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
  • [61] Join C., 2008, J. europ. syst. automat, V42, P337
  • [62] Controller synthesis free of analytical models: Three term controllers
    Keel, L. H.
    Bhattacharyya, S. P.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (06) : 1353 - 1369
  • [63] PID tuning using extremum seeking - Online, model-free performance optimization
    Killingsworth, NJ
    Krstic, M
    [J]. IEEE CONTROL SYSTEMS MAGAZINE, 2006, 26 (01): : 70 - 79
  • [64] Kolchin E.R., 1973, Differential Algebras and Algebraic Groups
  • [65] Lafont F., 2013, INT C MOD SIM CONTR
  • [66] Lamnabhi-Lagarrigue F., 1995, The Control Handbook, P879
  • [67] On a point about the theory of generating Abel functions
    Lerch, M
    [J]. ACTA MATHEMATICA, 1903, 27 (01) : 339 - 351
  • [68] Lévine J, 2009, MATH ENG-SER, P1, DOI 10.1007/978-3-642-00839-9_1
  • [69] Error analysis of Jacobi derivative estimators for noisy signals
    Liu, Da-Yan
    Gibaru, Olivier
    Perruquetti, Wilfrid
    [J]. NUMERICAL ALGORITHMS, 2011, 58 (01) : 53 - 83
  • [70] Non-standard analysis and representation of reality
    Lobry, C.
    Sari, T.
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2008, 81 (03) : 517 - 534