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http://dx.doi.org/10.12989/sss.2022.30.5.537

Intelligent algorithm and optimum design of fuzzy theory for structural control  

Chen, Z.Y. (School of Science, Guangdong University of Petrochemical Technology)
Wang, Ruei-Yuan (School of Science, Guangdong University of Petrochemical Technology)
Meng, Yahui (School of Science, Guangdong University of Petrochemical Technology)
Chen, Timothy (California Institute of Technology)
Publication Information
Smart Structures and Systems / v.30, no.5, 2022 , pp. 537-544 More about this Journal
Abstract
The optimal design of structural composite materials is a research topic that attracts the attention of lots researchers. For many more thirty years, there has been increasing interest in the applications in all kinds of topics, which means taking advantage of fuzzy set theory, fuzzy analysis, and fuzzy control for designing high-performance and efficient structural systems is a fundamental concern for engineers, and many applications require the use of a systems approach to combine structural and active control systems. Therefore, an intelligent method can be designed based on the mitigation method, and by establishing the stable of the closed-loop fuzzy mitigation system, the behavior of the closed-loop fuzzy mitigation system can be accurately predicted. In this article, the intelligent algorithm and optimum design of fuzzy theory for structural control has been provided and demonstrated effective and efficient in practical engineering issues.
Keywords
composite structures; energy equations; intelligent control function; structural control; tuned mass damper;
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Times Cited By KSCI : 9  (Citation Analysis)
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1 Bai, Y., Nardi, D.C., Zhou, X., Picon, R.A. and Florez-Lopez, J. (2021), "A new comprehensive model of damage for flexural subassemblies prone to fatigue", Comput. Struct., 256, 106639. https://doi.org/10.1016/j.compstruc.2021.106639   DOI
2 Battista, R.C. and Varela, W.D. (2019), "A system of multiple controllers for attenuating the dynamic response of multimode floor structures to human walking", Smart Struct. Syst., Int. J., 23(5), 467-478. https://doi.org/10.12989/sss.2019.23.5.467   DOI
3 Chen, C., Shen, C.W., Chen, C.W., Liu, K.F.R. and Cheng, M.J. (2009b), "A stability criterion for time-delay tension leg platform systems subjected to external force", China Ocean Eng., 23, 49-57.
4 Chen, C.W. (2011b), "Modeling, control, and stability analysis for time-delay TLP systems using the fuzzy Lyapunov method", Neur. Comput. Appl., 20, 527-534. https://doi.org/10.1007/s00521-011-0576-8   DOI
5 Casciati, S., Chassiakos, A.G. and Masri, S.F. (2014), "Toward a paradigm for civil structural control", Smart Struct. Syst., Int. J., 14(5), 981-1004. https://doi.org/10.12989/sss.2014.14.5.981   DOI
6 Chen, C.W. (2007), "The stability of an oceanic structure with T-S fuzzy models", Math. Comput. Simul., 80, 402-426. https://doi.org/10.1016/j.matcom.2009.08.001   DOI
7 Chen, C.W. (2011a), "Stability analysis and robustness design of nonlinear systems: An NN-based approach", Appl. Soft Comput., 11, 2735-2742. https://doi.org/10.1016/j.asoc.2010.11.004   DOI
8 Chen, C.W. (2014b), "A criterion of robustness intelligent nonlinear control for multiple time-delay systems based on fuzzy Lyapunov methods", Nonlin. Dyn., 76(1), 23-31. https://doi.org/10.1007/s11071-013-0869-9   DOI
9 Chen, C. (2020), "On the algorithmic stability of optimal control with derivative operators", Circuits Syst. Signal Process., 39(12), 5863-5881. https://doi.org/10.1007/s00034-020-01447-   DOI
10 Chen, C.W., Yeh, K., Chiang, W.L., Chen, C.Y. and Wu, D.J. (2007a), "Modeling, H∞ control and stability analysis for structural systems using Takagi-Sugeno fuzzy model", J. Vib. Control, 13, 1519-1534. https://doi.org/10.1177/1077546307073690   DOI
11 Wang, Y., Han, X. and Jin, S. (2022), "MAP based modeling method and performance study of a task offloading scheme with time-correlated traffic and VM repair in MEC systems", Wireless Networks. https://doi.org/10.1007/s11276-022-03099-2   DOI
12 Zhang, J., Zhang, C. and Xue, Q. (2021a), "Insight into energy dissipation behavior of a SDOF structure controlled by the pounding tuned mass damper system", Earthq. Eng. Struct. Dyn., 51(4), 958-973. https://doi.org/10.1002/eqe.3599   DOI
13 Yamamoto, T., Yoshida, A. and Ijima, T. (1982), "Dynamics of elastically moored floating objects", In: Dynamic Analysis of Offshore Structures, (Kirk, C.L. ed.), 106-113.
