Instytut Podstawowych Problemów Techniki
Polskiej Akademii Nauk

Pracownicy

dr hab. inż. Grzegorz Mikułowski

Zakład Technologii Inteligentnych (ZTI)
Pracownia Inżynierii Bezpieczeństwa (PIB)
stanowisko: specjalista badawczo-techniczny
telefon: (+48) 22 826 12 81 wewn.: 417/342
pokój: 431
e-mail:
ORCID: 0000-0003-4215-8650

Doktorat
2008-11-27 Adaptive impact absorbers based on magnetorheological fluids 
promotor -- prof. dr hab. inż. Jan Holnicki-Szulc, IPPT PAN
 
Promotor prac doktorskich
1.  2021-11-04
pomocniczy
Popławski Błażej   Semi-active mitigation of vibrations in frame structures by using structural joints with a controllable ability to transmit moments 
2.  2016-06-30
pomocniczy
Wiszowaty Rafał   Projektowanie i badanie adaptacyjnych pneumatycznych absorberów energii uderzenia 

Ostatnie publikacje
1.  Ostrowski M., Mikułkowski G., Błachowski B., Jankowski Ł., Experimental assessment of Bayesian and mode matching approaches for parametric identification of bolted connections, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, ISSN: 0888-3270, DOI: 10.1016/j.ymssp.2023.110652, Vol.201, pp.110652-110652, 2023

Streszczenie:
This paper investigates the problem of parametric identification of highly uncertain bolted connections. The unknown parameters representing stiffness of the connections are estimated using two commonly accepted methods: (1) the traditional mode matching approach and (2) a probabilistic Bayesian framework based on the maximum a posteriori (MAP) formulation. Additionally, the uncertainties of the unknown parameters are also estimated and compared for both methods. A numerical example and a real lab-scale frame structure with highly uncertain bolted connections were used in the tests. In the experimental case, the system eigenvalues (squares of the natural frequencies) and the mode shapes measured in a broad frequency range were employed. The measured mode shapes were strongly disturbed by assembly discrepancies of the bolted connections. Finally, both methods were compared in terms of computational efficiency on a large-scale FE model (31,848 degrees of freedom). Despite the sophistication of the Bayesian approach in treating the trade-off between measurement errors and expected modeling errors, the results indicate that the two tested methods yield similar values for the unknown parameters. The Bayesian approach requires numerical regularization to calculate the parameter covariance matrix, which may decrease its reliability. In contrast, the mode matching method avoids such numerical difficulties. Furthermore, the Bayesian approach requires a much larger number of iterations and a careful selection of the weighting parameters.

Słowa kluczowe:
Mode matching, Bayesian approach, Parametric identification, Uncertain bolted connections, Parameter uncertainty, Convergence

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Mikułkowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
200p.
2.  Niemczyk-Soczyńska B., Kołbuk-Konieczny D., Mikułowski G., Ciechomska I.A., Sajkiewicz P.Ł., Methylcellulose/agarose hydrogel loaded with short electrospun PLLA/laminin fibers as an injectable scaffold for tissue engineering/3D cell culture model for tumour therapies, RSC Advances, ISSN: 2046-2069, DOI: 10.1039/D3RA00851G, Vol.13, No.18, pp.11889-11902, 2023

Streszczenie:
This research aimed at designing and fabricating a smart thermosensitive injectable methylcellulose/agarose hydrogel system loaded with short electrospun bioactive PLLA/laminin fibers as a scaffold for tissue engineering applications or 3D cell culture models. Considering ECM-mimicking morphology and chemical composition, such a scaffold is capable of ensuring a hospitable environment for cell adhesion, proliferation, and differentiation. Its viscoelastic properties are beneficial from the practical perspective of minimally invasive materials that are introduced to the body via injection. Viscosity studies showed the shear-thinning character of MC/AGR hydrogels enabling the potential injection ability of highly viscous materials. Injectability tests showed that by tuning the injection rate, even a high amount of short fibers loaded inside of hydrogel could be efficiently injected into the tissue. Biological studies showed the non-toxic character of composite material with excellent viability, attachment, spreading, and proliferation of fibroblasts and glioma cells. These findings indicate that MC/AGR hydrogel loaded with short PLLA/laminin fibers is a promising biomaterial for both tissue engineering applications and 3D tumor culture models.

Afiliacje autorów:
Niemczyk-Soczyńska B. - IPPT PAN
Kołbuk-Konieczny D. - IPPT PAN
Mikułowski G. - IPPT PAN
Ciechomska I.A. - Nencki Institute of Experimental Biology, Polish Academy of Sciences (PL)
Sajkiewicz P.Ł. - IPPT PAN
100p.
3.  Ostrowski M., Błachowski B., Mikułowski G., Jankowski Ł., Influence of Noise in Computer-Vision-Based Measurements on Parameter Identification in Structural Dynamics, SENSORS, ISSN: 1424-8220, DOI: 10.3390/s23010291, Vol.23, No.1, pp.1-27, 2023

Streszczenie:
Nowadays, consumer electronics offer computer-vision-based (CV) measurements of dynamic displacements with some trade-offs between sampling frequency, resolution and low cost of the device. This study considers a consumer-grade smartphone camera based on complementary metal-oxide semiconductor (CMOS) technology and investigates the influence of its hardware limitations on the estimation of dynamic displacements, modal parameters and stiffness parameters of bolted connections in a laboratory structure. An algorithm that maximizes the zero-normalized cross-correlation function is employed to extract the dynamic displacements. The modal parameters are identified with the stochastic subspace identification method. The stiffness parameters are identified using a model-updating technique based on modal sensitivities. The results are compared with the corresponding data obtained with accelerometers and a laser distance sensor. The CV measurement allows lower-order vibration modes to be identified with a systematic (bias) error that is nearly proportional to the vibration frequency: from 2% for the first mode (9.4 Hz) to 10% for the third mode (71.4 Hz). However, the measurement errors introduced by the smartphone camera have a significantly lower influence on the values of the identified stiffness parameters than the numbers of modes and parameters taken into account. This is due to the bias–variance trade-off. The results show that consumer-grade electronics can be used as a low-cost and easy-to-use measurement tool if lower-order modes are required.

Słowa kluczowe:
computer vision,smartphone camera,system identification,model updating,uncertain bolted connections

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Błachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
100p.
4.  Ostrowski M., Jedlińska A., Popławski B., Błachowski B., Mikułowski G., Pisarski D., Jankowski , Sliding Mode Control for Semi-Active Damping of Vibrations Using On/Off Viscous Structural Nodes, Buildings, ISSN: 2075-5309, DOI: 10.3390/buildings13020348, Vol.13, No.2, pp.1-16, 2023

Streszczenie:
Structural vibrations have adverse effects and can lead to catastrophic failures. Among various methods for mitigation of vibrations, the semi-active control approaches have the advantage of not requiring a large external power supply. In this paper, we propose and test a sliding mode control method for the semi-active mitigation of vibrations in frame structures. The control forces are generated in a purely dissipative manner by means of on/off type actuators that take the form of controllable structural nodes. These nodes are essentially lockable hinges, modeled as viscous dampers, which are capable of the on/off control of the transmission of bending moments between the adjacent beams. The control aim is formulated in terms of the displacement of a selected degree of freedom. A numerically effective model of such a node is developed, and the proposed control method is verified in a numerical experiment of a four-story shear structure subjected to repeated random seismic excitations. In terms of the root-mean-square displacement, the control reduced the response by 48.4-78.4% on average, depending on the number and placement of the applied actuators. The peak mean amplitude at the first mode of natural vibrations was reduced by as much as 70.6-96.5%. Such efficiency levels confirm that the proposed control method can effectively mitigate vibrations in frame structures.

Słowa kluczowe:
semi-active control,sliding mode control,structural control,controllable nodes,on/off nodes,damping of vibrations

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Jedlińska A. - IPPT PAN
Popławski B. - IPPT PAN
Błachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Pisarski D. - IPPT PAN
Jankowski  - IPPT PAN
70p.
5.  Popławski B., Mikułowski G., Wiszowaty R., Jankowski Ł., Mitigation of forced vibrations by semi-active control of local transfer of moments, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, ISSN: 0888-3270, DOI: 10.1016/j.ymssp.2021.107733, Vol.157, pp.107733-1-16, 2021

Streszczenie:
This paper proposes and tests a semi-active method for mitigation of random and harmonic forced vibrations of frame structures. The method is based on the Prestress Accumulation-Release (PAR) strategy, and it stimulates the transfer of vibration energy from low-order into high-order natural modes of vibration. Due to their high-frequency, the target high-order modes are efficiently mitigated by standard material damping mechanisms. The control is based on local reconfiguration of nodal ability to transfer moments between adjacent beams, which might be momentarily suppressed for selected nodes: performed at the maximum of the local bending strain, such a suppression stimulates a sudden release of the accumulated strain energy into high-frequency local and global vibrations. The effectiveness of the approach is confirmed numerically and experimentally in mitigation of low-frequency vibrations, including resonance conditions, of a slender planar frame structure subjected to harmonic, sweep and random forced excitations.

Słowa kluczowe:
damping of vibrations, smart structures, semi-active control, decentralized control, truss–frame nodes

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
Jankowski Ł. - IPPT PAN
200p.
6.  Ostrowski M., Błachowski B., Popławski B., Pisarski D., Mikułowski G., Jankowski Ł., Semi‐active modal control of structures with lockable joints: general methodology and applications, STRUCTURAL CONTROL AND HEALTH MONITORING, ISSN: 1545-2255, DOI: 10.1002/stc.2710, Vol.28, No.5, pp.e2710-1-24, 2021

Streszczenie:
In this study, a novel modal control strategy by means of semi-actively lockable joints is proposed. The control strategy allows for a directed flow of energy between vibrational modes, which makes it suitable not only for vibration attenuation purposes but also for energy scavenging driven by electromechanical energy harvesters. The proposed control strategy is an extension of the prestress-accumulation release (PAR) technique; however, it introduces also new concepts that increase the efficiency of the overall control system. Contrary to the PAR, the proposed method requires measurement of both strains in the vicinity of the semi-active joints and translational velocities that provide global information about system behavior. The latter aspect requires the control system to be organized within a hierarchical feedback architecture. The benefit from this higher complexity of the control system is its better performance compared to the PAR. The proposed semi-active modal control not only attenuates structural vibration faster, but it also achieves this goal with a smaller number of switches implemented in the joints. The effectiveness of the proposed methodology has been demonstrated on structures equipped with two lockable joints. Two practical examples have been investigated: one employs the concept of vibration-based energy harvesting for a two-story frame structure, while the second one reduces vibration of an eight-story frame structure subjected to kinematic excitation.

Słowa kluczowe:
energy harvesting, lockable joint, modal coupling, semi-active control, vibration attenuation

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Błachowski B. - IPPT PAN
Popławski B. - IPPT PAN
Pisarski D. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
140p.
7.  Mikułowski G., Vibration isolation concept by switchable stiffness on a semi-active pneumatic actuator, SMART MATERIALS AND STRUCTURES, ISSN: 0964-1726, DOI: 10.1088/1361-665X/ac008f, Vol.30, No.7, pp.075019-1-15, 2021

Streszczenie:
In this paper a novel technique of switchable stiffness dedicated to vibration isolation is presented. The approach utilises a semi-active pneumatic device in which the stiffness switching is obtained via controlled thermodynamic processes. The concept for the dissipation technique is introduced and a mathematical model is proposed. The system is analysed under passive and semi-active modes of operation by means of numerical simulation and in an experimental survey. The analysis consists of the model validation, an energy dissipation process study and a verification of effectiveness of the concept under varying operational conditions. As a result, it is demonstrated that the proposed technique allows for combining advantages of controllable pneumatic springs and pneumatic dampers, which constitutes an added value. It is revealed in the conducted tests that the system allows for 147% increase in energy dissipation per vibration cycle and reduce the resonant amplitude peak by 8%, both in comparison to a passive gas damper. The presented concept introduces an innovative approach to the switching stiffness techniques dedicated to vibration mitigation. The findings may significantly expand the number of their implementation possibilities.

Słowa kluczowe:
semi-active, vibration isolation, pneumatic, experimental, piezoelectric, stiffness switch

Afiliacje autorów:
Mikułowski G. - IPPT PAN
100p.
8.  Mikułowski G., Popławski B., Jankowski Ł., Semi-active vibration control based on switchable transfer of bending moments: study and experimental validation of control performance, SMART MATERIALS AND STRUCTURES, ISSN: 0964-1726, DOI: 10.1088/1361-665X/abe33b, Vol.30, No.4, pp.045005-1-045005-22, 2021

Streszczenie:
This paper presents an experimental approach to assessment of semi-active vibration control systems based on the Prestress-Accumulation Release concept. The objectives are threefold: 1) to introduce an experimental validation method for control algorithms based on switchable transfer of moments, 2) to propose a method to assess experimentally the control effects on structural dynamic response under several types of excitation, and 3) to propose an approach for adequate sensor placement. A laboratory frame demonstrator equipped with dedicated semi-active nodes is used. The proposed approach is based on spectral responses and modal analysis. According to the presented findings, the investigated control is effective in reducing the vibration level while keeping the structural dynamic stiffness at a proper level. The investigation is conducted in the case of free response, as well as responses to impact loading and random excitation. The results confirm the accuracy of the adopted algorithm parameters and reveal the sensor locations that provide the best control effectiveness.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Popławski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
100p.
9.  Popławski B., Mikułowski G., Orłowska A., Jankowski Ł., On/off nodal reconfiguration for global structural control of ‎smart 2D frames, Journal of Applied and Computational Mechanics, ISSN: 2383-4536, DOI: 10.22055/jacm.2020.32454.2016, Vol.7, No.SI, pp.1121-1129, 2021

Streszczenie:
This paper proposes an on/off semi-active control approach for mitigation of free structural vibrations, designed for application in 2D smart frame structures. The approach is rooted in the Prestress-Accumulation Release (PAR) control strategies. The feedback signal is the global strain energy of the structure, or its approximation in the experimental setup. The actuators take the form of on/off nodes with a controllable ability to transfer moments (blockable hinges). Effectiveness of the approach is confirmed in a numerical simulation, as well as using a laboratory experimental test stand.

