Neural-network control of building structures

被引:0
|
作者
Liut, DA [1 ]
Matheu, EE [1 ]
Singh, MP [1 ]
Mook, DT [1 ]
机构
[1] Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper focuses on the development of a neural-network-based approach for the control of seismic structural response. An efficient and expeditious training procedure, based on a force-matching approach, is implemented to train the neural network. The performance of the proposed control strategy is investigated using a simplified model of a multi-story building in which the control actions are applied by means of an active tuned mass damper. Numerical simulations are carried out to study the factors affecting the efficiency of the control system. The results show the remarkable performance of the proposed approach.
引用
收藏
页码:465 / 474
页数:10
相关论文
共 50 条
  • [1] Neural-network control of building structures by a force-matching training scheme
    Liut, DA
    Matheu, EE
    Singh, MP
    Mook, DT
    EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 1999, 28 (12): : 1601 - 1620
  • [2] NEURAL-NETWORK FOR STRUCTURE CONTROL
    CHEN, HM
    TSAI, KH
    QI, GZ
    YANG, JCS
    AMINI, F
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 1995, 9 (02) : 168 - 176
  • [3] HIDDEN CONTROL NEURAL-NETWORK
    MARTINELLI, G
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1994, 41 (03): : 245 - 247
  • [4] NEURAL-NETWORK FOR CONSTRAINED PREDICTIVE CONTROL
    QUERO, JM
    CAMACHO, EF
    FRANQUELO, LG
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1993, 40 (09): : 621 - 626
  • [5] Neural-network control of mobile manipulators
    Lin, S
    Goldenberg, AA
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2001, 12 (05): : 1121 - 1133
  • [6] Neural-network feedback control of an extrusion
    Schwartz, CA
    Berg, JM
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1998, 6 (02) : 180 - 187
  • [7] CONTROL WITH A SPHERICAL CLASSIFIER NEURAL-NETWORK
    COPELAND, M
    JEFFRIES, C
    PHYSICA D, 1994, 73 (1-2): : 128 - 135
  • [8] Robust control of induction motor with a neural-network load torque estimator and a neural-network identification
    Huang, CY
    Chen, TC
    Huang, CL
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1999, 46 (05) : 990 - 998
  • [9] Robust control of induction motor with a neural-network load torque estimator and a neural-network identification
    Natl Cheng Kung Univ, Tainan, Taiwan
    IEEE Trans Ind Electron, 5 (990-998):
  • [10] A NEURAL-NETWORK APPROACH TO FREEWAY NETWORK TRAFFIC CONTROL
    PAPAGEORGIOU, M
    MESSMER, A
    AZEMA, J
    DREWANZ, D
    CONTROL ENGINEERING PRACTICE, 1995, 3 (12) : 1719 - 1726