Predictive controller design for a shell and tube heat exchanger

S. Nithya, A. S. Gour, N. Sivakumaran, T. Radhakrishnan, N. Anantharaman
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引用次数: 10

Abstract

Process industry requires now accurate, efficient and flexible operation of the plants. There is always a need for development of innovative technologies for process modeling, dynamic trajectory optimization and high performance industrial process control. The advanced control technology which made a significant impact on industrial control engineering is model predictive control (MPC). The objective of this work is the development of MPC for a shell and tube heat exchanger and to address the difficulties in tuning a MPC. The identification of the heat exchanger is done by using the black box model technique. Although the PI controller is widely used for these types of applications there is still a need for optimization of conservation of energy. In this paper a model based predictive algorithm is used for controlling a temperature of a fluid stream using the shell and tube heat exchanger and the associated difficulties in tuning are analyzed. The transients and steady state results obtained using a MPC is compared with a conventional PI Ziegler Nicholas (ZN) controller.
管壳式换热器的预测控制器设计
过程工业现在需要精确、高效和灵活的工厂操作。在过程建模、动态轨迹优化和高性能工业过程控制方面,始终需要创新技术的发展。模型预测控制(MPC)是一种对工业控制工程产生重大影响的先进控制技术。本研究的目的是开发用于壳管式换热器的MPC,并解决MPC调谐中的困难。采用黑箱模型技术对换热器进行识别。虽然PI控制器广泛应用于这些类型的应用,但仍然需要优化的能量守恒。本文将一种基于模型的预测算法应用于管壳式换热器的流体温度控制,并分析了相应的调优难点。用MPC与传统的PI齐格勒-尼古拉斯(ZN)控制器得到的暂态和稳态结果进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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