Particle swarm optimization based tuning of a modified smith predictor for mould level control in continuous casting

被引:18
|
作者
Jabri, Karim [1 ]
Dumur, Didier [1 ]
Godoy, Emmanuel [1 ]
Mouchette, Alain [2 ]
Bele, Bertrand [2 ]
机构
[1] SUPELEC Syst Sci E3S, Dept Automat Control, Gif Sur Yvette, France
[2] ArcelorMittal Global Res & Dev, Measurement & Control Dept, Maizieres Les Metz, France
关键词
Smith predictor; Robust control theory; Particle swarm optimization; Continuous casting; Bulging;
D O I
10.1016/j.jprocont.2010.10.019
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mould level variations are a serious productivity and quality problem in continuous casting process. This work proposes a level control structure based on the Astrom's modified Smith predictor able to improve the bulging effect rejection. Unlike conventional methods, this control strategy decouples the disturbance rejection from the setpoint response and therefore can be independently optimized. Using this scheme, the bulging rejection specifications are reformulated as a H-infinity problem and the tuning parameters are designed through the particle swarm optimization approach. Simulation results confirm that the proposed architecture is more effective than the other ones currently implemented in real plants. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:263 / 270
页数:8
相关论文
共 50 条
  • [1] Predictive mould level control in a continuous casting line
    Guo, Ge
    Wang, Wei
    Chai, Tianyou
    2001, South China University of Technology (18):
  • [2] Modular mould level control for continuous casting plants
    Niemann, Martin
    Adamy, Juergen
    Nitsche, Hans-Joachim
    MPT Metallurgical Plant and Technology International, 1997, 20 (05): : 92 - 98
  • [3] Particle Swarm Optimization based Tuning for Fuzzy Cruise Control
    Johanyak, Zsolt Csaba
    Ailer, Piroska Gyongyi
    2014 IEEE 15TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS (CINTI), 2014, : 21 - 26
  • [4] Modeling of Mould Level Control in a Continuous Casting for steel billets
    Gonzalez Yero, Guillermo
    Ramirez Mendoza, Mercedes
    Rustan Tellez, Boris Luis
    REVISTA IBEROAMERICANA DE AUTOMATICA E INFORMATICA INDUSTRIAL, 2014, 11 (01): : 44 - 53
  • [5] Self-tuning of PID Parameters Based on the Modified Particle Swarm Optimization
    Huang, Guoming
    Wu, Dezhao
    Yang, Wailing
    Xue, Yuncan
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5311 - 5314
  • [6] Modified Smith Predictor Scheme for Periodic Disturbances Reduction in the Continuous Casting Process
    Jabri, K.
    Dumur, D.
    Godoy, E.
    Mouchette, A.
    Bele, B.
    ASCC: 2009 7TH ASIAN CONTROL CONFERENCE, VOLS 1-3, 2009, : 1091 - 1096
  • [7] PERIODIC DISTURBANCES REDUCTION IN THE CONTINUOUS CASTING PROCESS BY MEANS OF A MODIFIED SMITH PREDICTOR
    Jabri, Karim
    Mouchette, Alain
    Bele, Bertrand
    Godoy, Emmanuel
    Dumur, Didier
    ICINCO 2009: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 3, 2009, : 110 - +
  • [8] GPU-based model predictive control for continuous casting spray cooling control system using particle swarm optimization
    Wang, Yuan
    Luo, Xiaochuan
    Zhang, Fan
    Wang, Si
    CONTROL ENGINEERING PRACTICE, 2019, 84 : 349 - 364
  • [9] Study on mould level and casting speed coordination control based on ADRC with DRNN optimization
    Qiao, Guo-Lin
    Tong, Chao-Nan
    Sun, Yi-Kang
    Zidonghua Xuebao/Acta Automatica Sinica, 2007, 33 (06): : 641 - 648
  • [10] Robust nonlinear adaptive mould level control for steel continuous casting
    Gonzalez Yero, Guillermo
    Ramirez Mendoza, Mercedes
    Albertos, Pedro
    IFAC PAPERSONLINE, 2018, 51 (25): : 164 - 170