Słowa kluczowe:
structural reconfiguration, structural control, semi-active control, frame structures, controllable nodes‎

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Orłowska A. - IPPT PAN
Jankowski Ł. - IPPT PAN
20p.
10.  Faraj R., Mikułowski G., Wiszowaty R., Study on the state-dependent path-tracking for smart pneumatic shock-absorber, SMART MATERIALS AND STRUCTURES, ISSN: 0964-1726, DOI: 10.1088/1361-665X/ab9adc, Vol.29, No.11, pp.115008-1-25, 2020

Streszczenie:
The paper presents an analysis of the state-dependent path-tracking method devoted to mitigation of dynamic response of systems and structures under impact excitations. The objective of the study is an evaluation of the adaptive performance and robustness of the novel control method. Robust and adaptive control methods are intensively developed by researchers and control engineers. Progress in the field influences various areas including mechanical engineering, within which these methods are applied for control of industrial processes as well as mitigation of structure dynamic response. Commonly solved problems relate especially to mitigation of vibrations, e.g. for protection of seismically excited structures. Another closely related area is the field of impact absorption, which is still challenging because of short time periods of energy absorption and number of process uncertainties. Nevertheless, due to higher and higher performance of smart sensors and actuators, as well as increasing efficiency of data processing systems, novel high- performance solutions also for impact mitigation problems can be proposed. This fact is reflected in the paper and important contribution to the field of Adaptive Impact Absorption is demonstrated. The importance of presented study results from the fact that applied smart absorber controlled with the use of kinematics-based approach ensures efficient mitigation of the impact excitation and automatic adaptation to various loading conditions. In contrast to shock-absorbers developed so far, the system implemented in laboratory provides adaptation to unknown impact conditions and compensates the influence of unpredictable perturbations. Within the paper an experimental validation of the novel control method is discussed and the system robustness to contact conditions, as well as to different values of operational medium parameters, is demonstrated. Possible extension of the method is analyzed and directions of further research are indicated.

Słowa kluczowe:
adaptive impact absorption, experimental study, kinematic feedback control, pneumatic absorber, self-adaptive system, smart shock-absorber

Afiliacje autorów:
Faraj R. - IPPT PAN
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
100p.
11.  Popławski B., Mikułowski G., Pisarski D., Wiszowaty R., Jankowski Ł., Optimum actuator placement for damping of vibrations using the prestress-accumulation release control approach, SMART STRUCTURES AND SYSTEMS, ISSN: 1738-1584, DOI: 10.12989/sss.2019.24.1.027, Vol.24, No.1, pp.27-35, 2019

Streszczenie:
This paper proposes a quantitative criterion for optimization of actuator placement for the Prestress–Accumulation Release (PAR) strategy of mitigation of vibrations. The PAR strategy is a recently developed semi-active control approach that relies on controlled redistribution of vibration energy into high-order modes, which are high-frequency and thus effectively dissipated by means of the natural mechanisms of material damping. The energy transfer is achieved by a controlled temporary removal of selected structural constraints. This paper considers a short-time decoupling of rotational degrees of freedom in a frame node so that the bending moments temporarily cease to be transferred between the involved beams. We propose and test a quantitative criterion for placement of such actuators. The criterion is based on local modal strain energy that can be released into high-order modes. The numerical time complexity is linear with respect to the number of actuators and potential placements, which facilitates quick analysis in case of large structures.

Słowa kluczowe:
semi-active control, damping of vibrations, actuator placement, smart structures, prestress-accumulation release (PAR)

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Pisarski D. - IPPT PAN
Wiszowaty R. - IPPT PAN
Jankowski Ł. - IPPT PAN
70p.
12.  Popławski B., Mikułowski G., Mróz A., Jankowski Ł., Decentralized semi-active damping of free structural vibrations by means of structural nodes with an on/off ability to transmit moments, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, ISSN: 0888-3270, DOI: 10.1016/j.ymssp.2017.08.012, Vol.100, pp.926-939, 2018

Streszczenie:
This paper proposes, tests numerically and verifies experimentally a decentralized control algorithm with local feedback for semi-active mitigation of free vibrations in frame structures. The algorithm aims at transferring the vibration energy of low-order, lightly-damped structural modes into high-frequency modes of vibration, where it is quickly damped by natural mechanisms of material damping. Such an approach to mitigation of vibrations, known as the prestress-accumulation release (PAR) strategy, has been earlier applied only in global control schemes to the fundamental vibration mode of a cantilever beam. In contrast, the decentralization and local feedback allows the approach proposed here to be applied to more complex frame structures and vibration patterns, where the global control ceases to be intuitively obvious. The actuators (truss–frame nodes with controllable ability to transmit moments) are essentially unblockable hinges that become unblocked only for very short time periods in order to trigger local modal transfer of energy. The paper proposes a computationally simple model of the controllable nodes, specifies the control performance measure, yields basic characteristics of the optimum control, proposes the control algorithm and then tests it in numerical and experimental examples.

Słowa kluczowe:
Damping of vibrations, Smart structures, Semi-active control, Decentralized control, Truss-frame nodes

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Jankowski Ł. - IPPT PAN
45p.
13.  Jundziłł A., Pokrywczyńska M., Adamowicz J., Kowalczyk T., Nowacki M., Bodnar M., Marszałek A., Frontczak-Baniewicz M.M., Mikułowski G., Kloskowski T., Gatherwright J., Drewa T., Vascularization Potential of Electrospun Poly(L-Lactide-co-Caprolactone) Scaffold: The Impact for Tissue Engineering, Medical Science Monitor, ISSN: 1643-3750, DOI: 10.12659/MSM.899659, Vol.23, pp.1540-1551, 2017

Streszczenie:
BACKGROUND: Electrospun nanofibers have widespread putative applications in the field of regenerative medicine and tissue engineering. When compared to naturally occurring collagen matrices, electrospun nanofiber scaffolds have two distinct advantages: they do not induce a foreign body reaction and they are not at risk for biological contamination. However, the exact substrate, structure, and production methods have yet to be defined. MATERIAL AND METHODS: In the current study, tubular-shaped poly(L-lactide-co-caprolactone) (PLCL) constructs produced using electrospinning technology were evaluated for their potential application in the field of tissue regeneration in two separate anatomic locations: the skin and the abdomen. The constructs were designed to have an internal diameter of 3 mm and thickness of 200 μm. Using a rodent model, 20 PLCL tubular constructs were surgically implanted in the abdominal cavity and subcutaneously. The constructs were then evaluated histologically using electron microscopy at 6 weeks post-implantation. RESULTS: Histological evaluation and analysis using scanning electron microscopy showed that pure scaffolds by themselves were able to induce angiogenesis after implantation in the rat model. Vascularization was observed in both tested groups; however, better results were obtained after intraperitoneal implantation. Formation of more and larger vessels that migrated inside the scaffold was observed after implantation into the peritoneum. In this group no evidence of inflammation and better integration of scaffold with host tissue were noticed. Subcutaneous implantation resulted in more fibrotic reaction, and differences in cell morphology were also observed between the two tested groups. CONCLUSIONS: This study provides a standardized evaluation of a PLCL conduit structure in two different anatomic locations, demonstrating the excellent ability of the structure to achieve vascularization. Functional, histological, and mechanical data clearly indicate prospective clinical utilization of PLCL in critical size defect regeneration.

Słowa kluczowe:
Polymers, Regenerative medicine, Tissue Engineering, Tissue Scaffolds, Urinary Diversion

Afiliacje autorów:
Jundziłł A. - inna afiliacja
Pokrywczyńska M. - inna afiliacja
Adamowicz J. - Nicolaus Copernicus University (PL)
Kowalczyk T. - IPPT PAN
Nowacki M. - inna afiliacja
Bodnar M. - Nicolaus Copernicus University (PL)
Marszałek A. - Nicolaus Copernicus University (PL)
Frontczak-Baniewicz M.M. - Mossakowski Medical Research Centre, Polish Academy of Sciences (PL)
Mikułowski G. - IPPT PAN
Kloskowski T. - inna afiliacja
Gatherwright J. - University Hospitals – Case Medical Center (US)
Drewa T. - Nicolaus Copernicus University (PL)
20p.
14.  Mróz K.P., Kucharski S., Doliński K., Bigos A., Mikułowski G., Bełtowska-Lehman E., Nolbrzak P., Failure modes of coatings on steel substrate, BULLETIN OF THE POLISH ACADEMY OF SCIENCES: TECHNICAL SCIENCES, ISSN: 0239-7528, DOI: 10.1515/bpasts-2016-0027, Vol.64, No.1, pp.249-256, 2016

Streszczenie:
The critical monotonic strain of Ni-W and MoS2(Ti,W) coatings on steel substrates was studied. The idea of axisymmetric bending test (called here as coin bending test) limited to monitoring of the coating failure was used. Experiments revealed mechanism of the coating failure, as cracking initiated from coating surface defects and/or substrate was demonstrated using indentation technique. By pushing the center of the uncoated side of a circular plate, the axisymmetric stress state was generated in the coating. The stress components varied gradually from the greatest value in the center to the smallest value at the edge of the specimen. The changes of the sample surface as a result of loading were monitored step by step via optical microscopy.

Słowa kluczowe:
Ni-W coating, MoS2(Ti.W) coating, steel substrate, fracture, coatings strength, axisymmetric bending test

Afiliacje autorów:
Mróz K.P. - IPPT PAN
Kucharski S. - IPPT PAN
Doliński K. - IPPT PAN
Bigos A. - Institute of Metallurgy and Materials Science, Polish Academy of Sciences (PL)
Mikułowski G. - IPPT PAN
Bełtowska-Lehman E. - Institute of Metallurgy and Materials Science, Polish Academy of Sciences (PL)
Nolbrzak P. - Lodz University of Technology (PL)
20p.
15.  Mikułowski G., Wiszowaty R., Pneumatic Adaptive Absorber: Mathematical Modelling with Experimental Verification, MATHEMATICAL PROBLEMS IN ENGINEERING, ISSN: 1024-123X, DOI: 10.1155/2016/7074206, Vol.2016, pp.7074206-1-14, 2016

Streszczenie:
Many of mechanical energy absorbers utilized in engineering structures are hydraulic dampers, since they are simple and highly efficient and have favourable volume to load capacity ratio. However, there exist fields of applications where a threat of toxic contamination with the hydraulic fluid contents must be avoided, for example, food or pharmacy industries. A solution here can be a Pneumatic Adaptive Absorber (PAA), which is characterized by a high dissipation efficiency and an inactive medium. In order to properly analyse the characteristics of a PAA, an adequate mathematical model is required. This paper proposes a concept for mathematical modelling of a PAA with experimental verification. The PAA is considered as a piston-cylinder device with a controllable valve incorporated inside the piston. The objective of this paper is to describe a thermodynamic model of a double chamber cylinder with gas migration between the inner volumes of the device. The specific situation considered here is that the process cannot be defined as polytropic, characterized by constant in time thermodynamic coefficients. Instead, the coefficients of the proposed model are updated during the analysis. The results of the experimental research reveal that the proposed mathematical model is able to accurately reflect the physical behaviour of the fabricated demonstrator of the shock absorber.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
20p.
16.  Noszczyk B.H., Kowalczyk T., Łyżniak M., Zembrzycki K., Mikułowski G., Wysocki J., Kawiak J., Pojda Z., Biocompatibility of electrospun human albumin: a pilot study, Biofabrication, ISSN: 1758-5082, DOI: 10.1088/1758-5090/7/1/015011, Vol.7, pp.015011-1-11, 2015

Streszczenie:
Albumin is rarely used for electrospinning because it does not form fibres in its native globular form. This paper presents a novel method for electrospinning human albumin from a solution containing pharmaceutical grade protein and 25% polyethylene oxide (PEO) used as the fibre-forming agent. After spontaneous cross-linking at body temperature, with no further chemicals added, the fibres become insoluble and the excess PEO can be washed out. Albumin deposited along the fibres retains its native characteristics, such as its non-adhesiveness to cells and its susceptibility for degradation by macrophages. To demonstrate this we evaluated the mechanical properties, biocompatibility and biodegradability of this novel product. After subcutaneous implantation in mice, albumin mats were completely resorbable within six days and elicited only a limited local inflammatory response. In vitro, the mats suppressed cell attachment and migration. As this product is inexpensive, produced from human pharmaceutical grade albumin without chemical modifications, retains its native protein properties and fulfils the specific requirements for anti-adhesive dressings, its clinical use can be expedited. We believe that it could specifically be used when treating paediatric patients with epidermolysis bullosa, in whom non-healing wounds occur after minor hand injuries which lead to rapid adhesions and devastating contractures.

Słowa kluczowe:
albumin, nanofibers, wound dressing, biocompatibility, bioresorption

Afiliacje autorów:
Noszczyk B.H. - Medical University of Warsaw (PL)
Kowalczyk T. - IPPT PAN
Łyżniak M. - Central Clinical Hospital of the MSWiA (PL)
Zembrzycki K. - IPPT PAN
Mikułowski G. - IPPT PAN
Wysocki J. - Institute of Oncology (PL)
Kawiak J. - Nałęcz Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Sciences (PL)
Pojda Z. - Institute of Oncology (PL)
45p.
17.  Holnicki-Szulc J., Graczykowski C., Mikułowski G., Mróz A., Pawłowski P., Wiszowaty R., Adaptive Impact Absorption - the Concept and Potential Applications, INTERNATIONAL JOURNAL OF PROTECTIVE STRUCTURES, ISSN: 2041-4196, DOI: 10.1260/2041-4196.6.2.357, Vol.6, No.2, pp.357-377, 2015

Streszczenie:
Adaptive Impact Absorption focuses on adaptation of energy absorbing structures to actual dynamic loading by using system of sensors detecting and identifying impact in advance and embedded semi-active dissipaters with controllable mechanical properties. Application of such devices allows to modify dynamic characteristics of the structure during the period of impact and to precisely control the process of energy dissipation. The paper presents an overview of research conducted at the Department of Intelligent Technologies of the Institute of Fundamental Technological Research dedicated to design and applications of various systems of Adaptive Impact Absorption. Wide range of presented examples covers adaptive hydraulic and pneumatic landing gears, skeletal systems equipped with controllable elements and detachable joints as well as adaptive inflatable structures.

