Optimization of the Parameters of a Model Predictive Control System for an Industrial Fractionator

IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Automation and Remote Control Pub Date : 2024-11-05 DOI:10.1134/S0005117924700085
O. Yu. Snegirev, A. Yu. Torgashov
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Abstract

The problem of parametric synthesis of a model predictive control (MPC) system by the chemical process of production of the kerosene fraction of an industrial fractionator under conditions of constraints and uncertainty is considered. The optimal parameters of the MPC algorithm are obtained as a result of solving the problem of multi-criteria optimization, taking into account the intervally specified parameters of the plant model.

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优化工业分馏器的模型预测控制系统参数
本研究考虑了在约束和不确定条件下,工业分馏器煤油馏分生产化学过程的模型预测控制(MPC)系统的参数合成问题。MPC 算法的最佳参数是多标准优化问题求解的结果,同时考虑到工厂模型的相互指定参数。
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来源期刊
Automation and Remote Control
Automation and Remote Control 工程技术-仪器仪表
CiteScore
1.70
自引率
28.60%
发文量
90
审稿时长
3-8 weeks
期刊介绍: Automation and Remote Control is one of the first journals on control theory. The scope of the journal is control theory problems and applications. The journal publishes reviews, original articles, and short communications (deterministic, stochastic, adaptive, and robust formulations) and its applications (computer control, components and instruments, process control, social and economy control, etc.).
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