Performance improvement and limitations in extremum seeking control

被引:308
作者
Krstic, M [1 ]
机构
[1] Univ Calif San Diego, Dept Mech & Aerosp Engn, La Jolla, CA 92093 USA
基金
美国国家科学基金会;
关键词
extremum seeking; overaging;
D O I
10.1016/S0167-6911(99)00111-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose the inclusion of a dynamic compensator in the extremum seeking algorithm which improves the stability and performance properties of the method. This compensator is added to the integrator used for adaptation to improve the overall relative degree and phase response of the extremum seeking loop. The compensator is potentially more effective in accounting for the plant dynamics than the often used phase shifting of the demodulation signal. We present a detailed analysis of the extremum seeking system based on averaging. This analysis provides two linear models, one for tracking reference changes and the other for sensitivity to noise, which offer insight into how different parameters influence the performance. This analysis is less conservative than in previous cases and allows the use of faster adaptation for improved transients. We extend the extremum seeking method to problems of tracking changes in the set point which are more general than step functions. (C) 2000 published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码:313 / 326
页数:14
相关论文
共 18 条
  • [1] [Anonymous], 1962, EXPOSITION ADAPTIVE
  • [2] Astrom K. J., 1995, ADAPTIVE CONTROL
  • [3] Drapper C., 1951, ASME, V160, P1
  • [4] FREY AL, 1966, P 3 IFAC WORLD C L A, V48
  • [5] DESIGN OF A SINGLE-INPUT SINUSOIDAL-PERTURBATION EXTREMUM-CONTROL SYSTEM
    JACOBS, OLR
    SHERING, GC
    [J]. PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1968, 115 (01): : 212 - &
  • [6] Khalil HK., 1992, NONLINEAR SYSTEMS
  • [7] KRASOVSKII AA, 1963, DYNAMICS CONTINUOUS
  • [8] KRSTIC M, 2000, IN PRESS AUTOMATICA
  • [9] Leblanc M., 1922, REV GEN ELECT
  • [10] Meerkov S. M., 1968, Avtomatika i Telemekhanika, P14