Słowa kluczowe:
adaptive impact absorption, safety engineering, smart structures, optimal control

Afiliacje autorów:
Holnicki-Szulc J. - IPPT PAN
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Pawłowski P. - IPPT PAN
Wiszowaty R. - IPPT PAN
18.  Pokrywczyńska M., Jundziłł A., Adamowicz J., Kowalczyk T., Warda K., Rasmus M., Buchholz Ł., Krzyżanowska S., Nakielski P., Chmielewski T., Bodnar M., Marszałek A., Dębski R., Frontczak-Baniewicz M.M., Mikułowski G., Nowacki M., Kowalewski T.A., Drewa T., Is the Poly (L- Lactide- Co– Caprolactone) Nanofibrous Membrane Suitable for Urinary Bladder Regeneration?, PLOS ONE, ISSN: 1932-6203, DOI: 10.1371/journal.pone.0105295, Vol.9, No.8, pp.105295-1-12, 2014

Streszczenie:
The purpose of this study was to compare: a new five-layered poly (L–lactide–co–caprolactone) (PLC) membrane and small intestinal submucosa (SIS) as a control in rat urinary bladder wall regeneration. The five-layered poly (L–lactide–co–caprolactone) membrane was prepared by an electrospinning process. Adipose tissue was harvested from five 8-week old male Wistar rats. Adipose derived stem cells (ADSCs) were seeded in a density of 3×106 cells/cm2 onto PLC membrane and SIS scaffolds, and cultured for 5-7 days in the stem cell culture medium. Twenty male Wistar rats were randomly divided into five equal groups. Augmentation cystoplasty was performed in a previously created dome defect. Groups: (I) PLC+ 3×106ADSCs; (II) SIS+ 3×106ADSCs; (III) PLC; (IV) SIS; (V) control. Cystography was performed after three months. The reconstructed urinary bladders were evaluated in H&E and Masson's trichrome staining. Regeneration of all components of the normal urinary bladder wall was observed in bladders augmented with cell-seeded SIS matrices. The urinary bladders augmented with SIS matrices without cells showed fibrosis and graft contraction. Bladder augmentation with the PLC membrane led to numerous undesirable events including: bladder wall perforation, fistula or diverticula formation, and incorporation of the reconstructed wall into the bladder lumen. The new five-layered poly (L–lactide–co–caprolactone) membrane possesses poorer potential for regenerating the urinary bladder wall compared with SIS scaffold.

Słowa kluczowe:
urinary bladder regeneration, electrospinning

Afiliacje autorów:
Pokrywczyńska M. - inna afiliacja
Jundziłł A. - inna afiliacja
Adamowicz J. - Nicolaus Copernicus University (PL)
Kowalczyk T. - IPPT PAN
Warda K. - inna afiliacja
Rasmus M. - Nicolaus Copernicus University (PL)
Buchholz Ł. - Nicolaus Copernicus University (PL)
Krzyżanowska S. - inna afiliacja
Nakielski P. - IPPT PAN
Chmielewski T. - IPPT PAN
Bodnar M. - Nicolaus Copernicus University (PL)
Marszałek A. - Nicolaus Copernicus University (PL)
Dębski R. - Nicolaus Copernicus University (PL)
Frontczak-Baniewicz M.M. - Mossakowski Medical Research Centre, Polish Academy of Sciences (PL)
Mikułowski G. - IPPT PAN
Nowacki M. - inna afiliacja
Kowalewski T.A. - IPPT PAN
Drewa T. - Nicolaus Copernicus University (PL)
40p.
19.  Mikułowski G., Wiszowaty R., Holnicki-Szulc J., Characterization of a piezoelectric valve for an adaptive pneumatic shock absorber, SMART MATERIALS AND STRUCTURES, ISSN: 0964-1726, DOI: 10.1088/0964-1726/22/12/125011, Vol.22, No.12, pp.125011-1-12, 2013

Streszczenie:
This paper describes a pneumatic valve based on a multilayer piezoelectric actuator and Hörbiger plates. The device was designed to operate in an adaptive pneumatic shock absorber. The adaptive pneumatic shock absorber was considered as a piston–cylinder device and the valve was intended to be installed inside the piston. The main objective for the valve application was regulating the gas flow between the cylinder's chambers in order to maintain the desired value of the reaction force generated by the shock absorber. The paper describes the design constraints and requirements, together with results of analytical modelling of fluid flow verified versus experimentally obtained data. The presented results indicate that the desired performance characteristics of the valve were obtained. The geometrical constraints of the flow ducts were studied and the actuator's functional features analysed.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
40p.
20.  Lisiecki J., Błażejewicz T., Kłysz S., Gmurczyk G., Reymer P., Mikułowski G., Tests of polyurethane foams with negative Poisson’s ratio, PHYSICA STATUS SOLIDI B-BASIC SOLID STATE PHYSICS, ISSN: 0370-1972, DOI: 10.1002/pssb.201384232, Vol.250, No.10, pp.1988-1995, 2013

Streszczenie:
Auxetic materials exhibit counterintuitive and interesting properties, which can be utilized to develop new families of products, which can meet sophisticated needs. Study presented within this paper is focused on manufacturing and testing auxetic polyurethane foams for potential introduction for seats in military helicopters. Firstly, a manufacturing process was developed which benefits from the well-known methods of processing conventional foams and allows preparing necessary test specimens for further tests. Secondly, a series of static and dynamic tests was performed during which the market available conventional foams used in transport are compared with processed auxetic foams.

Afiliacje autorów:
Lisiecki J. - inna afiliacja
Błażejewicz T. - Air Force Institute of Technology (PL)
Kłysz S. - inna afiliacja
Gmurczyk G. - inna afiliacja
Reymer P. - Air Force Institute of Technology (PL)
Mikułowski G. - IPPT PAN
20p.
21.  Holnicki-Szulc J., Graczykowski C., Mikułowski G., Mróz A., Pawłowski P., Smart technologies for adaptive impact absorption, SOLID STATE PHENOMENA, ISSN: 1012-0394, DOI: 10.4028/www.scientific.net/SSP.154.187, Vol.154, pp.187-194, 2009

Streszczenie:
The article presents a review of recent research carried out in the Department of Intelligent Technologies of Institute of Fundamental Technological Research, dedicated to application of systems for adaptive impact absorption to adaptive aircraft landing gears, novel concept of protective MFM structures, flow-control based airbags, maritime applications of inflatable structures, and development of adaptive wind turbine blade – hub connections.

Słowa kluczowe:
Adaptive Impact Absorption, Adaptive Structure, Optimal Control

Afiliacje autorów:
Holnicki-Szulc J. - IPPT PAN
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Pawłowski P. - IPPT PAN
20p.
22.  Mikułowski G., Jankowski Ł., Adaptive Landing Gear: optimum control strategy and potential for improvement, SHOCK AND VIBRATION, ISSN: 1070-9622, DOI: 10.3233/SAV-2009-0460, Vol.16, No.2, pp.175-194, 2009

Streszczenie:
An adaptive landing gear is a landing gear (LG) capable of active adaptation to particular landing conditions by means of controlled hydraulic force. The objective of the adaptive control is to mitigate the peak force transferred to the aircraft structure during touch-down, and thus to limit the structural fatigue factor. This paper investigates the ultimate limits for improvement due to various strategies of active control. Five strategies are proposed and investigated numerically using a~validated model of a real, passive landing gear as a reference. Potential for improvement is estimated statistically in terms of the mean and median (significant) peak strut forces as well as in terms of the extended safe sinking velocity range. Three control strategies are verified experimentally using a laboratory test stand.

Słowa kluczowe:
Adaptive landing gear, adaptive impact absorption, shock absorber, load mitigation

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
20p.
23.  Graczykowski C., Mikułowski G., Pawłowski P., Koncepcja absorbera pneumatycznego do zastosowania w podwoziach aparatów latających z wykorzystaniem układu rozpoznania energii uderzenia, JOURNAL OF AERONAUTICA INTEGRA, ISSN: 1896-8856, Vol.1, No.5, pp.25-31, 2009

Streszczenie:
Podwozia lotnicze są traktowane przez konstruktorów samolotów jako elementy konieczne, ale z wielu względów mające negatywny wpływ na projekt. Z punktu widzenia aerodynamiki podwozia w trakcie lotu, stawiają dodatkowy opór aerodynamiczny (mniejszy w przypadku podwozi chowanych), a z punktu widzenia możliwości przewożenia ładunków, pochłaniają część masy startowej samolotu, która mogłaby być wykorzystana na transport towarów lub pasażerów. Biorąc pod uwagę takie uwarunkowania, idealne podwozie lotnicze powinno ważyć jak najmniej i zajmować minimalną ilość miejsca.
Obecnie najpopularniejszym rodzajem podwozia stosowanego w lotnictwie jest typ olejowo-gazowy, który charakteryzuje się najkorzystniejszym stosunkiem sprawności do wagi. Sprawność obecnie stosowanych podwozi lotniczych dochodzi do 80%. Aczkolwiek jest to wartość, która jest uzyskiwana dla jednego predefiniowanego przypadku lądowania z określoną energią uderzenia samolotu o pas startowy. Praktyka pokazuje, że w rzeczywistości zmienność warunków lądowania jest dużo większa niż zakres, na jaki można zaprojektować klasyczne podwozie pasywne. Najczęściej energia uderzenia przy lądowaniu jest znacząco mniejsza od tej, jaką konstruktorzy zakładają do obliczeń w procesie projektowania.
Dwa przedstawione problemy w projektowaniu podwozi lotniczych mogą zostać rozwiązane dzięki koncepcji nowego podwozia gazowego przedstawionego w tym artykule. Po pierwsze, dzięki zastosowaniu technologii inteligentnych i wykorzystaniu materiału funkcjonalnego stało się możliwe zaprojektowanie amortyzatorów czysto gazowych w podwoziach do aparatów latających, dzięki czemu możliwe jest wyeliminowanie oleju hydraulicznego o znacznie większej gęstości od gazu i efektywne obniżenie ciężaru podwozia samolotu. Po drugie dzięki wprowadzeniu inteligentnego sterowania przepływem gazu w amortyzatorze, stała się możliwa adaptacja rzeczywistych charakterystyk pracy amortyzatora do aktualnej wartości energii uderzenia samolotu o pas startowy.
Artykuł przedstawia wstępną fazę badań koncepcyjnych nad gazowym absorberem uderzeń przeznaczonym od zastosowania w podwoziu aparatu latającego, sterowanym przy pomocy zaworu piezoelektrycznego. W trakcie badań wykonano serię prób na modelu numerycznym, która została zweryfikowana przy pomocy badań eksperymentalnych, do których zaprojektowano i zrealizowano sterowanie w pętli zamkniętej dla szybkiego zaworu piezo elektrycznego zintegrowanego z absorberem gazowym.

Słowa kluczowe:
podwozia lotnicze, podwozie adaptacyjne, adaptacyjna dyssypacja energii

Afiliacje autorów:
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
Pawłowski P. - IPPT PAN
2p.
24.  Mikułowski G., Holnicki-Szulc J., Adaptive landing gear koncept - feedback control validation, SMART MATERIALS AND STRUCTURES, ISSN: 0964-1726, DOI: 10.1088/0964-1726/16/6/017, Vol.16, No.6, pp.2146-2158, 2007

Streszczenie:
The objective of this paper is to present an integrated feedback control concept for adaptive landing gears (ALG) and its experimental validation. Aeroplanes are subjected to high dynamic loads as a result of the impact during each landing. Classical landing gears, which are in common use, are designed in accordance with official regulations in a way that ensures the optimal energy dissipation for the critical (maximum) sink speed. The regulations were formulated in order to ensure the functional capability of the landing gears during an emergency landing. However, the landing gears, whose characteristics are optimized for these critical conditions, do not perform well under normal impact conditions. For that situation it is reasonable to introduce a system that would adapt the characteristics of the landing gears according to the sink speed of landing. The considered system assumes adaptation of the damping force generated by the landing gear, which would perform optimally in an emergency situation and would adapt itself for regular landings as well. This research covers the formulation and design of the control algorithms for an adaptive landing gear based on MR fluid, implementation of the algorithms on an FPGA platform and experimental verification on a lab-scale landing gear device. The main challenge of the research was to develop a control methodology that could operate effectively within 50 ms, which is assumed to be the total duration of the phenomenon. The control algorithm proposed in this research was able to control the energy dissipation process on the experimental stand.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
25.  Mikułowski G., Pawłowski P., Wołejsza Z., Podwozie lotnicze z adaptacyjnym systemem absorpcji energii, JOURNAL OF AERONAUTICA INTEGRA, ISSN: 1896-8856, Vol.1, pp.125-129, 2007

Streszczenie:
Podczas każdego lądowania samoloty są narażone na duże przeciążenia dynamiczne mające zdecydowany wpływ na trwałość i niezawodność konstrukcji nośnej. Wielkość przeciążeń, jakim poddawany jest kadłub samolotu, zależy w dużej mierze od poprawnej pracy podwozia lotniczego. Głównym elementem podwozia, który pochłania największą ilość energii kinetycznej związanej z momentem przyziemienia jest amortyzator. Optymalne działanie amortyzatora lotniczego ma decydujący wpływ na zużycie zmęczeniowe materiałów konstrukcyjnych oraz na bezpieczeństwo lądowania.
Wprowadzenie systemu adaptacyjnego, który będzie w stanie modelować charakterystykę dyssypacji po przeprowadzeniu diagnozowania energii kinetycznej związanej z prędkością przyziemienia i ciężarem samolotu, znacznie poprawi efektywność działania amortyzatora lotniczego, zwiększając niezawodność eksploatacyjną konstrukcji i bezpieczeństwo lotu.

Słowa kluczowe:
podwozia lotnicze, podwozie adaptacyjne, adaptacyjna dyssypacja energii

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Pawłowski P. - IPPT PAN
Wołejsza Z. - IPPT PAN
26.  Mikułowski G., Holnicki-Szulc J., Fast controller and control algorithms for MR based adaptive impact absorbers - Force Based Control, Machine Dynamics Research, ISSN: 2080-9948, Vol.30, No.2, pp.113-122, 2006

Streszczenie:
Adaptive impact absorption is a modern control problem being solved nowadays for several transportation and industry branches. The objective of the impact absorption process is dissipation of the impact energy by means of generation the minimal interface forces and minimal decelerations acting on the protected structure. One of the possibilities for minimization of the impact forces is using of an adaptive actuator that enables adjusting its characteristics to the actual impact energy. The presented research was focused on development of the adaptive impact absorption procedurę and as an example of the adaptive actuator an MR damper was used. The MR damper ensured the convenient rangę of the damping forces to provide the proper controllability of the process. However, sińce impact is a very short phenomenon the performance of the device must have met very strict reąuirements in the field of time delays. High ąuality of the driving electronics is the emphasized factor influencing the system performance. The paper presents the controller for the MR damper and control algorithms with experimental verification.