14 Yuan, J., Lei, D., Shan, Y., Tong, H., Fang, X. and Zhao, J. (2022), "Direct Shear Creep Characteristics of Sand Treated with Microbial-Induced Calcite Precipitation", Int. J. Civil Eng., 20(7), 763-777. https://doi.org/10.1007/s40999-021-00696-8   DOI
15 Zandi, Y., Shariati, M., Marto, A., Wei, X., Karaca, Z., Dao, D., Toghroli, A., Hashemi, M.H., Sedghi, Y., Wakil, K. and Khorami, M. (2018), "Computational investigation of the comparative analysis of cylindrical barns subjected to earthquake", Steel Compos. Struct., Int. J., 28(4), 439-447. http://doi.org/10.12989/scs.2018.28.4.439   DOI
16 Ma, Z., Zheng, W., Chen, X. and Yin, L. (2021b), "Joint embedding VQA model based on dynamic word vector", PeerJ Comput. Sci., 7, e353. https://doi.org/10.7717/peerj-cs.353   DOI
17 Ma, K., Hu, X., Yue, Z., Wang, Y., Yang, J., Zhao, H. and Liu, Z. (2022), "Voltage Regulation With Electric Taxi Based on Dynamic Game Strategy", IEEE Transact. Vehicular Technol., 71(3), 2413-2426. https://doi.org/10.1109/TVT.2022.3141954   DOI
18 Ni, T., Liu, D., Xu, Q., Huang, Z., Liang, H. and Yan, A. (2020), "Architecture of cobweb-based redundant TSV for clustered faults", IEEE Transact. Very Large Scale Integr. (VLSI) Syst., 28(7), 1736-1739. https://doi.org/10.1109/TVLSI.2020.2995094   DOI
19 Shan, Y., Zhao, J., Tong, H., Yuan, J., Lei, D. and Li, Y. (2022), "Effects of activated carbon on liquefaction resistance of calcareous sand treated with microbially induced calcium carbonate precipitation", Soil Dyn. Earthq. Eng., 161, 107419. https://doi.org/10.1016/j.soildyn.2022.107419   DOI
20 Safa, M., Shariati, M., Ibrahim, Z., Toghroli, A., Baharom, S.B., Nor, N.M. and Petkovic, D. (2016), "Potential of adaptive neuro fuzzy inference system for evaluating the factors affecting steelconcrete composite beam's shear strength", Steel Compos. Struct., Int. J., 21(3), 679-688. https://doi.org/10.12989/scs.2016.21.3.679   DOI
21 Shariat, M., Shariati, M., Madadi, A. and Wakil, K. (2018), "Computational Lagrangian Multiplier Method by using optimization and sensitivity analysis of rectangular reinforced concrete beams", Steel Compos. Struct., Int. J., 29(2), 243-256. https://doi.org/10.12989/scs.2018.29.2.243   DOI
22 Shariatmadar, H. and Razavi, H.M. (2021), "Seismic control response of structures using an ATMD with fuzzy logic controller and PSO method", Struct. Eng. Mech., Int. J., 51(4), 547-564. https://doi.org/10.12989/sem.2021.51.4.547   DOI
23 Shen, W., Zhu, S., Zhu, H. and Xu, Y.L. (2016), "Electromagnetic energy harvesting from structural vibrations during earthquakes", Smart Struct. Syst., Int. J., 18(3), 449-470. https://doi.org/10.12989/sss.2016.18.3.449   DOI
24 Steinberg, A.M. and Kadushin, I. (2019), "Stabilization of nonlinear systems with dither control", J. Mathe. Anal. Applicat., 43, 273-284. https://doi.org/10.1016/0022-247X(73)90275-8   DOI
25 Sui, T., Marelli, D., Sun, X. and Fu, M. (2020), "Multi-sensor state estimation over lossy channels using coded measurements", Automatica, 111, 108561. https://doi.org/10.1016/j.automatica.2019.108561   DOI
