Model-free control

被引:738
作者
Fliess, Michel [1 ,3 ]
Join, Cedric [2 ,3 ,4 ]
机构
[1] Ecole Polytech, CNRS, LIX, UMR 7161, F-91128 Palaiseau, France
[2] Univ Lorraine, CRAN, CNRS, UMR 7039, F-54506 Vandoeuvre Les Nancy, France
[3] AL IEN, F-54003 Nancy, France
[4] INRIA Lille Nord Europe, Projet NON A, Lille, France
关键词
Model-free control; PID controllers; intelligent PID controllers; intelligent PI controllers; intelligent P controllers; estimation; noise; flatness-based control; delay systems; non-minimum phase systems; fault accommodation; heat partial differential equations; operational calculus; functional analysis; differential algebra; FREE ADAPTIVE-CONTROL; ALGEBRAIC IDENTIFICATION; FREQUENCY ESTIMATOR; FAULT-DIAGNOSIS; ONLINE; SYSTEMS;
D O I
10.1080/00207179.2013.810345
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
'Model-free control' and the corresponding 'intelligent' PID controllers (iPIDs), which already had many successful concrete applications, are presented here for the first time in an unified manner, where the new advances are taken into account. The basics of model-free control is now employing some old functional analysis and some elementary differential algebra. The estimation techniques become quite straightforward via a recent online parameter identification approach. The importance of iPIs and especially of iPs is deduced from the presence of friction. The strange industrial ubiquity of classic PIDs and the great difficulty for tuning them in complex situations is deduced, via an elementary sampling, from their connections with iPIDs. Several numerical simulations are presented which include some infinite-dimensional systems. They demonstrate not only the power of our intelligent controllers but also the great simplicity for tuning them.
引用
收藏
页码:2228 / 2252
页数:25
相关论文
共 100 条
  • [1] Abouaissa H., 2012, 13 IFAC S CONTR TRAN
  • [2] Fault diagnosis without a priori model
    Ali, Abdouramane Moussa
    Join, Cedric
    Hamelin, Frederic
    [J]. SYSTEMS & CONTROL LETTERS, 2012, 61 (02) : 316 - 321
  • [3] [Anonymous], 6 C INT FRANC AUT NA
  • [4] [Anonymous], 1976, MATH SYST THEORY
  • [5] [Anonymous], MODEL FREE ADAPTIVE
  • [6] [Anonymous], 18 IFAC WORLD C MIL
  • [7] [Anonymous], 7 C INT FRANC AUT GR
  • [8] [Anonymous], FUNCTIONAL ANAL
  • [9] [Anonymous], C 2010 AS MEX CONTR
  • [10] [Anonymous], 2009, HDB PI PID CONTROLLE, DOI DOI 10.1142/P575