Słowa kluczowe:
MR damper, vibrations, damping

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN

Lista rozdziałów w ostatnich monografiach
1. 
Graczykowski C., Knor G., Kołakowski P., Mikułowski G., Orłowska A., Pawłowski P., Skłodowski M., Świercz A., Wiszowaty R., Zieliński T.G., Monitorowanie obciążeń i stanu technicznego konstrukcji mostowych, rozdział: Wybrane zagadnienia monitorowania, IPPT Reports on Fundamental Technological Research, pp.189-236, 2014
2. 
Wiszowaty R., Biczyk J., Graczykowski C., Mikułowski G., New Trends in Smart Technologies, rozdział: Method of impact energy dissipation by the use of the pneumatic impact absorber with a piezo-valve, Fraunhofer Verlag, pp.223-230, 2013
3. 
Pawłowski P., Mikułowski G., Graczykowski C., Ostrowski M., Jankowski Ł., Holnicki-Szulc J., Smart technologies for safety engineering, rozdział: Adaptive impact absorption, Wiley, Holnicki-Szulc J. (Ed.), pp.153-213, 2008

Prace konferencyjne
1.  Mikułowski G., Ostrowski M., Blachowski B., Jankowski Ł., Semi-active control of modal energy transfer by means of lockable joints: experimental verification, ISMA 2024, 31st International Conference on Noise and Vibration Engineering, 2024-09-09/09-11, Leuven (BE), pp.70-83, 2024

Streszczenie:
In this work an experimental study is presented aiming at demonstration of a controlled modal energy transfer concept in frame structures equipped with semi-active members. The proposed semi-active members – lockable joints – allow for local modification of the frame’s stiffness. The objective of the introduced control approach is to provide mechanical energy transfer between particular eigenmodes. A demonstrator has been fabricated for the purpose of the investigation consisting of a double beam frame structure in a cantilever configuration, which is equipped with the semi-active members. The investigated control algorithm employs two types of input signals: local velocity of the structure and local strain of the frame. As a result, a verification of the system effectiveness has been revealed in a variety of frequency ranges. The excitation bandwidth has been appropriately suited to the particular tested cases. The experimentally obtained results confirmed a possibility of the energy transfers between particular structural eigenmodes.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Ostrowski M. - IPPT PAN
Blachowski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
2.  Ostrowski M., Blachowski B., Mikułowski G., Jankowski Ł., Semi-active control of modal energy transfer by means of lockable joints: theory and applications, ISMA 2024, 31st International Conference on Noise and Vibration Engineering, 2024-09-09/09-11, Leuven (BE), pp.55-69, 2024

Streszczenie:
Classical approaches to attenuation of vibrations usually aim at dissipation or absorption of the vibration energy in especially designed devices mounted to the structure. A less common approach but recognised as very effective is to induce mechanisms of transferring the vibration energy associated with low-frequency modes into higher-order vibration modes, where it is quickly dissipated by material damping (in structural volume). In the present work, a novel semi-active modal control methodology is proposed for precise control of mechanical energy transfer between vibration modes by means of lockable joints. Moreover, this control strategy is well-suited also for energy harvesting purposes. Energy of the currently induced vibration modes can be transferred into a preselected structural vibration mode that is tuned with an energy harvester. The proposed control strategy is verified numerically, whereas its experimental validation is shown in the accompanying article within the present proceedings.

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Blachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
3.  Jedlińska A., Pisarski D., Mikułowski G., Błachowski B., Jankowski Ł., Damage detection in a semi-active structural control system based on reinforcement learning, ISMA 2024, 31st International Conference on Noise and Vibration Engineering, 2024-09-09/09-11, Leuven (BE), pp.1-9, 2024

Streszczenie:
This contribution applies the machine learning technique of reinforcement learning for simultaneous damage detection and control of structures. The proposed system consists of two components. The control component is responsible for semi-active mitigation of vibrations. The control law is determined experimentally in a trial-and-error interaction with a simulated environment. The process is data-driven: the control agent iteratively improves its control law based on the observed results of past control actions. The robustness relies on the accuracy of the structural model used for training. The control efficiency can decrease if the physical structure is damaged and diverges from the model, that is, when effective control may be most required. Thus, the second component of the proposed system monitors the structure to detect damages and inform the control component. The approach is tested in a numerical experiment of a shear-building under random seismic-type excitation. A semi-active tuned mass damper (TMD) is used as an actuator, and a classical TMD serves as a reference.

Słowa kluczowe:
semi-active control, structural control, structural monitoring, reinforcement learning, machine learning

Afiliacje autorów:
Jedlińska A. - IPPT PAN
Pisarski D. - IPPT PAN
Mikułowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
4.  Jedlińska A., Pisarski D., Mikułowski G., Błachowski B., Jankowski Ł., Damage-aware structural control based on reinforcement learning, WEWSHM 2024, 11th European Workshop on Structural Health Monitoring, 2024-06-10/06-13, Potsdam (DE), DOI: doi.org/10.58286/29606, pp.1-8, 2024

Streszczenie:
This contribution presents a semi-active control technique intended for mitigation of structural vibrations. The control law is derived in a repeated trial-and-error interaction between the control agent and a simulated environment. The experience-based training approach is used which is the defining feature of the machine learning techniques of reinforcement learning (RL), implemented here using the framework provided by Deep Q Learning (DQN). The involved artificial neural network not only determines the control action, but additionally identifies structural damages, which is a nontrivial task due to the nonlinearity of the control. This requires a specific multi-head architecture, which allows the network to be damage-aware, and a specific training procedure, where the memory pool preserved for the RL stage of experience replay is populated with not only the observations, control actions, and rewards, but also with the momentary status of structural damage. Such an approach can be used to explicitly promote the damage-awareness of the control agent. The proposed technique is tested and verified in a numerical example of a shear-type building model subjected to a random seismic-type excitation. A tuned mass damper (TMD) with a controllable level of viscous damping is used to implement the semi-active actuation, and the optimally tuned classical TMD provides the reference response.

Słowa kluczowe:
semi-active control, tuned mass damper (TMD), reinforcement learning, damage identification

Afiliacje autorów:
Jedlińska A. - IPPT PAN
Pisarski D. - IPPT PAN
Mikułowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
5.  Faraj R., Mikułowski G., Wiszowaty R., Graczykowski C., SELF-ADAPTIVE IMPACT ABSORPTION WITH A USE OF SMART PNEUMATIC ABSORBER WITH PIEZO-ELECTRIC VALVE, AeroBest 2023, II ECCOMAS Thematic Conference on Multidisciplinary Design Optimization of Aerospace Systems, 2023-07-19/07-21, Lisbon (PT), DOI: 10.7712/150123.9812.442714, pp.1-7, 2023

Streszczenie:
Within this contribution a challenging problem of adaptive impact absorption is considered and studied in detail. The paper is focused on practical implementation of the self-adaptive system and experimental assessment of its performance. For this purpose a novel kinematics feedback control method is applied and used to adjust in real-time the opening of piezo-electric valve, which is an important part of the smart pneumatic shock-absorber devel-oped in the Institute of Fundamental Technological Research Polish Academy of Sciences (IPPT PAN). As a result, an outstanding shock-absorbing system, capable to adaptively mitigate the impact, is obtained and decelerations acting on the amortized object are significantly reduced for varying parameters of the dynamical excitation. Within the paper the control system im-provement based on proportional control of the piezo-electric valve opening is considered. This improvement may provide much better response of the system in terms of reaction force, which is transferred to the amortized object. Indeed, such control in real-time is very hard to be realized in practice. Nevertheless, the authors make an effort to develop the electronic system allowing for proportional adjustment of the valve opening and replacing the on-off control, which gives worse performance and higher control cost.

Słowa kluczowe:
self-adaptive impact absorber, adaptive control system, real-time control, pneu-matic absorber, drop tests, piezo-electric valve, braking system

Afiliacje autorów:
Faraj R. - IPPT PAN
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
Graczykowski C. - IPPT PAN
6.  Jedlińska A., Pisarski D., Mikułowski G., Błachowski B., Jankowski Ł., Semi-Active Control of a Shear Building based on Reinforcement Learning: Robustness to measurement noise and model error, FedCSIS 2023, 18th Conference on Computer Science and Intelligence Systems, 2023-09-17/09-20, Warsaw (PL), DOI: 10.15439/2023F8946, pp.1001-1004, 2023

Streszczenie:
This paper considers structural control by reinforcement learning. The aim is to mitigate vibrations of a shear building subjected to an earthquake-like excitation and fitted with a semi-active tuned mass damper (TMD). The control force is coupled with the structural response, making the problem intrinsically nonlinear and challenging to solve using classical methods. Structural control by reinforcement learning has not been extensively explored yet. Here, Deep-Q-Learning is used, which appriximates the Q-function with a neural network and optimizes initially random control sequences through interaction with the controlled system. For safety reasons, training must be performed using an inevitably inexact numerical model instead of the real structure. It is thus crucial to assess the robustness of the control with respect to measurement noise and model errors. It is verified to significantly outperform an optimally tuned conventional TMD, and the key outcome is the high robustness to measurement noise and model error.

Słowa kluczowe:
structural control, semi-active control, reinforcement learning, tuned mass damper (TMD)

Afiliacje autorów:
Jedlińska A. - IPPT PAN
Pisarski D. - IPPT PAN
Mikułowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
20p.
7.  Jedlińska A., Pisarski D., Mikułowski G., Błachowski B., Jankowski Ł., Semi-active structural control using viscous dampers and reinforcement learning, SMART 2023, 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 2023-07-03/07-05, Patras (GR), pp.589-596, 2023

Streszczenie:
This contribution presents an approach to structural control based on reinforcement learning. Reinforcement learning, a rapidly developing branch of machine learning, is based on the paradigm of learning through interaction with the environment. Here, it is applied in the context of semi-active structural control, where the considered actuators take the form of viscous dampers with a controllable level of damping. The control forces are thus coupled with the structural response, and the formulation is intrinsically nonlinear. The related optimum control problems are usually more difficult than in the case of active structural control systems, which generate and apply arbitrary external control forces. Analytical derivation of the optimum semi-active control is thus rarely possible, so that many control algorithms applied in practice are suboptimal and/or heuristic in nature. Here, an effective control strategy is developed by means of the Q-learning approach. The control algorithm is determined in interaction with the controlled system, that is, by applying initially random control sequences in order to observe, process, and optimize their effects. Such an approach seems to be new and relatively unexplored in the field of structural control. Verification is performed in a numerical experiment, where the Q-learning procedures interact with an independently simulated finite element model of a structure equipped with a tuned mass damper (TMD) and a controllable viscous damper. The results attest to a performance significantly better than that of an optimally tuned conventional TMD.

Słowa kluczowe:
Reinforcement Learning, Semi-active control, Structural control, Damping, Vibration

Afiliacje autorów:
Jedlińska A. - IPPT PAN
Pisarski D. - IPPT PAN
Mikułowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
8.  Ostrowski M., Jedlińska A., Popławski B., Błachowski B., Mikułowski G., Pisarski D., Jankowski Ł., Semi-active sliding-mode control for local mitigation of structural vibrations by means of on/off nodes, SMART 2023, 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 2023-07-03/07-05, Patras (GR), pp.538-548, 2023

Streszczenie:
This contribution presents a sliding-mode control approach for the mitigation of vibrations in frame-like structures. The control is implemented in a semi-active manner, that is, without significant external control forces and substantial power consumption, which are typical for active control approaches. Here, the control is achieved through dynamic, lowcost modification of properties at selected structural nodes. The employed actuators have the untypical form of two-state hinges, which can switch between two extreme states: no transfer of bending moments (effectively a hinge) and full transfer of bending moments (a locked hinge or a typical frame node). Consequently, the control forces are dissipative and coupled to the response. Previous research in this area focused on purely energetic considerations, aiming for global damping of vibrations. In contrast, this paper formulates the control objective in terms of local displacements of a selected degree of freedom, which can be interpreted as the task of isolating it from external excitations. This formulation is employed to define the target sliding hyperplane. The state of the actuators is chosen such that the effective control forces push the structural state toward the target hyperplane. The approach is verified in a numerical example of a six-story shear-type structure subjected to random seismic excitation.

Słowa kluczowe:
Structural control, Semi-active control, Sliding mode control, On/off nodes

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Jedlińska A. - IPPT PAN
Popławski B. - IPPT PAN
Błachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Pisarski D. - IPPT PAN
Jankowski Ł. - IPPT PAN
9.  Mikułowski G., Ostrowski M., Błachowski B., Jankowski Ł., Experimental verification of a semi-active modal control algorithm for structures with lockable joints, SMART 2023, 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 2023-07-03/07-05, Patras (GR), No.446236, pp.572-581, 2023

Streszczenie:
In this study an experimental program for verification of modal control algorithm for semi-active structures is proposed. The considered control approach assumes redirecting of mechanical energy between vibrational modes. The presented research is focused on development of an investigation method that would allow for demonstrating the control concept. Moreover, a suitable flexible structure equipped with semi-active elements is introduced. The proposed laboratory structure is a flat slender frame equipped with a set of six joints. A deliberate design of the joints provides a feasibility for a controllable transfer of the bending moments between chosen adjacent elements of the frame. Such a structure delivers a possibility of real-time modification of its local bending stiffness and therefore can be categorised as semi-active. The investigation covers identification of the modal parameters of the laboratory model, implementation of the control algorithm on an FPGA processor, providing a testing program that exemplifies the process of energy management between the eigenfrequencies. The results reveal that the response of the semi-active structure reflects the derived control algorithm assumptions. To sum up, the modal control algorithm based on real-time monitoring of the structure's modal parameters is experimentally implemented and verified in a laboratory environment.

Słowa kluczowe:
vibration control, semi-active, modal control, experimental verification, lockable joints

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Ostrowski M. - IPPT PAN
Błachowski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
10.  Holnicki-Szulc J., Faraj R., Graczykowski C., Mikułowski G., Pawłowski P., Świercz A., Wołejsza Z., Knap L., Sekuła K., Wiącek D., ADAPTIVE AIRBAG SYSTEMS FOR PROTECTION OF GENERAL AVIATION, AeroBest 2023, II ECCOMAS Thematic Conference on Multidisciplinary Design Optimization of Aerospace Systems, 2023-07-19/07-21, Lisbon (PT), pp.173-183, 2023

Streszczenie:
The contribution describes three innovative external airbag systems developed by the
authors for the protection of flying objects during emergency landings. The first one is the
AdBag system dedicated for small drones, which is designed to protect the carried equipment
and prevent damages to objects or injuries to people at the crash location. The second system
is external airbag designed for ultralight aircraft Skyleader 600, which provides significant
reduction of touchdown velocity and deceleration levels during emergency landings, thereby
improving protection of the pilot and the passengers. Finally, the last presented solution is the
Spring-Drop system with specialized airbag deployment technique, which is dedicated for
specialised airdrop operations where the touchdown conditions can be extremely harsh and
unexpected, while protection of transported cargo is of crucial importance. Both conceptual
studies, numerical simulations and experimental tests of the three proposed systems are
presented and discussed.