26 Li, A., Spano, D., Krivochiza, J., Domouchtsidis, S., Tsinos, C.G., Masouros, C., Chatzinotas, S., Li, Y., Vucetic, B. and Ottersten, B. (2020), "A tutorial on interference exploitation via symbollevel precoding: overview, state-of-the-art and future directions", IEEE Commun. Surveys Tutorials, 22(2), 796-839. https://doi.org/10.1109/COMST.2020.2980570   DOI
27 Tian, H., Wang, Y., Chen, T., Zhang, L. and Qin, Y. (2021b), "Early-Season Mapping of Winter Crops Using Sentinel-2 Optical Imagery", Remote sensing, 13(19), 3822. https://doi.org/10.3390/rs13193822   DOI
28 Tsai, P.W., Pan, J.S., Liao, B.Y., Tsai, M.J. and Istanda, V. (2012), "Bat algorithm inspired algorithm for solving numerical optimization problems", Appl. Mech. Mater., 148, 134-137. https://doi.org/10.4028/www.scientific.net/AMM.148-149.134   DOI
29 Hao, R., Lu, Z., Ding, H. and Chen, L. (2022), "A nonlinear vibration isolator supported on a flexible plate: analysis and experiment", Nonlinear Dyn., 108(2), 941-958. https://doi.org/10.1007/s11071-022-07243-7   DOI
30 Li, J., Xu, K., Chaudhuri, S., Yumer, E., Zhang, H. and Guibas, L. (2017), "GRASS: Generative recursive autoencoders for shape structures", ACM Transact. Graphics, 36(4), 1-14. https://doi.org/10.1145/3072959.3073637   DOI
31 Takagi, T. and Sugeno, M. (1985), "Fuzzy identification of systems and its applications to modeling and control", IEEE Trans. Syst., Man, Cybern., (1), 116-132. https://doi.org/10.1109/TSMC.1985.6313399.   DOI
32 Gu, M., Mo, H., Qiu, J., Yuan, J. and Xia, Q. (2022), "Behavior of floating stone columns reinforced with geogrid encasement in model tests", Frontiers Mater., 9, 980851. https://doi.org/10.3389/fmats.2022.980851   DOI
33 Chen, C.W., Yeh, K. and Liu, K.F.R. (2009a), "Adaptive fuzzy sliding mode control for seismically excited bridges with lead rubber bearing isolation", Int. J. Uncertain. Fuzz. Knowl-Based Syst., 17, 705-727. https://doi.org/10.1142/S0218488509006224   DOI
34 Chen, C.W., Shen, C.W., Chen, C.Y. and Cheng, M.J. (2011a), "Stability analysis of an oceanic structure using the Lyapunov method", Eng. Comput., 27, 186-204. https://doi.org/10.1108/02644401011022364   DOI
35 Chen, C.W., Lin, J.W., Lee, W.I. and Chen, C.W. (2009c), "Fuzzy control for an oceanic structure: a case study in time-delay TLP system", J. Vib. Control, 16, 147-160. https://doi.org/10.1177/1077546309339424   DOI
36 Chen, C.W., Chen, P.C. and Chiang, W.L. (2011b), "Stabilization of adaptive neural network controllers for nonlinear structural systems using a singular perturbation approach", J. Vib. Control, 17, 1241-1252. https://doi.org/10.1177/1077546309352827   DOI
37 Chen, C.W., Tseng, C.P., Hsu, W.K. and Chiang, W.L. (2012), "A novel strategy to determine the insurance and risk control plan for natural disaster risk management", Nat. Hazard., 64, 1391-1403. https://doi.org/10.1007/s11069-012-0305-3   DOI
38 Casciati, F. and Faravelli, L. (2009), "A passive control device with SMA components: from the prototype to the model", Struct. Control Health Monitor., 16, 751-765. https://doi.org/10.1002/stc.328   DOI
