文章基本信息

标题：Levenberg – Marquardt’s Algorithm used for PID Controller Parameters Optimization
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作者：Ahmed S. Abd El-Hamid ; Ahmed H. Eissa ; ALy M. Radwan 等
期刊名称：International Journal of Engineering Research
印刷版ISSN：2319-6890
出版年度：2015
卷号：4
期号：6
页码：286-290
出版社：IJER
摘要：The determination of parameters of controllers is an important problem in automatic control systems. In this paper, the Levenberg Marquardt (LM) Algorithm is used to effectively solve this problem with reasonable computational effort. The Levenberg Marquardt (LM) Algorithm for optimization of three term (PID) controller parameters with dynamic model of pH neutralization process is presented. The main goal is to show the merits of Levenberg Marquardt algorithm optimization and to determine its suitability in the area of control systems. Lastly, the application of this approach to the calculation of the parameters of PID controller shows tha t the Levenberg Marquardt (LM) algorithm has a better dynamic performance of pH neutralization process.
关键词：Parameters Optimization; PID controller; pH ; neutralization Process; Levenberg Marquardt (LM) ; algorithm