Design of Optimal PID Controller Using NSGA-II Algorithm and Level Diagram

This paper introduces a design for multi-objective PID controller using non-dominated sorting genetic algorithm (NSGA-II). When selecting the objectives to be optimized, it is taken into account to cover some important characteristics of the system like performance, robustness and control signals’ s...

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Published inStudies in Informatics and Control Vol. 24; no. 3; p. 301
Main Authors MOHARAM, Amal, El-HOSSEINI, Mostafa A., ALI, Hesham A.
Format Journal Article
LanguageEnglish
Published Bucharest National Institute for Research and Development in Informatics 2015
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ISSN1220-1766
1841-429X
1841-429X
DOI10.24846/v24i3y201507

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Summary:This paper introduces a design for multi-objective PID controller using non-dominated sorting genetic algorithm (NSGA-II). When selecting the objectives to be optimized, it is taken into account to cover some important characteristics of the system like performance, robustness and control signals’ smoothness. The decision making is done using Level diagram tool. Three tanks liquid level system control is discussed as a case study. The results show that this tool improves the process of decision making (DM). Also, comparisons with Ziegler and Nichols (Z-N) and different optimization methods are presented.
Bibliography:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:1220-1766
1841-429X
1841-429X
DOI:10.24846/v24i3y201507