39 Bedirhanoglu, I. (2020), "A practical neuro-fuzzy model for estimating modulus of elasticity of concrete", Struct. Eng. Mech, Int. J., 51(2), 249-265. https://doi.org/10.12989/sem.2020.51.2.249   DOI
40 Casciati, F. (1997), "Checking the stability of a fuzzy controller for nonlinear structures", Microcomput. Civil Eng., 12, 205-215. https://doi.org/10.1111/0885-9507.00057   DOI
41 Casciati, F. and Casciati, S. (2018), "Amelioration and retrofitting of educational buildings", Earthq. Eng. Eng. Vib., 17(1), 47-51. https://doi.org/10.1007/s11803-018-0424-2   DOI
42 Chen, C.W. (2009), "Modeling and control for nonlinear structural systems via a NN-based approach", Exp. Syst. Appl., 36, 4765-4772. https://doi.org/10.1016/j.eswa.2008.06.062   DOI
43 Chen, C.W. (2014a), "Interconnected TS fuzzy technique for nonlinear time-delay structural systems", Nonlin. Dyn., 76(1), 13-22. https://doi.org/10.1007/s11071-013-0841-8   DOI
44 Chen, C.W., Chiang, W.L., Tsai, C.H., Chen, C.Y. and Wang, M.H. (2005), "Fuzzy Lyapunov method for stability conditions of nonlinear systems", Int. J. Artif. Intell. Tool., 15, 163-171. https://doi.org/10.1142/S0218213006002618   DOI
45 Chen, C.W., Lin, C.L., Tsai, C.H., Chen, C.Y. and Yeh, K. (2007b), "A novel delay-dependent criterion for time-delay TS fuzzy systems using fuzzy Lyapunov method", Int. J. Artif. Intell. Tool., 16, 545-552. https://doi.org/10.1142/S0218213007003400   DOI
46 Lin, J., Shen, C., Chen, C. and Cheng, M. (2010d), "Stability analysis of an oceanic structure using the Lyapunov method", Eng. Computat., 27, 186-204. https://doi.org/10.1108/02644401011022364   DOI
47 Wu, H., Jin, S. and Yue, W. (2022), "Pricing Policy for a Dynamic Spectrum Allocation Scheme with Batch Requests and Impatient Packets in Cognitive Radio Networks", J. Syst. Sci. Syst. Eng., 31(2), 133-149. https://doi.org/10.1007/s11518-022-5521-0   DOI
48 Lin, J., Chen, C., Lee, W. and Chen, C. (2010b), "Fuzzy control for an oceanic structure: a case study in time-delay TLP system", J. Vib. Control, 16, 147-160. https://doi.org/10.1177/1077546309339424   DOI
49 Lin, J., Chen, C., Shen, C. and Cheng, M. (2010c), "Application of fuzzy-model-based control to nonlinear structural systems with time delay: an LMI method", J. Vib. Control, 16, 1651-1672. https://doi.org/10.1177/1077546309104185   DOI
50 Lu, L.T., Chiang, W.L. and Tang, J.P. (1998), "LQG/LTR control methodology in active structure control", J. Eng. Mech., 124(4), 446-454. https://doi.org/10.1061/(ASCE)0733-9399(1998)124:4(446)   DOI
51 Ma, K., Li, Z., Liu, P., Yang, J., Geng, Y., Yang, B. and Guan, X. (2021b), "Reliability-constrained throughput optimization of industrial wireless sensor networks with energy harvesting relay", IEEE Internet Things J., 8(17), 13343-13354. https://doi.org/10.1109/JIOT.2021.3065966.   DOI
52 Tian, H., Qin, Y., Niu, Z., Wang, L. and Ge, S. (2021a), "Summer Maize Mapping by Compositing Time Series Sentinel-1A Imagery Based on Crop Growth Cycles", J. Indian Soc. Remote Sens., 49(11), 2863-2874. https://doi.org/10.1007/s12524-021-01428-0   DOI
53 Wang, H.O., Tanaka, K. and Griffin, M.F. (1996), "An approach to fuzzy control of nonlinear systems: stability and design issues", IEEE Trans. Fuzzy Syst., 4, 14-23. https://doi.org/10.1109/91.481841   DOI
