Application of economic MPC to a CSTR process

Application of economic MPC to a CSTR process
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DOI：
10.1109/imcec.2016.7867297
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发表时间：
2016-10
期刊：
2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)
影响因子：
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通讯作者：
Xinchun Li;Liqin Zhang;M. Nakaya;Azusa Takenaka
Xinchun Li;Liqin Zhang;M. Nakaya;Azusa Takenaka
中科院分区：
其他
文献类型：
--
作者：
Xinchun Li;Liqin Zhang;M. Nakaya;Azusa Takenaka

文献摘要

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介绍了经济模型预测控制（EMPC）在连续搅拌釜式反应器（CSTR）中的应用。机理模型作为一种非线性预测控制，是用来进行预测和优化的。该控制策略在机理模型、边界、质量和安全性等工艺约束条件下，使经济目标函数最小化，并对不同要求下的几种目标函数进行了分析和讨论。数值仿真结果表明了EMPC的有效性。
This paper presents an application of Economic Model Predictive Control (EMPC) to a continuously stirred tank reactor (CSTR). As a kind of nonlinear MPC, mechanism models are employed to predict and optimize. The control strategy minimizes the economic objective function under the process constraints composed by mechanism models, bounds, quality and security etc. Several kinds of objective functions for different demands are also analyzed and discussed. The effectiveness of EMPC is illustrated with some numerical simulations.