Słowa kluczowe:
External airbags, adaptive system, emergency landing, human safety

Afiliacje autorów:
Holnicki-Szulc J. - IPPT PAN
Faraj R. - IPPT PAN
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
Pawłowski P. - IPPT PAN
Świercz A. - IPPT PAN
Wołejsza Z. - IPPT PAN
Knap L. - Politechnika Warszawska (PL)
Sekuła K. - inna afiliacja
Wiącek D. - IPPT PAN
11.  Ostrowski M., Błachowski B., Mikułowski G., Jankowski Ł., Semi-active modal control based on the energy transfer between structural vibration modes, SMART 2023, 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 2023-07-03/07-05, Patras (GR), pp.526-537, 2023

Streszczenie:
Vibration control is a crucial issue in engineering, necessitating the continuous development and refinement of effective control strategies. In the present study, a semi-active control methodology utilizing lockable joints is investigated. The lockable joints provide a modal coupling effect, resulting in controlled energy transfer between vibration modes. Numerical simulations demonstrate that energy can be transferred to higher-order vibration modes and rapidly dissipated through inherent material damping or transferred to a preselected vibration mode for energy harvesting.

Słowa kluczowe:
Semi-active modal control, Smart Structures, Lockable joints, Energy transfer, Vibration damping

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Błachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
12.  Holnicki-Szulc J., Knap L., Świercz A., Mikułowski G., Graczykowski C., Designing Helium-Filled Aerostats Applying Scaling Procedure, Mini-Models CANDY and Fly-Tests on SKYLAB, DELTAs 2022, International Conference on Design and Engineering of Lighter-Than-Air systems , 2022-06-22/06-26, Mumbai (IN), DOI: 10.1007/978-981-19-6049-9_13, pp.183-193, 2023
13.  Błachowski B., Ostrowski M., Mikułowski G., Jankowski Ł., Mode matching vs Bayesian approach for model updating of frame structure with uncertain bolted connection, ISMA2022 / USD2022, International Conference on Noise and Vibration Engineering / International Conference on Uncertainty in Structural Dynamics, 2022-09-12/09-14, Leuven (BE), pp.1325-1334, 2022

Streszczenie:
In this study we show pros and cons of two frequently used approaches for model updating and parametric identification of structural system assembled by uncertain bolted connections. The comparison between classical mode matching and a recently proposed Bayesian approach is demonstrated. Classical methods for modal updating based on modal sensitivity require matching of modal parameters extracted from measurement data with those obtained numerically. Alternative approach is based on a probabilistic framework with the aid of Bayesian methodology. Such an approach explicitly includes the problem of a trade-off between modeling and measurement errors. These two methods are compared an a laboratory-scale three-story frame with unknown parameters corresponding to bolted connections. A total of 82 degrees of freedom are measured using 4 bidirectional accelerometers and roving sensor technique.

Afiliacje autorów:
Błachowski B. - IPPT PAN
Ostrowski M. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
20p.
14.  Mikułowski G., Switching stiffness approach on a semi-active pneumatic actuator dedicated to vibration isolation, ISMA2022 / USD2022, International Conference on Noise and Vibration Engineering / International Conference on Uncertainty in Structural Dynamics, 2022-09-12/09-14, Leuven (BE), No.613, pp.173-184, 2022

Streszczenie:
In this study a novel technique of switchable stiffness dedicated to structural vibration mitigation is presented. The approach is based on a semi-active pneumatic device, which enables the stiffness switching operation via controlled thermodynamic process. The process allows for adaptation of the system in response to the current vibration excitation amplitude and frequency. The proposed system is analysed under passive and semi-active modes of operation in an experimental survey. The study consists of the energy dissipation process analysis and a verification of effectiveness of the concept under varying operational conditions. As a result, experimental transfer functions of a one degree of freedom system revealed minimization of the magnitudes below unity for the complete resonant range. The presented concept introduces an innovative approach to the switching stiffness techniques dedicated to vibration mitigation.

Słowa kluczowe:
stiffness switching, semi-active, vibration isolation, pneumatic, piezoelectric

Afiliacje autorów:
Mikułowski G. - IPPT PAN
15.  Wiszowaty R., Faraj R., Graczykowski C., Mikułowski G., Study on practical implementation of the self-adaptive impact absorber, ISMA2020 / USD2020, International Conference on Noise and Vibration Engineering / International Conference on Uncertainty in Structural Dynamics, 2020-09-07/09-09, Leuven (BE), pp.779-792, 2020

Streszczenie:
The discussed study is focused on implementation of a novel kinematics-based control technique. Presented results are based on theoretical and numerical analyses as well as on experimental investigations, which are focused on elaboration of the efficient self-adaptive energy absorption system. The developed control method has been originally dedicated to the impact mitigation problem, but it can be adjusted to other types of dynamic excitations. Superior performance of the method results from the fact that proposed system adapts automatically to unidentified dynamic excitations and compensates possible unexpected disturbances during the impact absorption process. The analyzed self-adaptive impact absorption system is based on the pneumatic shock-absorber with piezoelectric valve and real-time control system. This contribution is focused on chosen factors which can lead to undesired imperfections in practical implementation of the control method.

Afiliacje autorów:
Wiszowaty R. - IPPT PAN
Faraj R. - IPPT PAN
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
20p.
16.  Popławski B., Mikułowski G., Jankowski Ł., Semi-active decentralized mitigation of randomly excited vibrations in 2D frame structures, SMART 2019, 9th ECCOMAS Thematic Conference on Smart Structures and Materials, 2019-07-08/07-11, Paris (FR), pp.357-363, 2019

Streszczenie:
Semi-active control systems are investigated for more than 40 years, and despite the great progress in this research area, they are still considered to be a complex topic in both theoretical and technical terms. However, their advantages ensure that these control systems remain an extremely attractive subject of scientific and technological development.
In this contribution, we present a semi-active strategy for mitigation of vibration, which utilizes an energy management approach called Prestress-Accumulation Release and is based on controllable activation and removal of selected structural constraints. Here, it is implemented by means of controllable structural nodes of a specific design that allow the transmission of moments between adjacent structural elements to be controlled in an on/off manner. The developed control strategy turned out to be very effective in damping of free structural vibrations of planar frame structures. Extension of the research to other types of vibrations has shown that the proposed control algorithm is versatile and stays efficient in a range of applications and different configurations of the investigated structures. This work is focused on mitigation of vibrations excited by a randomly generated force load.
Decentralization, understood here as controlling the employed actuators based on locally measured structural response, results in a decisive reduction of the complexity of the data acquisition and control systems, which is crucial for actual implementations in real structures, and which facilitates an ad hoc reconfiguration and expansion of the control system if necessary. It also provides the possibility of considering selected structural elements as separate energy dissipative devices, which in our approach act effectively as vibration dampers. This feature, provided by the decentralization, enables to take the advantage of two complementary, interrelated mechanisms of material damping: global dissipation of vibration energy by the PAR and local dissipation in single involved elements.
Numerical and experimental analyses indicate a high degree of effectiveness in alleviation of the amplitude of vibrations induced by a random transient force excitation. The proposed control strategy can be thus utilized not only in the case of momentary impulsive loads that result in predominantly free vibrations, but also in the case of transient random force excitation. It significantly extends the range of possible modes of operation of a structure equipped with the proposed damping system.

Słowa kluczowe:
Semi-active damping, Vibration damping, Random vibration, Forced vibration

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
17.  Mikułowski G., Popławski B., Jankowski Ł., An experimental investigation of the prestress accumulation release strategy for local mitigation of structural vibrations, SMART 2019, 9th ECCOMAS Thematic Conference on Smart Structures and Materials, 2019-07-08/07-11, Paris (FR), pp.323-332, 2019

Streszczenie:
This contribution presents an experimental analysis of the control system configuration for a semi-active frame structure. The structure is equipped with a system that implements a Prestress Accumulation Release strategy for mitigation of vibration. A proper distribution of the sensors for monitoring the actual state of the structure is the key factor that determines the overall effectiveness of the applied strategy. The results and findings presented here reveal a set of basic rules dedicated to solving this crucial issue.

Słowa kluczowe:
Prestress Accumulation Release, Vibration control, Sensor placement, Semi-active structures, Piezoelectric actuation

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Popławski B. - IPPT PAN
Jankowski Ł. - IPPT PAN
18.  Wołejsza Z., Holnicki-Szulc J., Graczykowski C., Hinc K., Faraj R., Kowalski T., Mikułowski G., Kaźmierczak K., Wiszowaty R., Pawłowski P., Dynamics and control of adaptive airbags for UAV impact protection, ISMA 2018 / USD 2018, International Conference on Noise and Vibration Engineering / International Conference on Uncertainty in Structural Dynamics, 2018-09-17/09-19, Leuven (BE), pp.3661-3670, 2018

Streszczenie:
Small drones with total mass of a few kilograms are becoming more and more popular in many applications increasing the probability of occurrence of emergency situations caused by an equipment failure or a human error. In case of a fall from a high altitude very often it is possible to use parachute rescue systems, which however require relatively long time for deployment and development of braking forces. The touchdown velocity may be large enough to exceed limit accelerations for UAV equipment. The paper presents the concept of deployable airbag systems, in particular with adaptive flow control, which provides a possible solution to the above-mentioned problems. The paper discusses the overall control and adaptation strategy. Simplified methods for mathematical modeling are proposed and formulated for an example on a cylindrical airbag. The conceptual part is concluded with the presentation of the methodology of experimental verification and results of initial tests of the integrated airbag system.

Afiliacje autorów:
Wołejsza Z. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
Graczykowski C. - IPPT PAN
Hinc K. - inna afiliacja
Faraj R. - IPPT PAN
Kowalski T. - Adaptronica Sp. z o.o. (PL)
Mikułowski G. - IPPT PAN
Kaźmierczak K. - inna afiliacja
Wiszowaty R. - IPPT PAN
Pawłowski P. - IPPT PAN
20p.
19.  Mikułowski G., Popławski B., Wiszowaty R., Mróz A., Jankowski Ł., An investigation on a semi-active damping of forced structural vibrations by means of controllable structural nodes, ISMA 2018 / USD 2018, International Conference on Noise and Vibration Engineering / International Conference on Uncertainty in Structural Dynamics, 2018-09-17/09-19, Leuven (BE), pp.189-201, 2018

Streszczenie:
Vibration mitigation in space structures creates a unique class of a technical problem where resistant for outgassing and non-fluidic solutions are preferable. Additionaly, a vibration induced by time-varying excitations needs to be effectively reduced. The vibration mitigation task is speciffically difficult in the case of light, slender and inherently flexible structures of various types, such as supporting structures, deployable structures, modular structures or wide-span skeletal roofing structures. This study presents a concept of a vibration attenuation method based on semi-active joints and dedicated to frame structures under forced vibration excitation. The presented investigation contains an analysis of the problem of the optimal control of a structure fitted with semi-active structural members. Furthermore, an adequate model of the semi-active joints is developed and a numerical example is presented. Finally, the research provides an experimental verification of the developed control algorithms, which is conducted on a test stand in a laboratory environment.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Popławski B. - IPPT PAN
Wiszowaty R. - IPPT PAN
Mróz A. - inna afiliacja
Jankowski Ł. - IPPT PAN
20p.
20.  Mikułowski G., Semi-active damping of forced vibrations by means of pneumatic supports, ISMA 2018 / USD 2018, International Conference on Noise and Vibration Engineering / International Conference on Uncertainty in Structural Dynamics, 2018-09-17/09-19, Leuven (BE), pp.1051-1061, 2018

Streszczenie:
Vibration mitigation and vibration isolation are problems existing in a variety of industry branches. Pneumatic suspensions and isolators are a widely utilized technology, and in many applications they need to adapt their properties to a varying mass of the supported object, e.g., loaded or unloaded lorries. However, the pneumatic solutions posses limitations in the field of adequate damping. The change in mass results in a change in the required level of damping. This contribution presents and verifies a concept of an enhanced damping pneumatic device using an example of a Pneumatic Adaptive Absorber (PAA) adapted to the task of mitigation of forced vibrations. The investigation presents a concise introduction to the concept, as well as analytical and numerical modelling of the conceptual device. The contribution proposes a control algorithm based on performed analysis of mechanical energy dissipation process. The concept is verified experimentally in a laboratory. The proposed modelling seems to be in agreement with the demonstrator response.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
20p.
21.  Faraj R., Graczykowski C., Mikułowski G., Wiszowaty R., Holnicki-Szulc J., Control techniques for adaptive absorbers, WCSCM, 7th World Conference on Structural Control and Monitoring, 2018-07-22/07-25, Qingdao (CN), pp.1-9, 2018

Streszczenie:
The paper is aimed at discussion of various control techniques developed for adaptive impact-absorbers protecting structures and machines. Different approaches to the problem of optimal damper design are presented and systems comparison is provided with the example of pneu-matic shock-absorber. The influences of selected control strategy on the absorber characteris-tics, its efficiency and adaptation capabilities are shown. The contribution includes both numerical and experimental examples. The authors highlight the fact that the final design of the device should be elaborated simultaneously with the development of dedicated control system. In some cases properly assumed architecture of the control system enables significant simplifi-cation of the absorber. The paper covers analyses of semi-passive devices with single reconfig-uration to identified excitation conditions and semi-active absorbers capable of adaptation to unknown impact loading. Adaptation mechanisms of such devices and their robustness are com-pared in reference to volatility of system parameters and variety of loading conditions. Limita-tions of smart devices (e.g. piezo-electric valve in pneumatic absorbers) used in practice for absorbers' control are described in relevant mathematical models. Technological challenges in the design and manufacturing of absorbers are identified and methods of their overcoming are proposed.

Słowa kluczowe:
Adaptive Impact Absorption, adaptive control, adaptable system, damper

Afiliacje autorów:
Faraj R. - IPPT PAN
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
22.  Popławski B., Mikułowski G., Mróz A., Jankowski Ł., Decentralized algorithm for semi-active damping of forced vibrations using controllable truss-frame nodes, WCSCM, 7th World Conference on Structural Control and Monitoring, 2018-07-22/07-25, Qingdao (CN), pp.582-590, 2018

Streszczenie:
Semi-active systems for mitigation of vibrations proved to be effective in many applications. Their prominent advantage is that they combine strong points of passive and active damping systems. Proper design can ensure their reliability, which is what passive systems are praised for. A high effectiveness in vibration damping links them with active systems. At the same time they do not have many deficiencies of active systems. They are adaptive, so they can stay effective in different environmental conditions, which is the factor that eliminates passive systems from many implementations. Their mass and energy consumption is very low, and the controlled structure can stay in the safe configuration even in case of power supply failure, which puts them in contrast to many active systems. The mentioned attributes make them a good choice for many structures subjected to vibrations, especially when there is a strong emphasis on maximization of the efficiency/mass ratio of the damping system.
This contribution presents a decentralized closed-loop control strategy and applies it in a frame structure equipped with controllable truss-frame nodes. Such nodes can be switched between frame-like and truss-like states in a controllable manner. In the frame-like state the node transmits all forces and moments, while in the truss-like state only axial and shearing forces are transmitted. These nodes allow for structural reconfiguration, which can be utilized by semi-active control strategies for the purpose of vibration damping. The implemented control algorithm applies the Prestress-Accumulation Release (PAR) strategy based on the transmission of the accumulated potential energy to high modes of vibration, which are highly dissipative. Strain measurements are conducted locally on selected elements. A similar strategy proved its effectiveness in mitigation of free structural vibrations. This research studies the concept of its application to mitigation of forced structural vibrations, caused by variable external conditions.

