PID Controller Gains Tuning Using Metaheuristic Optimization Methods: A survey

Abdallah Abushawish, Mohammed Hamadeh, A. B. Nassif
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引用次数: 12

Abstract

In nowadays industry, most processes are controlled and automated. Interestingly, PID controllers are major contributors to the control process since they were invented and become quite practical. PID controllers are vital component in the industry and enhancing the component will show an echo effect in today’s technology. Their drawbacks are tuning them for an application, and this provides inspiration to develop advanced optimization methods in tuning PID controllers. This survey aims to review metaheuristic optimization methods of PID controller tuning that were published between 2010 and 2018. The paper was constructed based on 22 research papers and found that 8 metaheuristics optimization methods were used with PID tuning on 5 industrial applications. The papers also extensively provided answers to 3 research questions and assessing the quality of the papers based on 6 parameters.
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基于元启发式优化方法的PID控制器增益整定综述
在当今的工业中,大多数过程都是控制和自动化的。有趣的是,PID控制器是控制过程的主要贡献者,因为它们被发明并变得非常实用。PID控制器是工业中至关重要的组成部分,对其进行增强将在当今技术中产生回声效应。它们的缺点是针对应用程序进行调优,这为开发调优PID控制器的高级优化方法提供了灵感。本调查旨在回顾2010年至2018年间发表的PID控制器整定的元启发式优化方法。本文基于22篇研究论文构建,发现8种元启发式优化方法在5个工业应用中使用了PID整定。论文还广泛提供了3个研究问题的答案,并根据6个参数评估论文的质量。
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