基于观测器的有约束离散时间模型的液位控制系统预测控制

Sanchari Banerjee, Soumik Das, Subham Khatua, Anagh Gupta, P. Arvind, S. Kumari, Shramabati Sen, B. Satpati, Soumya Das
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引用次数: 4

摘要

液位控制系统广泛应用于化工过程工业、锅炉过程、炼油厂精馏塔等石油化工行业。耦合储罐系统(CTS)的液位控制由于其非线性特性而难以实现。此外,其物理约束也给其控制设计和实现带来了复杂性。本文旨在系统地介绍模型预测控制(MPC)策略在耦合储罐系统中的应用。本文考虑了单输入单输出(SISO)系统配置。该系统由一个输入流量控制阀组成,主要控制一个或两个储罐内的液位。本文提出了一种MPC算法,具体描述如下。重点介绍了液位系统的建模与设计。MPC控制器的设计步骤包括:建立耦合油箱系统的状态空间模型,结合噪声和系统识别,优化,为所开发的系统模型设计约束离散时间模型预测控制(DMPC)控制器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Liquid level control system using observer based constrained discrete-time model predictive control
The liquid level control system is extensively used in chemical process industries, boiler process, distillation column of oil refineries in petrochemical industries. The liquid level control in the coupled tank system (CTS) is difficult to incorporate owing to its non-linear characteristics. Furthermore, its physical constraints also pose complexity in its control design and implementation. This paper aims to present in a systemic way the application of model predictive control (MPC) strategy for a coupled tank system (CTS). In this paper, a single-input singleoutput (SISO) system configuration has been considered. This system is comprised of an input flow control valve as the main control of the level of liquid in one tank or both the tanks. For this paper a MPC algorithm is formulated which is described below. It focuses on the modeling and design of the liquid level system. The steps involved in the design of the MPC controller are: development of a state space model for the coupled tank system, incorporation of noise and system identification, optimization, design of constrained discrete-time model predictive control (DMPC) controller for the developed system model.
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