Data-based control of an industrial tubular reactor

被引:5
|
作者
Akamatsu, K
Lakshminarayanan, S
Manako, H
Takada, H
Satou, T
Shah, SL
机构
[1] Mitsubishi Chem Corp, Kurashiki, Okayama 7128054, Japan
[2] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2G6, Canada
关键词
statistical analysis; time-series analysis; reactor modelling; closed-loop control;
D O I
10.1016/S0967-0661(00)00039-3
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 describes the empirical modelling and control of a tubular reactor producing alpha-olefins at the Mizushima (Japan) site of Mitsubishi Chemical Corporation (MCC). Initially, the reactor was operated manually resulting in inconsistent run-to-run performance. Using archived data from several past runs and by performing statistical and time-series analysis of the data jets, satisfactory and consistent automatic feedback and feedforward control of the reactors was achieved. An overview of the modelling efforts involved and the performance of the automatic control strategies is provided here. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:783 / 790
页数:8
相关论文
共 50 条
  • [41] An Approach to Data-Based Linear Quadratic Optimal Control
    Yan, Yitao
    Bao, Jie
    Huang, Biao
    IEEE CONTROL SYSTEMS LETTERS, 2024, 8 : 1120 - 1125
  • [42] Data-Based Modelling of Chemical Oxygen Demand for Industrial Wastewater Treatment
    Porho, Henri
    Tomperi, Jani
    Sorsa, Aki
    Juuso, Esko
    Ruuska, Jari
    Ruusunen, Mika
    APPLIED SCIENCES-BASEL, 2023, 13 (13):
  • [43] Big Data-Based Improved Data Acquisition and Storage System for Designing Industrial Data Platform
    Geng, Daoqu
    Zhang, Chengyun
    Xia, Chengjing
    Xia, Xue
    Liu, Qilin
    Fu, Xinshuai
    IEEE ACCESS, 2019, 7 : 44574 - 44582
  • [44] Data-based decision-making in industrial polymer problem solving
    Rancourt, James
    Caba, Beth
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2019, 257
  • [45] Data-based learning control for optimization of nonlinear systems
    Wei, Qinglai
    Song, Ruizhuo
    Zhang, Pinjia
    Wu, Zongze
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2023, 44 (03): : 1055 - 1057
  • [46] Data-Based Predictive Control with Multirate Prediction Step
    Barlow, Jonathan S.
    2010 AMERICAN CONTROL CONFERENCE, 2010, : 5513 - 5519
  • [47] Data-Based Robust Control for Unknown Nonlinear Systems
    Yang Xiong
    Liu Derong
    Wei Qinglai
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 3123 - 3128
  • [48] Development Of Data-based Business Models To Incentivise Sustainability In Industrial Production
    Hoffmann, Felix
    Koch, Tobias
    Weber, Markus
    Weigold, Matthias
    Metternich, Joachim
    PROCEEDINGS OF THE CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023-1, 2023, : 199 - 209
  • [49] Sequential Big Data-Based Macroeconomic Forecast for Industrial Value Added
    Yang, Yunli
    Kong, Jing
    Yang, Lu
    Yang, Zhouwang
    COMMUNICATIONS IN MATHEMATICS AND STATISTICS, 2019, 7 (04) : 445 - 457
  • [50] Sequential Big Data-Based Macroeconomic Forecast for Industrial Value Added
    Yunli Yang
    Jing Kong
    Lu Yang
    Zhouwang Yang
    Communications in Mathematics and Statistics, 2019, 7 : 445 - 457