Dynamic intelligent control of composite buildings by using M-TMD and evolutionary algorithm |
Chen, ZY
(School of Science, Guangdong University of Petrochemical Technology)
Meng, Yahui (School of Science, Guangdong University of Petrochemical Technology) Wang, Ruei-Yuan (School of Science, Guangdong University of Petrochemical Technology) Peng, Sheng-Hsiang (Department of Civil and Environmental Engineering, University of California) Yang, Yaoke (School of Computer Science, Zhongyuan University of Technology) Chen, Timothy (Division of Engineering and Applied Science, California Institute of Technology) |
1 | Zhen, C., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2021), "Active TMD systematic design of fuzzy control and the application in high-rise buildings", Earthq. Struct., 21(6), 577-585. https://doi.org/10.12989/eas.2021.21.6.577. DOI |
2 | Zhen, C., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2021), "Apply a robust fuzzy LMI control scheme with AI algorithm to civil frame building dynamic analysis", Comput. Concrete, 28(4), 433-440. https://doi.org/10.12989/cac.2021.28.4.433. DOI |
3 | Zhen, C., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2021), "Grey signal predictor and evolved control for practical nonlinear mechanical systems", J. Grey Syst., 33(1), 156-170. |
4 | Zhen, C., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2021), "Smart structural control and analysis for earthquake", Struct. Eng. Mech., 79(2), 131-139. https://doi.org/10.12989/sem.2021.79.2.131. DOI |
5 | Liu, K.F., Yeh, K. and Chen, C. (2009), "The stability of an oceanic structure with T-S fuzzy models", Math. Comput. Simul., 80(2), 402-426. https://doi.org/10.1016/j.matcom.2009.08.001. DOI |
6 | Tim, C. and Chen, C.Y.J. (2019), "Meteorological tidal predictions in the Mekong Estuary using an evolved ANN time series", Marine Technol. Soc. J., 53(6), 27-34. https://doi.org/10.4031/MTSJ.53.6.3. DOI |
7 | 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., 29(2), 243-256. http://dx.doi.org/10.12989/scs.2018.29.2.243. DOI |
8 | Shariatmadar, H. and Razavi, H.M. (2014), "Seismic control response of structures using an ATMD with fuzzy logic controller and PSO method", Struct. Eng. Mech., 51(4), 547-564. https://doi.org/10.12989/sem.2014.51.4.547. DOI |
9 | Tim, C. and Chen, C. (2020), "Intelligent fuzzy algorithm for nonlinear discrete-time systems", Transactions Institute Measure. Control, 42(7), 1358-1374. https://doi.org/10.1177/0142331219891383. DOI |
10 | 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., 21(3), 679-688. https://doi.org/10.12989/scs.2016.21.3.679. DOI |
11 | Yamamoto, T., Yoshida, A. and Ijima, T. (1980), "Dynamics of elastically moored floating objects", Appl. Ocean Res., 2(2), 85-92. https://doi.org/10.1016/0141-1187(80)90034-6. DOI |
12 | Tim, C. and Cheng, C. (2019), "Modelling and verification of an automatic controller for a water treatment mixing tank", Desalination Water Treatment, 159, 318-326. DOI |
13 | Tim, C., Hung, C.C., Huang, Y.C., Chen, J.C., Rahman, S. and Islam Mozumder, T. (2021), "Grey signal predictor and fuzzy controls for active vehicle suspension systems via Lyapunov theory", Int. J. Comput. Commun. Control, 16(3), 3991, https://doi.org/10.15837/ijccc.2021.3.3991 DOI |
14 | Tim, C., Lohnash, M., Owens, E. and Chen, C. (2020), "PDC Intelligent control-based theory for structure system dynamics", Smart Struct. Syst., 25(4), 401-408. DOI |
15 | Tim, C., Morozov, S.N. and Chen, C.Y.J. (2019), "Hazard data analysis for underwater vehicles by submarine casualties", Marine Technol. Soc. J., 53(6), 21-26. https://doi.org/10.4031/MTSJ.53.6.2. DOI |
16 | Tsai, P.W., Hayat, T., Ahmad, B. and Chen, C.W. (2015), "Structural system simulation and control via NN based fuzzy model", Struct. Eng. Mech., 56(3), 385-407. https://doi.org/10.12989/sem.2015.56.3.385. DOI |
17 | 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 |
18 | 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 |