Słowa kluczowe:
Semi-active damping, Truss-frame nodes, Prestress-Accumulation Release (PAR), Decentralized control

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Jankowski Ł. - IPPT PAN
23.  Popławski B., Mikułowski G., Suwała G., Jankowski Ł., Optimization of actuator placement for vibration damping in the Prestress-Accumulation release control approach, WCSCM, 7th World Conference on Structural Control and Monitoring, 2018-07-22/07-25, Qingdao (CN), pp.818-827, 2018

Streszczenie:
This contribution proposes a quantitative criterion for optimization of actuator placement for the Prestress–Accumulation Release (PAR) strategy of mitigation of vibrations. The PAR strategy is a semi-active control approach that relies on controlled redistribution of modal energy into high-frequency high-order modes, where it is effectively dissipated by means of the natural mechanisms of material damping. The energy transfer is achieved by a controlled temporary removal of selected structural constraints. An example is a short-time decoupling of rotational degrees of freedom in a frame node, so that the bending moments are no longer transferred between the involved beams. If it such a decoupling is performed at the maximum of the shear/bending strain energy of adjacent beams, it results in an almost instantaneous energy release into high-frequency local vibrations and quick dissipation of energy. We propose and test a quantitative criterion for placement of such actuators. The criterion is based on local modal strain energy that can be released into high-order modes. The numerical time complexity is linear with respect to the number of actuators, which facilitates quick selection of placements in large structures.

Słowa kluczowe:
semi-active control, damping of vibrations, actuator placement, smart structures, Prestress-Accumulation Release (PAR)

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Suwała G. - IPPT PAN
Jankowski Ł. - IPPT PAN
24.  Popławski B., Mikułowski G., Mróz A., Sekuła K., Jankowski Ł., A decentralized strategy of structural reconfiguration in mitigation of vibrations, Procedia Engineering, ISSN: 1877-7058, DOI: 10.1016/j.proeng.2017.09.363, Vol.199, pp.1683-1688, 2017

Streszczenie:
This contribution proposes a decentralized closed-loop control algorithm for semi-active mitigation of free vibrations in frame structures. The control uses dedicated dissipative devices, which consist of two controllable structural nodes placed pairwise in both ends of selected structural beams. The nodes are capable of a controlled transition between the standard frame mode of operation (full moment-bearing ability) and the truss mode in which they do not bear any moments and constitute in fact structural hinges. Synchronous switching is equivalent to reconfiguration of the global structure by (dis)allowing the involved beams to transmit moments and to accumulate vibration energy in the form of their bending strain. Upon switching to the truss mode, the accumulated energy is released into high-frequency local vibrations, which undergo quick dissipation by standard mechanisms of material damping. The approach is illustrated in a numerical example and verified in a preliminary experimental test.

Słowa kluczowe:
Mitigation of vibrations, Semi-active control, Decentralized control, Structural reconfiguration

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Sekuła K. - inna afiliacja
Jankowski Ł. - IPPT PAN
20p.
25.  Mikułowski G., Suwała G., Knap L., Holnicki-Szulc J., Adaptive techniques for suppresion of forced vibrations, SMART 2017, 8th Conference on Smart Structures and Materials, 2017-06-05/06-08, Madrid (ES), pp.166-175, 2017

Streszczenie:
Adaptive structures, equipped with so-called structural fuses (based on fast responding piezo-devices), able to connect/disconnect instantly selected structural interface, allows effective protection against resonance induction via externally forced vibrations. The presented case study demonstrates haw forced vibrations with modifiable frequencies can be smoothly received, if structural fuses are properly activated/deactivated when the external excitation approaches the structural eigen frequencies.

Słowa kluczowe:
Adaptive structures, forced vibrations, avoiding resonance, structural fuses

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Suwała G. - IPPT PAN
Knap L. - Politechnika Warszawska (PL)
Holnicki-Szulc J. - IPPT PAN
26.  Popławski B., Mikułowski G., Mróz A., Jankowski Ł., Decentralized damping of vibrations in 2D frame structures using controllable nodes, SMART 2017, 8th Conference on Smart Structures and Materials, 2017-06-05/06-08, Madrid (ES), pp.94-103, 2017

Streszczenie:
Extensive research efforts have been recently devoted to semi-active structural control with its paradigms of smart self-adaptivity and low consumption of energy, which is used for local adaptation rather than to generate external control forces. Considered application areas include adaptive landing gears, seismic isolation systems, vehicle-track/span systems, power train electro-mechanical systems, damping of flexible space structures, vehicle crashworthiness, arctic engineering, wind turbines, etc. A part of the research concerns semi-active management of strain energy for damping of structural vibrations. Early works considered truss structures with stiffness-switched bars. They later evolved into either standalone one degree of freedom stiffness-switched dampers and isolators or investigations in triggering modal energy transfer to highly-damped high-order modes. The latter researches seem all to study the fundamental vibration mode of a cantilever beam with two detachable layers and differ mainly in the actuator technologies; the main idea is to employ actuators for a quick release of the vibration-related strain energy. This research extends the problem to general 2D frames. Controllable truss-frame nodes are incorporated into the structure. Thanks to their controllable ability to transmit moments, they allow for a quick transition between truss and frame modes. We propose a new, decentralized, closed-loop control strategy based on local energy measures. Vibration damping is more effective than in the previously studied control scheme based on a global energy measure, especially for higher vibration modes. Mitigation of vibrations will be presented in representative numerical examples, including a comparison to the global energy-based control strategy. Finally, results of experimental study, conducted on a structure analogous to the one from numerical simulations, will be demonstrated.

Słowa kluczowe:
Vibration damping, Smart structures, Semi-active control, PAR strategy, Decentralized damping strategy

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Jankowski Ł. - IPPT PAN
27.  Jankowski Ł., Graczykowski C., Pawłowski P., Mikułowski G., Ostrowski M., Popławski B., Faraj R., Suwała G., Holnicki-Szulc J., Adaptive Self-Protection against Shock and Vibration, Advances in Science and Technology, ISSN: 1662-0356, DOI: 10.4028/www.scientific.net/AST.101.133, Vol.101, pp.133-142, 2017

Streszczenie:
This contribution reviews the challenges in adaptive self-protection of structures. A proper semi-active control strategy can significantly increase structural ability to absorb impact-type loads and damp the resulting vibrations. Discussed systems constitute a new class of smart structures capable of a real-time identification of loads and vibration patterns, followed by a low-cost optimum absorption of the energy by structural adaptation. Given the always surging quest for safety, such systems have a great potential for practical applications (in landing gears, road barriers, space structures, etc.). Compared to passive systems, their better performance can be attributed to the paradigm of self-adaptivity, which is ubiquitous in nature, but still sparsely applied in structural engineering. Being in the early stages of development, their ultimate success depends on a concerted effort in facing a number of challenges. This contribution discusses some of the important problems, including these of a conceptual, technological, methodological and software engineering nature.

Słowa kluczowe:
adaptive impact absorption, smart structures, semi-active control, safety engineering

Afiliacje autorów:
Jankowski Ł. - IPPT PAN
Graczykowski C. - IPPT PAN
Pawłowski P. - IPPT PAN
Mikułowski G. - IPPT PAN
Ostrowski M. - IPPT PAN
Popławski B. - IPPT PAN
Faraj R. - IPPT PAN
Suwała G. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
28.  Mikułowski G., Fournier M., Porchez T., Belly C., Claeyssen F., Semi-Passive Vibration Control Technique via Shunting of Amplified Piezoelectric Actuators, ACTUATOR 2016, 15th International Conference on New Actuators, 2016-06-13/06-15, Bremen (DE), pp.542-546, 2016

Streszczenie:
The objective of this paper is to provide results of an experimental and analytical investigation of Amplified Piezoelectric Actuators (APA) as vibrational isolator in a configuration of a mechanical Single Degree of Freedom system. The investigation is aimed at assessment of the mechanical properties modification ability via shunting techniques. The investigation consist of a phenomenological modelling of the APAs considered as generators and experimental verification of the vibrational energy dissipation ability in frequency domain. The results obtained during this investigation reveal that it is feasible to receive more than 20 dB reduction of the displacement amplification in the resonant range. Moreover, three tested examples of APA reveal up to 9 % of resonant frequency shift due to proper adjustment of the electronic shunting circuit, which is an encouragement for further analyses towards application of the APAs in semi-passive vibration control applications.

Słowa kluczowe:
Vibration, Dissipation, Adaptive, Piezoelectric

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Fournier M. - Cedrat Technologies S.A. (FR)
Porchez T. - Cedrat Technologies S.A. (FR)
Belly C. - Cedrat Technologies S.A. (FR)
Claeyssen F. - Cedrat Technologies S.A. (FR)
29.  Mikułowski G., Wiszowaty R., Holnicki-Szulc J., Analysis and thermodynamic modeling of a pneumatic adaptive absorber, 6WCSCM, 6th World Conference on Structural Control and Monitoring, 2014-07-15/07-17, Barcelona (ES), pp.3057-3066, 2014

Streszczenie:
The objective of this work was to develop a mathematical model of coupled thermodynamic and mechanical processes proceeding in pneumatic, adaptive absorbers under cyclic loadings. The results of the modelling were to be verified versus experimentally obtained data. The analysis was divided into sections devoted to: forces acting on the piston, thermodynamics of the gas in the absorber’s chambers, gas flow through the piezoelectric valve. Three control volumes were distinguished within the absorber’s structure in order to analyze the thermodynamic processes. For each control volume analysis of energy balance, thermodynamic state parameters and heat transfer were performed. A set of equations was formulated for each control volume in order to determine: (1) motion of the piston in relation to the acting forces, (2) the gas state evolution, (3) energy balance within each control volume and (4) heat transfer to the surroundings. The obtained results revealed that the proposed approach to modeling was in good agreement with the data obtained experimentally. The controllability of the absorber was successfully reflected by means of the numerical model outcome.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
30.  Rojek J., Mikułowski G., Marczewska I., Experimental and numerical studies on magnetorheological fluids, 6WCSCM, 6th World Conference on Structural Control and Monitoring, 2014-07-15/07-17, Barcelona (ES), pp.2152-2159, 2014

Streszczenie:
This paper presents experimental and numerical studies of magnetorheological (MR) fluids. Experimental studies have been focused on the investigation of MR fluid flow in the valve mode. An experimental device operating in the valve mode has been built and used for testing. Numerical investigations h ave included analysis of magnetic field, continuum based analytical modelling of the valve mode as well as micromechanical discrete element simulation of MR fluid. Analytical studies of the MR flow have been carried out using the conventional Buckingham equation with constant yield stress across the valve gap and the modified Buckingham equation with nonlinear yield stress distribution across the channel according to the magnetic field distributionm determined numerically. The analytical results have been compared with experimental data. A better performance of the modified Buckingham model has been observed. A micromechanical model of MR fluids has been developed within the discrete element framework. The DEM model has been verified qualitatively on a test example of forming chains by magnetized particles after application of an external magnetic field.

Afiliacje autorów:
Rojek J. - IPPT PAN
Mikułowski G. - IPPT PAN
Marczewska I. - IPPT PAN
31.  Mikułowski G., Ostrowski M., Holnicki-Szulc J., Overview of High Performance Actuator and High Performance Valve Technologies, ACTUATOR 2012, International Conference on new actuators, 2012-06-18/06-20, Bremen (GE), pp.742-745, 2012

Streszczenie:
This paper describes concepts of two different technologies developed for control of gas flow in High Performance Actuator (HPA) and control of gas discharge from airbag system through High Performance Valve (HPV). The HPA technology utilizes piezoelectric valve to govern flow in the pneumatic cylinder, used as an impact absorber or smart damper, while the HPV uses membrane surfaces driven by flow and controlled by explosive rings to mode discharge of an airbag system. Both techniques, different in their nature realizes comparatively similar function in flow different scales but similar time scale, where each cycle of operation is near single milliseconds. The paper also covers experimental results and a simple numerical study on the High Performance Valve (HPV) concept developed for a control of an adaptive inflatable impact energy absorber (gas-bag). Patent pending concept of the HPV is utilizing a flow energy drive method, using the flow energy to move and seal working parts of the valve.

Słowa kluczowe:
Adaptive devices, Piezo-valve, Airbag, Valve, Explosion, Control

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Ostrowski M. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
32.  Mikułowski G., Wiszowaty R., An Adaptive Pneumatic Shock-Absorber with a Piezo-valve under Harmonic Loading, EACS 2012, 5th European Conference on Structural Control, 2012-06-18/06-20, Genoa (IT), pp.1-8, 2012

Streszczenie:
An adaptive pneumatic shock absorber with a piezo-valve was designed for real-time impact energy dissipation. The device was a piston-cylinder type with a fast actuated (less than 2 ms) piezo-valve positioned inside the piston. The principle of operation of the device was to keep the reaction force on a predefined level by means of managing of the gas flow between the internal chambers of the shock absorber. The internal chambers were defined by spaces in the cylinder on both sides of the piston. The proper control of the valve, which connected the two chambers, allowed to adjust the instantaneous pressure drop between them. The pressure drop was a decisive factor that influenced the total reaction force of the shock absorber.
The presented investigation was conducted using the MTS Test System experimental setup in order to perform measurements of stiffness and viscous effects in the domain of frequency of excitation. The shock absorber under investigation was fixed between a stiff base and a piston rod of the hydraulic actuator that was used for the mechanical excitation.
The conducted set of experimental tests included measuring of the following set of quantities: frequency of harmonic excitation, reaction force of the absorber, displacement of the piston, velocity of the piston, gas pressure in both chambers.
The presented research was focused on characterization of the response of the device to harmonic excitation. The study was aimed at identification of limits of the device in terms of its controllability and adaptability.

