The Design of an Active Structural Vibration Reduction System Using a Modified Particle Swarm Optimization

被引:0
|
作者
Schmidt, Adam [1 ]
机构
[1] Poznan Univ Tech, Inst Control & Informat Engn, Poznan, Poland
来源
SWARM INTELLIGENCE | 2010年 / 6234卷
关键词
active vibration reduction; particle swarm optimization;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents the synthesis of an active control system using a modified particle swarm optimization method. The system's controller design is analyzed as a minimalization of the building stories' acceleration. The proposed fitness function is computationally efficient and incorporates the constraints on the system's stability and the maximum output of actuators. In order to handle the constraints the PSO was modified to take into account the particles' distance to the best and the worst solutions. The performance of the obtained controller was tested using historical earthquake records. The performed numerical simulations proved that the designed controller is capable of efficient vibrations reduction.
引用
收藏
页码:544 / 551
页数:8
相关论文
共 50 条
  • [1] The Design of an Active Seismic Control System for a Building Using the Particle Swarm Optimization
    Schmidt, Adam
    Lewandowski, Roman
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT II, 2010, 6114 : 651 - +
  • [2] Design Optimization of Sewer System Using Particle Swarm Optimization
    Navin, Praveen K.
    Mathur, Y. P.
    [J]. PROCEEDINGS OF FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR PROBLEM SOLVING (SOCPROS 2015), VOL 2, 2016, 437 : 173 - 182
  • [3] A Modified Particle Swarm Optimization Algorithm using Uniform Design
    Al-Mter, Adel H.
    Lu, Song-Feng
    [J]. 2016 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI 2016), 2016, : 432 - 435
  • [4] Self-tuning active vibration controller using particle swarm optimization for flexible manipulator system
    [J]. Yatim, Hanim Mohd, 1600, World Scientific and Engineering Academy and Society, Ag. Ioannou Theologou 17-23, Zographou, Athens, 15773, Greece (09):
  • [5] Structural optics design of the zoom system based on particle swarm optimization
    Li, Hao
    Wang, Dong
    Chen, Guanghui
    Zhao, Qian
    Piao, Yan
    [J]. OPTIK, 2023, 272
  • [6] Particle swarm approach for structural design optimization
    Perez, R. E.
    Behdinan, K.
    [J]. COMPUTERS & STRUCTURES, 2007, 85 (19-20) : 1579 - 1588
  • [7] Particle Swarm Optimization for Structural Design Problems
    Saruhan, Hamit
    [J]. PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2010, 16 (02): : 207 - 212
  • [8] Design of UPFC Damping Controller Using Modified Particle Swarm Optimization
    Eslami, Mahdiyeh
    Shareef, Hussain
    Mohamed, Azah
    Khajehzadeh, Mohammad
    [J]. 2012 INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES 2012), 2012, 13 : 441 - 447
  • [9] Conformal array antenna design using modified particle swarm optimization
    Liu, X. F.
    Jiao, Y. C.
    Zhang, F. S.
    [J]. JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2008, 22 (2-3) : 207 - 218
  • [10] Optimization design of system parameters about TCM based on modified particle swarm optimization
    Kou, Bao-Hua
    Zhang, Hong-Chao
    Zhang, Xiao-Jin
    Yang, Tao
    [J]. Dandao Xuebao/Journal of Ballistics, 2007, 19 (03): : 44 - 48