19 | Bedirhanoglu, I. (2014), "A practical neuro-fuzzy model for estimating modulus of elasticity of concrete", Struct. Eng. Mech., 51(2), 249-265. https://doi.org/10.12989/sem.2014.51.2.249. DOI |
20 | Hsiao, F., Chen, C. and Tsai, K. (2005), "Stability conditions of fuzzy systems and its application to structural and mechanical systems", Adv. Eng. Softw., 37(2006), 624-629. https://doi.org/10.1016/j.advengsoft.2005.12.002. DOI |
21 | Hung, C.C., Tim, C. and Abu, A.A. (2019), "Optimal Fuzzy Design of Chua's circuit system", Int. J. Innovative Comput., Inform. Control, 15(6), 2355-2366. https://doi.org/10.24507/ijicic.15.06.2355. DOI |
22 | Lin, J., Chen, C. and Lee, W. (2010), "Modeling and fuzzy PDC control and its application to an oscillatory TLP structure", Mathem. Prob. Eng., 2010, 1-13. https://doi.org/10.1155/2010/120403. DOI |
23 | Liu, K.F., Chen, C. and Cheng, M. (2009), "Modeling and control for nonlinear structural systems via a NN-based approach", Expert Syst. Appl., 36(3), 4765-4772. https://doi.org/10.1016/j.eswa.2008.06.062. DOI |
24 | Liu, K.F., Chen, C., Shen, C., Chen, C. and Cheng, M. (2009), "A stability criterion for time-delay tension leg platform systems subjected to external force", China Ocean Eng, 23, 49-57. |
25 | Ronaldo C. Battista and Wendell D. Varela (2019), "A system of multiple controllers for attenuating the dynamic response of multimode floor structures to human walking", Smart Struct. Syst., 23(5), 467-478. https://doi.org/10.12989/sss.2019.23.5.467 DOI |
26 | 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 |
27 | Liu, K.F., Yeh, K. and Chen, C. (2009), "Adaptive fuzzy sliding mode control for seismically excited bridges with lead rubber bearing isolation", Int. J. Uncertain. Fuzziness Knowl. Based Syst. 17, 705-727. https://doi.org/10.1142/S0218488509006224. DOI |
28 | Tim, C. and Chen, J.C. (2019), "Decentralized fuzzy C-Means robust algorithm for continuous systems", Aircraft Eng. Aeros. Technol., 92(2), 222-228. https://doi.org/10.1108/AEAT-04-2019-0082. DOI |
29 | Chen, Z.Y., Peng, S.H., Meng, Y.Z., Wang, R., Fu, Q. and Chen, T. (2022), "Composite components damage tracking and dynamic structural behaviour with AI algorithm", Steel Compos. Struct., 42(2), 151-159. https://doi.org/10.12989/scs.2022.42.2.151. DOI |
30 | Chen, Z.Y., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2022), "Stochastic intelligent GA-NN controller design for active TMD shear building", Struct. Eng. Mech., 81(1), 51-57. |
31 | 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., 28(4), 439-447. http://dx.doi.org/10.12989/scs.2018.28.4.439. DOI |
32 | Tsai, P.W., Tseng, C.P., Hsu, W. and Chiang, W. (2012), "A novel strategy to determine insurance and risk control plan for natural disaster risk management", Nat. Hazards, 64, 1391-1403. https://doi.org/10.1007/s11069-012-0305-3. DOI |
33 | Chen, Z.Y., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2022), "Systematic fuzzy Navier-Stokes equations for aerospace vehicles", Aircraft Eng. Aeros. Technol., 94(3), 351-359. https://doi.org/10.1108/AEAT-06-2020-0109. DOI |
34 | Chiang, W., Chen, C., Lin, C., Tsai, C., Chen, C. and Yeh, K. (2007), "A novel delay-dependent criterion for time-delay T-S fuzzy systems using fuzzy Lyapunov Method", Int. J. Artif. Intell. Tools, 16(3), 545-552. https://doi.org/10.1142/S0218213007003400. DOI |
35 | Chiang, W., Tsai, C., Chen, C. and Wang, M. (2007), "Fuzzy Lyapunov Method for stability conditions of nonlinear systems", Int. J. Artif. Intell. Tools, 15(2), 163-172. https://doi.org/10.1142/S0218213006002618. DOI |
36 | Shen, W., Zhu, S., Zhu, H. and Xu, Y.L. (2016), "Electromagnetic energy harvesting from structural vibrations during earthquakes", Smart Struct. Syst., 18, 449-470. https://doi.org/10.12989/sss.2016.18.3.449. DOI |
37 | Chen, Z.Y., Meng, Y.Z. and Chen, T. (2022), "NN model-based evolved control by DGM model for practical nonlinear systems", Exp. Syst. Appl., https://doi.org/10.1016/j.eswa.2021.115873. DOI |
38 | Chen, C. (2011), "Modeling, control, and stability analysis for time-delay TLP systems using the fuzzy Lyapunov method", Neural Comput. Appl., 20(4), 527-534. https://doi.org/10.1007/s00521-011-0576-8. DOI |