Słowa kluczowe:
adaptive devices, Adaptive Impact Absorption, AIA, pneumatic shock-absorbers, piezo stack, piezo-valve

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
33.  Holnicki-Szulc J., Graczykowski C., Grzędziński J., Mikułowski G., Mróz A., Pawłowski P., Wiszowaty R., Adaptive Impact Absorption - the concept, simulations and potential applications, 4th International Conference on Protection of Structures Against Hazards, 2012-11-15/11-16,, pp.1-16, 2012

Streszczenie:
Adaptive Impact Absorption focuses on adaptation of energy absorbing structures to actual dynamic loading by using system of sensors detecting and identifying impact in advance and semi -active dissipaters with controllable mechanical properties which enable change of system dynamic characteristics in real time. The article present s a review of research conducted at the Department of Intelligent Technologies of the Institute of Fundamental Technological Research dedicated to applications of systems for Adaptive Impact Absorption. Wide range of presented examples covers pneumatic landing gears, bumpers for offshore towers, wind turbine blade-hub connections and d protective barriers for automotive applications.

Słowa kluczowe:
adaptive impact absorption, safety engineering, smart structures, optimal control

Afiliacje autorów:
Holnicki-Szulc J. - IPPT PAN
Graczykowski C. - IPPT PAN
Grzędziński J. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Pawłowski P. - IPPT PAN
Wiszowaty R. - IPPT PAN
34.  Wiszowaty R., Biczyk J., Graczykowski C., Mikułowski G., Method of impact energy dissipation by the use of the pneumatic impact absorber with a piezo-valve, SMART2011, 5th ECCOMAS Thematic Conference on Smart Structures and Materials, 2011-07-06/07-08, Saarbrücken (DE), pp.640-647, 2011

Słowa kluczowe:
Adaptive structures, Shock absorption, Impact energy absorption, Piezoelectric valve

Afiliacje autorów:
Wiszowaty R. - IPPT PAN
Biczyk J. - Adaptronica Sp. z o.o. (PL)
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
35.  Holnicki-Szulc J., Graczykowski C., Mikułowski G., Mróz A., Ostrowski M., Wiszowaty R., Adaptive impact absorption for safety engineering, 9th International Conference on Shock & Impact Loads on Structures, 2011-11-16/11-18, Fukuoka (JP), pp.373-385, 2011

Streszczenie:
Adaptive Impact Absorption focuses on active adaptation of energy absorbing structures to actual dynamic loading by using system of sensors detecting and identifying impact in advance and controllable semi-active dissipaters with high ability of adaptation. The article presents a review of research carried out in the Department of Intelligent Technologies of Institute of Fundamental Technological Research dedicated to applications of systems for adaptive impact absorption. Wide range of presented examples covers pneumatic landing gears, adaptive crashworthy structures, wind turbine blade-hub connections and flow control based airbags for maritime and aeronautical applications.

Słowa kluczowe:
smart structures, adaptive structures, Adaptive Impact Absorption, crashworthiness, safety engineering

Afiliacje autorów:
Holnicki-Szulc J. - IPPT PAN
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Ostrowski M. - IPPT PAN
Wiszowaty R. - IPPT PAN
36.  Graczykowski C., Mikułowski G., Holnicki-Szulc J., Adaptive impact absorption – a benchmark and an example absorber, SMART2011, 5th ECCOMAS Thematic Conference on Smart Structures and Materials, 2011-07-06/07-08, Saarbrücken (DE), pp.663-668, 2011

Streszczenie:
This paper proposes a benchmark for conceptual devices dedicated to adaptive impact absorption (AIA) and protection against shock excitations. The problem of the exploitation impacts is present in a wide class of applications, and particularly where direction of the object’s movement is well-defined, for example: precise docking systems, rail car buffers or landing gear shock absorbers. In those applications the objective is to equalize the values of velocities of the bodies in order to minimize the deceleration peak. The proposed benchmark establishes a comparing procedure for materials or devices in the field of AIA in a simplified regime in order to improve the comparability of the solutions. A drop test device is proposed to be used for testing the proposed devices in the predefined experimental regime. Besides, an example of the adaptive absorber is presented.

Afiliacje autorów:
Graczykowski C. - IPPT PAN
Mikułowski G. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
37.  Mikułowski G., Pawłowski P., Graczykowski C., Wiszowaty R., Holnicki-Szulc J., On a pneumatic adaptive landing gear system for a small aerial vehicle, SMART 2009, 4th ECCOMAS Thematic Conference on Smart Structures and Materials, 2009-07-13/07-15, Porto (PT), pp.1-9, 2009

Streszczenie:
The class of ultra-light aircraft becomes more and more popular among the enthusiasts of aviation due to low formal requirements of getting the pilot license and low costs of the equipment. Therefore, the training of the pilots starts to be a large-scale task. One of the most difficult operation for the inexperienced pilots is touch-down and it often happens to strike the ground with a high sink speed. In consequence the training machines are endangered of fast structural damage. A potential solution would be to mount a system of adaptive landing gear for light aircraft with a capability of recognition of the actual landing impact and tuning the landing struts in order to conduct the smoothest landing operation possible. In the case of the ultra-light aircraft class the weight of the components is the crucial task and therefore the low-weight pneumatic system is proposed for these application.
The paper presents a concept of an adaptive landing system and adequate control strategy for a small aerial vehicle. The objective of the work was to develop a fully functional model of the landing system and experimental verification of it. The system is based on the new pneumatic impact absorbers actuated via piezo-stacks. The concept assumes designing of the system with the capability of adaptation to actual energy of impact scenario identified by a dedicated sensing system for impact energy recognition.
The designed control system was dedicated to process the data from the system of impact energy recognition in order to perform the optimal landing scenario. The objective of the control strategy was minimization of the structure’s deceleration peaks during the touchdown.
The presented results consist of numerical analysis of the adopted strategy of control and experimental verification of the concept on the dedicated experimental device. The results proved that the proposed method allowed minimization of the maximal deceleration level acting on the demonstrator.

Afiliacje autorów:
Mikułowski G. - IPPT PAN
Pawłowski P. - IPPT PAN
Graczykowski C. - IPPT PAN
Wiszowaty R. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN

Abstrakty konferencyjne
1.  Jedlińska A., Pisarski D., Mikułowski G., Błachowski B., Hou J., Jankowski Ł., Damage-aware structural control with reinforcement learning, SolMech 2024, 43rd Solid Mechanics Conference, 2024-09-16/09-18, Wrocław (PL), pp.203-203, 2024

Streszczenie:
This presentation considers a semi-active control method aimed at the reduction of structural vibrations in the presence of unknown structural damages. The control algorithm is developed using reinforcement learning [1], a machine learning technique characterized by an iterative trial-and-error interaction of the control agent with the controlled structure. A quasi-optimal control law is derived by observing and learning from the collected interaction experience. By being data-driven, this strategy bypasses the need for an analytical derivation of optimal control, which can be challenging in semi-active and nonlinear control systems [2]. The approach of double Deep Q Learning (DQN) with experience replay is used. It builds upon earlier results [3], but here the aim here is to promote control robustness in the presence of unknown structural damages. The control algorithm is ultimately encoded in the form of a trained artificial neural network with a custom architecture that involves a dedicated damage-identification branch.
The effectiveness of the approach is demonstrated using a numerical model of a structure subjected to a seismic-type random excitation. A semi-active tuned mass damper (TMD) is employed as the actuator, and the control signal affects its viscous damping properties. The reference baseline is provided by the optimally tuned, classical passive TMD.

Słowa kluczowe:
Structural control, Semi-active control, Structural health monitoring (SHM), Reinforcement learning, Machine learning

Afiliacje autorów:
Jedlińska A. - IPPT PAN
Pisarski D. - IPPT PAN
Mikułowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Hou J. - Dalian University of Technology (CN)
Jankowski Ł. - IPPT PAN
2.  Niemczyk-Soczyńska B., Kołbuk-Konieczny D., Mikułowski G., Rogujski P., Stanaszek L., Sajkiewicz P., INJECTABLE THERMOSENSITIVE METHYLCELLULOSE/AGAROSE HYDROGEL AS SMART SCAFFOLD FOR TISSUE ENGINEERING APPLICATIONS, Tissue Engineering Part A, ISSN: 1937-3341, DOI: 10.1089/ten.tea.2023.29046.abstracts, pp.631, 2023
3.  Wiszowaty R., Faraj R., Mikułowski G., Graczykowski C., Experimental verification of the kinematic control for pneumatic impact absorber, EACS 2022, 7th European Conference on Structural Control, 2022-07-10/07-13, Warszawa (PL), pp.144-145, 2022
4.  Mikułowski G., Popławski B., Jankowski Ł., Experimental validation of vibration control performance and sensor placement in a frame structure with semi-active joints, EACS 2022, 7th European Conference on Structural Control, 2022-07-10/07-13, Warszawa (PL), pp.126-127, 2022
5.  Wolejsza Z., Mikułowski G., Holnicki-Szulc J., Challanges for smart space: LTA (Lighter than Air) aerostats for globe health monitoring and telecommunication, EACS 2022, 7th European Conference on Structural Control, 2022-07-10/07-13, Warszawa (PL), pp.47-47, 2022
6.  Poplawski B., Mikułowski G., Mróz A., Jankowski Ł., Semi-active vibration mitigation of 2D frames by means of local nodal reconfiguration, EACS 2022, 7th European Conference on Structural Control, 2022-07-10/07-13, Warszawa (PL), pp.26-27, 2022
7.  Świercz A., Graczykowski C., Knap L., Mikułowski G., Holnicki-Szulc J., DESIGN OF ADAPTIVE AEROSTATS FOR SHORT-TERM MISSIONS, EACS 2022, 7th European Conference on Structural Control, 2022-07-10/07-13, Warszawa (PL), pp.48-49, 2022
8.  Mikułowski G., Popławski B., Jankowski Ł., Semi-active mitigation of structural vibrations in 2D frames by on/off nodal reconfiguration, ICEM, 19th International Conference on Experimental Mechanics, 2022-07-17/07-21, Kraków (PL), pp.270-271, 2022
9.  Ostrowski M., Błachowski B., Mikułowski G., Jankowski Ł., Comparison of mode matching and bayesian approach for parametric identification of frames with bolted connections, EACS 2022, 7th European Conference on Structural Control, 2022-07-10/07-13, Warszawa (PL), pp.86-86, 2022

Streszczenie:
Nowadays engineering studies require the use of the sophisticated finite element (FE) models consisting of hundreds if not thousands of degrees of freedom. However, using only such models does not allow for accurate reproduction of physical properties of real structures. To overcome this problem usually model updating (MU) techniques are employed. MU usually has one of two goals: 1) modification of some parameters of the model in order to minimize error between output of the FE model and experimental data obtained from the real system, and 2) identification of some properties of the real system using both experimental data and updated FE model. The former case relates to finding the model for performing simulations of the behaviour of the real system. In the later case MU can be applied in damage assessment process. Due to modelling uncertainties minimization of the error between measured and model output does not always provides the most accurate parametric identification. In this research unknown parameters describing rotational stiffness of bolted connections in a frame structure are estimated. Effectiveness of the two competitive model updating methods are compared. The first is based on modal sensitivities and minimizes error between numerical and experimental modal data. It requires matching of the numerical modes with the experimental ones, hence it is often called mode matching. The second is based on probabilistic Bayesian framework. In this approach maximum a posteriori (MAP) estimate of the unknown parameters is searched. It provides an augmented optimization allowing for model updating without mode matching. Moreover, this method is intended for parametric identification and explicitly includes the modelling errors into the problem formulation. In this study vibration modes are obtained from laboratory-scale frame with uncertain bolted connections. It is shown that assembly imperfections have significant influence on the mode shapes of the frame. The results also show that the two methods for model updating provide significantly different values of the identified stiffness parameters for the investigated bolted connections.

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Błachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
10.  Jankowski Ł., Popławski B., Ostrowski M., Jedlińska A., Mikułowski G., Błachowski B., Pisarski D., Wiszowaty R., Mróz A., Orłowska A., Hou J., Holnicki-Szulc J., Semi-active mitigation of free and forced vibrations by means of truss-frame nodes, CMM-SolMech 2022, 24th International Conference on Computer Methods in Mechanics; 42nd Solid Mechanics Conference, 2022-09-05/09-08, Świnoujście (PL), pp.1-2, 2022

Streszczenie:
This contribution reviews a recently proposed control strategy for mitigation of vibrations based on the Prestress-Accumulation Release (PAR) approach [1]. The control is executed by means of semi-actively controllable truss-frame nodes. Such nodes have an on/off ability to transfer bending moments: they are able to temporary switch their operational characteristics between the truss-like and the frame-like behaviors. The focus is not on local energy dissipation in the nodes treated as friction dampers, but rather on stimulating the global transfer of vibration energy to high-order modes. Such modes are high-frequency and thus highly dissipative by means of the standard mechanisms of material damping. The transfer is triggered by temporary switches to the truss-like state performed at the moments of a high local bending strain. A sudden removal of a kinematic constraint releases the locally accumulated strain energy into high-frequency and quickly damped vibrations.
The first formulation investigated global control laws [1]. Recent approaches generalized it to decen-tralized control with a local-only feedback, which was tested in damping of free vibrations [2] as well as forced vibrations [3]. Recently, a global formulation was proposed that aims at a targeted energy transfer between specific vibration modes [4], and attempts were made to go beyond skeletal struc-tures [5]. Numerical and experimental results will be presented to confirm the high effectiveness of the approach in mitigation of free, forced random and forced harmonic vibrations.

Afiliacje autorów:
Jankowski Ł. - IPPT PAN
Popławski B. - IPPT PAN
Ostrowski M. - IPPT PAN
Jedlińska A. - IPPT PAN
Mikułowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Pisarski D. - IPPT PAN
Wiszowaty R. - IPPT PAN
Mróz A. - IPPT PAN
Orłowska A. - IPPT PAN
Hou J. - Dalian University of Technology (CN)
Holnicki-Szulc J. - IPPT PAN
11.  Ostrowski M., Błachowski B., Mikułowski G., Jankowski Ł., Identification of dynamic characteristics of uncertain bolted connections in a frame structure, CMM-SolMech 2022, 24th International Conference on Computer Methods in Mechanics; 42nd Solid Mechanics Conference, 2022-09-05/09-08, Świnoujście (PL), pp.1-2, 2022

Streszczenie:
Parametric identification of structures and their components can be encountered in many engineering problems such as damage assessment or model updating for the control purposes. In the present study the attention is on two approaches to model updating. The first approach is the classical penalty func-tion that minimizes the square norm of the error between experimental and numerical modal data. The second one is a probabilistic Bayesian framework that maximizes the a posteriori probability density function of the unknown parameters based on the experimental data. The main difference between these two approaches is related to the fact that the penalty function methods requires matching of the numerical data with those obtained experimentally. The Bayesian approach is not vulnerable to this problem, but it requires more weighting parameters to be selected. An improper selection of these parameters leads to a worse identification accuracy. In this work, the two approaches are compared using data obtained from experiments on a laboratory-scale frame with highly uncertain bolted connec-tions. 17 uncertain stiffness parameters are to be identified: 16 of them correspond to the bolted con-nections and one to the Young modulus of the beams. 82 degrees of freedom are measured with the aid of 4 bidirectional accelerometers and roving sensor technique. Experimental modal data used for model updating contain nine mode shapes and the corresponding natural frequencies within the fre-quency range from 0 to 1 kHz. The research is divided into three steps: (1) model class selection, (2) assessment of the parameter identifiability and (3) updating of the selected model with the aid of both examined model updating methods.

