Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters

被引：72
|
作者：
Perrier, M
de Azevedo, FS
Ferreira, EC
Dochain, D
机构：
[1] Univ Catholique Louvain, FNRS, Cesame, B-1348 Louvain, Belgium
[2] Ecole Polytech, Dept Genie Chim, Montreal, PQ H3C 3A7, Canada
[3] Univ Porto, Fac Engn, Dept Engn Quim, P-4099 Oporto, Portugal
[4] Univ Minho, Ctr Engn Biol, IBQF, P-4700 Braga, Portugal
来源：
CONTROL ENGINEERING PRACTICE | 2000年 / 8卷 / 04期
关键词：
parameter estimation; state observer; biotechnological process; chemical process; electrical system;
D O I：
10.1016/S0967-0661(99)00164-1
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper deals with the tuning of observer-based estimators. Initially, these algorithms were designed for estimating on-line kinetic parameters, like specific growth rates, in bioprocesses, and have proved to be very successful in practical applications. Here a systematic tuning approach that allows a decoupled estimation of each parameter and the assignment of the estimator dynamics independently of the process dynamics is proposed. The presented approach is illustrated on an animal cell culture example in numerical simulation and with real-life data. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：377 / 388
页数：12
相关论文
共 50 条
  • [41] IMPROVEMENTS TO MULTIVARIABLE PAPER PLANT SIMULATIONS OBTAINED THROUGH OBSERVER-BASED ESTIMATORS
    MAHIG, J
    [J]. ISA TRANSACTIONS, 1982, 21 (04) : 57 - 62
  • [42] ESTIMATION OF NEUTRON-FLUX AND XENON DISTRIBUTIONS VIA OBSERVER-BASED CONTROL-THEORY
    PARK, YH
    CHO, NZ
    [J]. NUCLEAR SCIENCE AND ENGINEERING, 1992, 111 (01) : 66 - 81
  • [43] A nonlinear observer for on-line estimation of the cerebrospinal fluid outflow resistance
    Manchester, I. R.
    Andersson, K. S.
    Andersson, N.
    Shiriaev, A. S.
    Eklund, A.
    [J]. AUTOMATICA, 2008, 44 (05) : 1426 - 1430
  • [44] On-line estimation of switched reluctance motor parameters
    Aguado-Rojas, Missie
    Maya-Ortiz, Paul
    Espinosa-Perez, Gerardo
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2018, 32 (06) : 950 - 966
  • [45] Adaptive interconnected observer-based sensorless non-linear generalised predictive control for IMs with parameters tuning
    Chehimi, Hanen
    Said, Salim Hadj
    M'Sahli, Faouzi
    [J]. INTERNATIONAL JOURNAL OF AUTOMATION AND CONTROL, 2013, 7 (04) : 249 - 270
  • [46] On-line estimation of the parameters of the windmill power coefficient
    Bobtsov, Alexey
    Ortega, Romeo
    Aranovskiy, Stanislav
    Cisneros, Rafael
    [J]. SYSTEMS & CONTROL LETTERS, 2022, 164
  • [47] On-line Electrical Parameters Estimation of an Induction Motor
    Stoicuta, Nadia
    Stoicuta, Olimpiu
    Pana, Teodor
    [J]. 2018 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL ELECTRICITY (ICATE), 2018,
  • [48] On-line estimation of concentration parameters in fermentation processes
    熊志化
    黄国宏
    邵惠鹤
    [J]. Journal of Zhejiang University-Science B(Biomedicine & Biotechnology), 2005, (06) : 530 - 534
  • [49] On-line estimation of concentration parameters in fermentation processes
    Xiong Z.-H.
    Huang G.-H.
    Shao H.-H.
    [J]. Journal of Zhejiang University-SCIENCE B, 2005, 6 (6): : 530 - 534
  • [50] Observer-Based Automatic Control Loop Tuning for Servo Motor Drives
    Yang, Sheng-Ming
    Lin, Jin-De
    [J]. 2013 IEEE 10TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS (IEEE PEDS 2013), 2013, : 302 - 305
12345