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连续搅拌釜的建模与模型预测温度控制方法

王伯慈 王浩坤 江爱朋 黄立群

高校化学工程学报2026,Vol.40Issue(2):215-225,11.
高校化学工程学报2026,Vol.40Issue(2):215-225,11.DOI:10.3969/j.issn.1003-9015.2025.00.047

连续搅拌釜的建模与模型预测温度控制方法

Modeling and model predictive temperature control of a CSTR system

王伯慈 1王浩坤 1江爱朋 1黄立群1

作者信息

  • 1. 杭州电子科技大学 自动化学院,浙江 杭州 310018
  • 折叠

摘要

Abstract

Temperature control in a CSTR influences product quality and energy consumption.Cascade PID is difficult to meet tracking accuracy and disturbance rejection requirements under complex working conditions due to its deficient tracking and disturbance rejection ability.This study built a control system based on the heat transfer and reaction models,which could better match actual industrial models.By establishing an extended inner-loop model combined with the inner-loop cooling characteristics of the CSTR,an improved offset-free MPC method was proposed with Kalman filter for estimating the states and disturbances.Contrast experiments showed that the proposed Offset-free MPC method exhibited obvious improvement in temperature tracking accuracy and robustness compared to cascade PID.The conclusion of this paper provides a reference for temperature control of a CSTR under actual disturbance environment.

关键词

连续搅拌反应釜(CSTR)/温度控制/串级PID/无偏MPC/抗干扰

Key words

CSTR/temperature control/cascade PID/offset-free MPC/disturbance rejection

分类

信息技术与安全科学

引用本文复制引用

王伯慈,王浩坤,江爱朋,黄立群..连续搅拌釜的建模与模型预测温度控制方法[J].高校化学工程学报,2026,40(2):215-225,11.

基金项目

浙江省"尖兵""领雁"研发攻关计划(2023C01024). (2023C01024)

高校化学工程学报

1003-9015

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