Research on multi-objective optimal tuning of Auto-Disturbance-Rejection-controller

被引:5
|
作者
Sun, Dehui [1 ]
Shi, Yuntao [1 ]
Li, Zhijun [1 ]
Zuo, Jiaru [1 ]
Gao, Donglie [2 ]
机构
[1] Univ North China Univ Technol, Dept Automat, Jinyuanzhuang Rd, Beijing, Peoples R China
[2] Chinese Acad Sci, Overall Automat Engn Ctr, Inst Automat, Beijing, Peoples R China
关键词
ADRC; multi-objective optimal method; MinMax optimization algorithm; Levenberg-Marqudart; optimization algorithm;
D O I
10.1109/ICAL.2007.4338796
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nonlinear Auto-Disturbance-Rejection-Control controller tuning problem is investigated. The tuning problem is recast into a multi-objective optimal problem The typical Nonlinear Least Square Method Levenberg-Marqudart algorithm and Min-Max optimization Method is utilized to realize the optimal iteration. A new optimal mechanism is introduced which integrate simulink and Optimization toolbox of Matlab. Based on this mechanism the parameters of nonlinear PD and Extended state observer is tuned The result of simulation indicate the multi-objective optimization tuning method is effective.
引用
收藏
页码:1437 / +
页数:2
相关论文
共 50 条
  • [11] Multi-objective Optimization and Parameter Tuning for Turbine PID Controller
    Lin, Yuansheng
    Li, Yong
    Song, Feifei
    Teng, Dawei
    MATERIALS, TRANSPORTATION AND ENVIRONMENTAL ENGINEERING, PTS 1 AND 2, 2013, 779-780 : 971 - 976
  • [12] PID controller tuning by an interactive multi-objective optimisation method
    Wang, FS
    Yeh, CL
    Wu, YC
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 1996, 18 (04) : 183 - 192
  • [13] Controller Tuning by Means of Multi-Objective Optimization Algorithms: A Global Tuning Framework
    Reynoso-Meza, Gilberto
    Garcia-Nieto, Sergio
    Sanchis, Javier
    Blasco, F. Xavier
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2013, 21 (02) : 445 - 458
  • [14] Multi-objective robust PID controller tuning using two lbests multi-objective particle swarm optimization
    Zhao, S. -Z.
    Iruthayarajan, M. Willjuice
    Baskar, S.
    Suganthan, P. N.
    INFORMATION SCIENCES, 2011, 181 (16) : 3323 - 3335
  • [15] Multi-objective optimal-tuning proportional-integral controller design for the ALSTOM gasifier problem
    Liu, GP
    Dixon, R
    Daley, S
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2000, 214 (I6) : 395 - 404
  • [16] Parameter tuning of auto disturbance rejection controller based on improved glowworm swarm optimization algorithm
    Gao, Bingwei
    Shen, Wei
    Dai, Ye
    Ye, Yong Tai
    ASSEMBLY AUTOMATION, 2022, 42 (04) : 427 - 444
  • [17] Research for STATCOM Multi-objective Fuzzy Adaptive Controller
    Dai Wenjin
    Chen Xiangjie
    2009 INTERNATIONAL CONFERENCE ON FUTURE BIOMEDICAL INFORMATION ENGINEERING (FBIE 2009), 2009, : 418 - 422
  • [18] Multi-objective Optimization Based Self Tuning Robot Manipulator Controller
    Liu Qiang
    Shi Xuhua
    Lan Ting
    Chen Xiaoxia
    Zhuang Jianpei
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 2593 - 2598
  • [19] Multi-objective optimization based on Genetic Algorithm for PID controller tuning
    王国良
    阎威武
    邵惠鹤
    Journal of Harbin Institute of Technology(New series), 2009, (01) : 71 - 74
  • [20] Evolutionary multi-objective optimisation with preferences for multivariable PI controller tuning
    Reynoso-Meza, Gilberto
    Sanchis, Javier
    Blasco, Xavier
    Freire, Roberto Z.
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 51 : 120 - 133