![](/images/graphics-bg.png)
An MEA-Tuning Method for Design of the PID Controller
Joint Authors
Zhang, Yongli
Zhang, Lijun
Dong, Zhiliang
Source
Mathematical Problems in Engineering
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-01-20
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
The optimization and tuning of parameters is very important for the performance of the PID controller.
In this paper, a novel parameter tuning method based on the mind evolutionary algorithm (MEA) was presented.
The MEA firstly transformed the problem solutions into the population individuals embodied by code and then divided the population into superior subpopulations and temporary subpopulations and used the similar taxis and dissimilation operations for searching the global optimal solution.
In order to verify the control performance of the MEA, three classical functions and five typical industrial process control models were adopted for testing experiments.
Experimental results indicated that the proposed approach was feasible and valid: the MEA with the superior design feature and parallel structure could memorize more evolutionary information, generate superior genes, and enhance the efficiency and effectiveness for searching global optimal parameters.
In addition, the MEA-tuning method can be easily applied to real industrial practices and provides a novel and convenient solution for the optimization and tuning of the PID controller.
American Psychological Association (APA)
Zhang, Yongli& Zhang, Lijun& Dong, Zhiliang. 2019. An MEA-Tuning Method for Design of the PID Controller. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-11.
https://search.emarefa.net/detail/BIM-1194311
Modern Language Association (MLA)
Zhang, Yongli…[et al.]. An MEA-Tuning Method for Design of the PID Controller. Mathematical Problems in Engineering No. 2019 (2019), pp.1-11.
https://search.emarefa.net/detail/BIM-1194311
American Medical Association (AMA)
Zhang, Yongli& Zhang, Lijun& Dong, Zhiliang. An MEA-Tuning Method for Design of the PID Controller. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-11.
https://search.emarefa.net/detail/BIM-1194311
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1194311