经典PID、1型和2型模糊控制器在三油箱液位控制系统中的性能比较

D. M. Souran, Mahdi Mir, Armin Mebrabian, Behrooz Razeghi, M. Hatamian, S. S. Sebtahmadi
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引用次数: 8

摘要

本文研究了三罐液位控制系统中常规PID控制器、1型和2型模糊控制器在液位控制中的应用。所有的实际系统都具有非线性特性,因此传统的控制器并不总是能够提供良好和准确的结果。模糊逻辑控制(FLC)可以获得更精确的结果。本文设计了一个仿真模型,并在开发模型之前做了所有的假设。利用Matlab/Simulink工具箱进行计算机仿真分析。此外,研究了系统在时间响应方面的行为(如稳定时间、一定上升时间、超调量、绝对误差积分(IAE)和绝对误差积分时间(ITAE)),并将使用flc的结果与使用PID控制器的结果进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A performance comparison of classical PID, Type-1 and Type-2 fuzzy controller in a three tank level control system
This paper investigates the usage of Conventional PID controller, Type-1 and Type-2 fuzzy controller in controlling the liquid level in the three tank level control system. All real systems exhibit non-linear nature, thus conventional controllers are not always able to provide good and accurate results. Fuzzy logic control (FLC) can be used to obtain more precise results. In this paper a model for simulation is designed and all the assumptions are made before the development of the model. Analysis is done through computer simulation using Matlab/Simulink toolbox. Moreover, the behavior of the system in terms of time response (e.g., settling time, a certain rise-time, overshoot, integral of absolute error (IAE) and integral time of absolute error (ITAE) is studied and the results for the case of utilizing FLCs is compared with the case of employing PID controller.
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