39 | Chen, C. (2011), "Stability analysis and robustness design of nonlinear systems: An NN-based approach", Appl. Soft Comput., 11(2), 2735-2742. https://doi.org/10.1016/j.asoc.2010.11.004. DOI |
40 | Chen, C.W. (2014), "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 |
41 | Tim, C., Dkuo, N.J. and Chen, C. (2020), "A composite control for UAV systems with time delays", Aircraft Eng. Aeros. Technology, 92(7), 949-954. https://doi.org/10.1108/AEAT-11-2019-0219. DOI |
42 | Chen, C., Chen, P. and Chiang, W. (2011), "Stabilization of adaptive neural network controllers for nonlinear structural systems using a singular perturbation approach", J. Vib. Control, 17(8), 1241-1252. https://doi.org/10.1177%2F1077546309352827. DOI |
43 | Tim, C. and Chen, C. (2021), "Evolved auxiliary controller with applications to aerospace", Aircraft Eng. Aerosp. Technol., 93(4), 529-543. https://doi.org/10.1108/AEAT-12-2019-0233. DOI |
44 | Chen, C.W. (2014), "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 |
45 | Chen, Z.Y., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2022), "Grey FNN control and robustness design for practical nonlinear systems", J. Eng. Res., https://doi.org/10.36909/jer.11273. DOI |
46 | Chiang, W., Chen, C. and Wu, D. (2007), "Modeling, H∞ control and stability analysis for structural systems using Takagi-Sugeno fuzzy model", J. Vib. Control, 13(11), 1519-1534. https://doi.org/10.1177%2F1077546307073690. DOI |
47 | Chiang, W., Yeh, K., Chen, C. and Chen, C. (2007), "Robustness design of time-delay fuzzy systems using fuzzy Lyapunov method", Appl. Math. Comput., 205, 568-577. https://doi.org/10.1016/j.amc.2008.05.104. DOI |
48 | Hsiao, F., Chen, C., Liang, Y., Xu, S. and Chiang, W. (2005), "T-S fuzzy controllers for nonlinear interconnected systems with multiple time delays", IEEE Trans. Circuits Syst. I Regul. Pap., 52(9), 1883-1893. https://doi.org/10.1109/TCSI.2005.852492. DOI |
49 | Hsiao, F., Chiang, W. and Chen, C. (2004), "Stability analysis of T-S fuzzy models for nonlinear multiple time-delay interconnected systems", Math. Comput. Simul., 66(6), 523-537. https://doi.org/10.1016/j.matcom.2004.04.001. DOI |
50 | Chen, C.Y.J., Kuo, D., Hsieh, C. and Chen, T. (2020), "System simulation and synchronization for optimal evolutionary design of nonlinear controlled systems", Smart Struct. Syst., 26(6), 797-807. https://doi.org/10.12989/sss.2020.26.6.797. DOI |
51 | Tim, C., Huang, Y., Hung, C.C., Frias, S., Muhammad, J.A. and Chen, C. (2021), "Smart structural stability and NN based intelligent control for nonlinear systems", Smart Struct. Syst., 27(6), 917-926. https://doi.org/10.12989/sss.2021.27.6.917. DOI |
52 | Tim, C., Kapron, N. and Chen, J.C. (2020), "Using Evolving ANN-Based Algorithm Models for Accurate Meteorological Forecasting Applications in Vietnam", Mathem. Prob. Eng., 8179652, https://doi.org/10.1155/2020/8179652. DOI |
53 | Tim, C., Kuo, D., Huiwi, M., Gong-yo, T. and Chen, J. (2021), "Evolved predictive vibration control for offshore platforms based on the Lyapunov stability criterion", Ships Offshore Struct., 16(7), 700-713. https://doi.org/10.1080/17445302.2020.1776548. DOI |
54 | Lin, J., Shen, C., Chen, C. and Cheng, M. (2010), "Stability analysis of an oceanic structure using the Lyapunov method", Eng. Comput., 27, 86-204. https://doi.org/10.1108/02644401011022364. DOI |
55 | Hsiao, F., Hwang, J., Chen, C. and Tsai, Z. (2005), "Robust stabilization of nonlinear multiple time-delay large-scale systems via decentralized fuzzy control", IEEE Trans. Fuzzy Syst., 13(2005), 152-163. https://doi.org/10.1109/TFUZZ.2004.836067. DOI |
56 | Lin, J., Chen, C., Lee, W. and Chen, C. (2010), "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%2F1077546309339424. DOI |
57 | Lin, J., Chen, C., Shen, C. and Cheng, M. (2010), "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%2F1077546309104185. DOI |
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