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Błachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
12.  Popławski B., Mikułowski G., Jankowski Ł., Semi-active Decentralized Vibration Damping Strategy in Two-dimensional Frame Structures, CIMTEC 2022, 15th International Conference on Modern Materials and Technologies - 9th Forum on New Materials, 2022-06-25/06-29, Perugia (IT), pp.1, 2022

Streszczenie:
Vibration damping is a very important aspect of engineering practice. The basic strategy of coping with vibrations is to properly design the structure, which will either eliminate or at least limit this phenomenon. When structural changes are not sufficient, a vibration damping system shall be introduced. We have developed a semi-active vibration damping system for 2D frame structures which proved to be efficient in various load conditions. Mitigation of vibration amplitudes, with very satisfying results, can be achieved both in free, as well as in forced vibrations which can have harmonic or purely random characteristics. In all cases numerical findings were confirmed with experimental investigations conducted on a similar structure, which authenticates the quality of the proposed control algorithm. Decentralization of the control system contributes to improving the safety and efficiency of the control. It also simplifies its implementation in the real structure, which is an additional advantage over the centralized control systems. The authors acknowledge the support of the National Science Centre, Poland (grant agreement 2020/39/B/ST8/02615).

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
13.  Jankowski Ł., Popławski B., Ostrowski M., Jedlińska A., Mikułowski G., Błachowski B., Pisarski D., Wiszowaty R., Mróz A., Holnicki-Szulc J., Semi-active damping of structural vibrations using controllable truss-frame nodes, 8WCSCM, 8th World Conference on Structural Control and Monitoring, 2022-06-05/06-08, Orlando, Florida (US), pp.1, 2022

Streszczenie:
This contribution reviews a recently proposed semi-active control approach based on the Prestress-Accumulation Release strategy, which aims at damping of structural vibrations by promoting vibration energy transfer from lower- into higher-order modes that have significant material damping. Unlike typical semi-active control, which focuses on local dissipation in actuators, the aim is to trigger natural global damping mechanisms. The actuators are controllable truss-frame nodes: lockable hinges that can change their mode of operation from a frame node (locked hinge) into truss node (free rotation). Sudden removal of such a kinematic constraint releases the accumulated bending energy into high-frequency quickly damped local vibrations. Two formulations are reviewed: decentralized with local-only feedback, and global, which aims at a targeted energy transfer between specific modes. Experimental results confirm the effectiveness using free, forced harmonic and random vibrations.

Afiliacje autorów:
Jankowski Ł. - IPPT PAN
Popławski B. - IPPT PAN
Ostrowski M. - IPPT PAN
Jedlińska A. - IPPT PAN
Mikułowski G. - IPPT PAN
Błachowski B. - IPPT PAN
Pisarski D. - IPPT PAN
Wiszowaty R. - IPPT PAN
Mróz A. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN
14.  Ostrowski M., Błachowski B., Mikułowski G., Jankowski Ł., Parametric identification of uncertain bolted connections with Bayesian approach, LSCE, XXVII Conference of Lightweight Structures in Civil Engineering, 2021-12-02/12-03, Łódź (PL), pp.93-96, 2021

Streszczenie:
The paper presents the parametric identification of structural connections characterised by highly uncertain stiffness. Such uncertainties often appear in structural bolted connections. One of the common problems in parametric identification with the use of modal data is the problem of the mode matching. In this work the model updating method based on the Bayesian approach was used to identify the unknown parameters. Due to the probabilistic framework it allows to avoid the problem of the mode matching. A laboratory-scale frame structure is considered in this research, however this structure contains bolted connections common also in large-scale light-weight structures. The problem of parametric identification has been decomposed into the following tasks: (a) selection of the finite element model, (b) evaluation of the identifiability of the parameters, and (c) updating the finite element model with the use of available measurement data.

Słowa kluczowe:
Bayesian approach, mode matching, system identification, model updating, bolted connections

Afiliacje autorów:
Ostrowski M. - IPPT PAN
Błachowski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Jankowski Ł. - IPPT PAN
15.  Ostrowski M., Błachowski B., Mikułowski G., Jankowski Ł., Bayesian approach for efficient identification of highly uncertain structural parameters, WEO 2021, 2nd Workshop on Engineering Optimization, 2021-10-07/10-08, Warszawa (PL), pp.39-43, 2021
16.  Popławski B., Mikułowski G., Mróz A., Wiszowaty R., Jankowski Ł., Controllable transmission of moments for semi-active damping of structural vibrations, RANM2019, Fourth International Conference on Recent Advances in Nonlinear Mechanics, 2019-05-07/05-10, Łódź (PL), pp.1-2, 2019

Streszczenie:
In the recent decades, a significant stream of research in structural control has focused on semi-active control approaches. The two constitutive characteristics of a semi-active system are its low consumption of energy and the capability of smart self-adaptation. The inspiration can be traced back to Nature, where dynamic and energy-efficient self-adaptation to varying external conditions is a ubiquitous mode of operation. These ideas are fundamentally different from the paradigms behind the active control (active counteraction) and the passive approaches (passive absorption). In applications to mitigation of vibrations in structural control, within the spectrum of the semi-active techniques, there are two basic approaches that can be identified as: 1) stimulation of local dissipation in actuators, which basically amounts to maximization of the local force--displacement loops, and 2) local triggering of the global material dissipation mechanisms, which is called the prestress accumulation--release (PAR) control strategy. This contribution reports on a specific control technique from the second group.

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Wiszowaty R. - IPPT PAN
Jankowski Ł. - IPPT PAN
17.  Kowalski T., Faraj R., Graczykowski C., Hinc K., Mikułowski G., Pawłowski P., Wołejsza Z., Development of adaptive airbags for emergency landing of small uav, SolMech 2018, 41st SOLID MECHANICS CONFERENCE, 2018-08-27/08-31, Warszawa (PL), pp.1-2, 2018
18.  Popławski B., Mikułowski G., Wiszowaty R., Jankowski Ł., Semi-active mitigation of externally induced vibrations, SolMech 2018, 41st SOLID MECHANICS CONFERENCE, 2018-08-27/08-31, Warszawa (PL), No.P197, pp.1-2, 2018

Streszczenie:
Almost all man-made structures are exposed to vibration. Regardless of whether these are large structures such as bridges or skyscrapers, machines with rotating parts such as engine shafts, frame structures or vehicle suspensions, excessive vibrations can be very harmful. From the perspective of their effects they can be seen as very spectacular (e.g., a collapse of a bridge) or not worth much attention (e.g., a failure of a motor shaft), but in each of these cases, the effect is the destruction of the structure and a negative impact on the users of these devices.
Several approaches can be used by the designers to overcome this phenomenon. The most basic, but often sufficient, method is to introduce changes in the mechanical parameters of the system affecting the severity of vibration in operational conditions, i.e., its mass or stiffness. If such design changes cannot be realized, or if vibration problems are detected after the system is manufactured, or if a vibration suppression system must be used for other reasons, one of the three basic types of such systems can be used.
The primary choice is usually a passive vibration damping system. These are relatively simple systems whose mode of operation is the passive dissipation of the energy of structural vibrations. Their design and simple functionality ensures that they are highly reliable, but their simplicity is reflected, unfortunately, in their limited efficiency. Their flexibility may be also considered as insufficient: once configured, even a small change in the specific operating conditions can result in a drastic loss of performance. This indicates a rather narrow spectrum (frequency range) of correct system operation.
Active systems constitute a much more effective damping approach. In this case, vibration attenuation is achieved not by means of dampers, but by actuators integrated into the structure. This approach allows to achieve very good results of vibration mitigation over a wide range of excitation frequencies. High efficiency, however, is burdened with a much higher degree of complexity of such a system as compared to the passive systems. In order to develop such a system, it is necessary to design the controller and install actuators that implement the control algorithm. During the vibration suppression, the actuators themselves require a large energy supply, which can be troublesome in some cases.
The compromise between these damping systems are semi-active systems, where the actuators are used to affect structural properties instead of exerting large external forces. In terms of reliability, semi-active systems can be compared with passive systems, while in terms of the efficiency of damping with active ones. They also do not require large amounts of electric energy to implement the control algorithm. Despite being a relatively new research area with less established design and development procedures, their advantages seem to be large enough to attract a growing number of scientists and engineers.
This contribution presents a strategy for semi-active reduction of forced vibrations in frame structures. Analogous damping technique proved to be effective in damping of free vibrations. The control strategy is based on the Prestress Accumulation–Release (PAR) concept and uses specially designed semi-active rotational nodes. Successive decentralization of the damping system demonstrates that apart from the global mechanism of the energy dissipation based on the PAR, it is also possible to disperse it locally to individual beams that are separate elements of the damping system.

Afiliacje autorów:
Popławski B. - IPPT PAN
Mikułowski G. - IPPT PAN
Wiszowaty R. - IPPT PAN
Jankowski Ł. - IPPT PAN
19.  Popławski B., Mikułowski G., Jankowski Ł., Semi-active damping of forced vibrations utilizing controllable truss-frame nodes, ICAST2017, The 28th International Conference on Adaptive Structures and Technologies, 2017-10-08/10-11, Kraków (PL), pp.1, 2017
20.  Popławski B., Mikułowski G., Mróz A., Sekuła K., Jankowski Ł., A decentralized strategy of structural reconfiguration in mitigation of vibrations, EURODYN 2017, X International Conference on Structural Dynamics, 2017-09-10/09-13, Rome (IT), pp.114-114, 2017
21.  Popławski B., Mikułowski G., Jankowski Ł., On-off damping of free vibrations and optimum actuator placement, SolMech 2016, 40th Solid Mechanics Conference, 2016-08-29/09-02, Warszawa (PL), pp.1-2, 2016
22.  Holnicki-Szulc J., Faraj R., Graczykowski C., Jankowski Ł., Mikułowski G., Mróz A., Ostrowski M., Pawłowski P., Wiszowaty R., Adaptive impact absorption - potential applications for safety engineering, SMART 2015, 7th ECCOMAS Thematic Conference on Smart Structures and Materials, 2015-06-03/06-05, Ponta Delgada (PT), pp.1-2, 2015

Słowa kluczowe:
Smart And Adaptive Structures, Adaptive Impact Absorption, Safety Engineering

Afiliacje autorów:
Holnicki-Szulc J. - IPPT PAN
Faraj R. - IPPT PAN
Graczykowski C. - IPPT PAN
Jankowski Ł. - IPPT PAN
Mikułowski G. - IPPT PAN
Mróz A. - inna afiliacja
Ostrowski M. - IPPT PAN
Pawłowski P. - IPPT PAN
Wiszowaty R. - IPPT PAN
23.  Wiszowaty R., Mikułowski G., Sekuła K., Biczyk J., Application of Piezoelectric Actuators for the Gas Valve Opening Control, SolMech 2014, 39th Solid Mechanics Conference, 2014-09-01/09-05, Zakopane (PL), pp.111-112, 2014
24.  Flaszyński P., Doerffer P., Mikułowski G., Holnicki-Szulc J., Numerical Simulations for Transonic Flow in Control Valve, 11th International Symposium on Experimental and Computational Aerothermodynamics of Internal Flows, 2013-05-06/06-11, Shenzhen (CN), pp.1-6, 2013

Streszczenie:
Results of numerical simulations for transonic flow in control valve are presented. The valve is the main part of an adaptive pneumatic shock absorber. Flow structure in the valve domain and the influence of the flow non-uniformity in the valve on a mass flow rate is investigated. Numerical simulation results are compared with experimental data.

Słowa kluczowe:
pneumatic valve, transonic flow, numerical simulations

Afiliacje autorów:
Flaszyński P. - Institute of Fluid Flow Machinery, Polish Academy of Sciences (PL)
Doerffer P. - Institute of Fluid Flow Machinery, Polish Academy of Sciences (PL)
Mikułowski G. - IPPT PAN
Holnicki-Szulc J. - IPPT PAN

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Numer/data zgłoszenia patentowego
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pdf
20200454.5
2020-10-07
Bulletin 2021/15
2021-04-14
Faraj R., Kowalski T. M., Wołejsza Z., Mikułowski G., Pawłowski P., Hinc K., Graczykowski C., Holnicki-Szulc J.
Emergency landing device
EPO, Instytut Podstawowych Problemów Techniki PAN
3805099
Bulletin 2022/14
2022-04-06



431425
2019-10-09
BUP 08/2021
2021-04-19
Faraj R., Kowalski T., Wołejsza Z., Mikułowski G., Pawłowski P. K., Hinc K., Graczykowski C., Holnicki-Szulc J. K.
Adaptacyjne urządzenie awaryjnego lądowania obiektu, zwłaszcza dla bezzałogowego statku powietrznego
PL, Instytut Podstawowych Problemów Techniki PAN
244467
WUP 5/2024
2024-01-29



415443
2015-12-21
BUP 14/2017
2017-07-03
Doerffer P., Flaszyński P., Mikułowski G., Holnicki-Szulc J.
Zespół płyt zaworowych
PL, Instytut Maszyn Przepływowych im. Roberta Szewalskiego PAN, Doerffer Piotr, Flaszyński Paweł, Mikułowski Grzegorz, Holnicki-Szulc Jan, Instytut Podstawowych Problemów Techniki PAN
228288
WUP 03/2018
2018-03-30



397312
2011-12-09
BUP 12/2013
2013-06-10
Świercz A., Mikułowski G., Wiszowaty R., Holnicki-Szulc J., Kołakowski P., Graczykowski C.
Sposób generowania wstępnie zaprojektowanego udarowego obciażania konstrukcji oraz urzadzenie do generowania wstępnie zaprojektowanego obciążania konstrukcji
PL, Instytut Podstawowych Problemów Techniki PAN, Adaptronica sp. z o.o.
221709
WUP 05/2016
2016-05-31



392368
2010-09-13
BUP 07/2012
2012-03-26
Mikułowski G., Rogoźnicki W., Wiszowaty R.
Zawór płytowy
PL, Adaptronica sp. z o.o.
214668
WUP 08/2013
2013-08-30



387534
2009-03-18
BUP 20/2010
2010-09-27
Graczykowski C., Mikułowski G., Mróz A., Sekuła K.
Sposób dyssypacji energii uderzenia obiektu i absorber pneumatyczny
PL, Adaptronica sp. z o.o.
214845
WUP 09/2013
2013-09-30



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