54 Zhang, L., Huang, J., Hu, Z., Li, X., Ding, T., Hou, X., Chen, Z., Ye, Z. and Luo, R. (2022b), "Ni(NO3)(2)-induced high electrocatalytic hydrogen evolution performance of selfsupported fold-like WC coating on carbon fiber paper prepared through molten salt method", Electrochimica Acta, 422, 140553. https://doi.org/10.1016/j.electacta.2022.140553   DOI
55 Zhang, J., Zhu, C., Zheng, L. and Xu, K. (2021b), "ROSEFusion: random optimization for online dense reconstruction under fast camera motion", ACM Transact. Graphics, 40(4), 1-17. https://doi.org/10.1145/3450626.3459676   DOI
56 Zhang, M., Chen, Y. and Lin, J. (2021c), "A Privacy-Preserving Optimization of Neighborhood-Based Recommendation for Medical-Aided Diagnosis and Treatment", IEEE Internet Things J., 8(13), 10830-10842. https://doi.org/10.1109/JIOT.2021.3051060   DOI
57 Zhang, H., Li, L., Ma, W., Luo, Y., Li, Z. and Kuai, H. (2022a), "Effects of welding residual stresses on fatigue reliability assessment of a PC beam bridge with corrugated steel webs under dynamic vehicle loading", Structures, 45, 1561-1572. https://doi.org/10.1016/j.istruc.2022.09.094   DOI
58 Zhang, W., Liu, X., Huang, Y. and Tong, M.N. (2022c), "Reliability-based analysis of the flexural strength of concrete beams reinforced with hybrid BFRP and steel rebars", Archiv. Civil Mech. Eng., 22, 1-20. https://doi.org/10.1007/s43452-022-00493-7a   DOI
59 Zheng, H. and Jin, S. (2022), "A multi-source fluid queue based stochastic model of the probabilistic offloading strategy in a MEC system with multiple mobile devices and a single MEC server", Int. J. Appl. Mathe. Comput. Sci., 32(1), 125-138. https://doi.org/10.34768/amcs-2022-0010   DOI
60 Chen, T., Bird, A., Muhammad, J.M., Cao, S.B., Melvilled, C. and Cheng, C.Y.J. (2019), "Prediction and control of buildings with sensor actuators of fuzzy EB algorithm", Earthq. Struct., Int. J., 17(3), 307-315. https://doi.org/10.12989/eas.2019.17.3.307   DOI
61 Huang, H., Huang, M., Zhang, W., Pospisil, S. and Wu, T. (2020), "Experimental investigation on rehabilitation of corroded RC columns with BSP and HPFL under combined loadings", J. Struct. Eng., 146(8), 04020157. https://doi.org/10.1061/(ASCE)ST.1943-541X.0002725   DOI
62 Liao, Y. (2018), "Dynamics of two-species harvesting model of almost periodic facultative mutualism with discrete and distributed delays", Eng. Lett., 26(1), 7-13.
63 Liao, L., Du, L. and Guo, Y. (2021), "Semi-supervised SAR target detection based on an improved faster R-CNN", Remote Sensing, 14(1), 143. https://doi.org/10.3390/rs14010143   DOI
64 Lin, C., Wang, J.F., Chen, C., Chen, C. and Yen, C.V. (2009), "Improving the generalization performance of RBF neural networks using a linear regression technique", Expert Syst. Applicat., 36, 12049-12053. https://doi.org/10.1016/j.eswa.2009.03.012   DOI
65 Lin, J., Chen, C. and Lee, W. (2010a), "Modeling and fuzzy PDC control and its application to an oscillatory TLP structure", Mathe. Problems Eng., 2010, 1-13. https://doi.org/10.1155/2010/120403   DOI