Ahmad Nor Kasruddin, Nasir and Mohd Redzuan, Ahmad and Muhammad Almaa Anwari, Roslan (2024) Elitism-crossover barnacle mating optimization and its application to PID controller design for a buck converter. Bulletin of Electrical Engineering and Informatics, 13 (2). pp. 845-852. ISSN 2302-9285. (Published)
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Abstract
This paper presents an elitism-crossover barnacle mating optimization (ECBMO). It is an improvement of barnacle mating optimization (BMO). The original BMO suffers from local optima problem leading to a low accurate solution. A new method of offspring generation is adopted into the original BMO structure. Some features of the best-so-far solution are incorporated into the generated offspring. The accuracy performance of the proposed algorithm is tested on several IEEE functions. A statistical analysis is conducted to compare its performance over the original BMO. It is also applied to optimize proportional integral derivative (PID) parameters for controlling output voltage of a buck converter. Result of benchmark functions test shows the proposed algorithm has attained higher accuracy for all functions compared to BMO algorithm. Application on the real problem shows both algorithms control the converter voltage satisfactorily. However, the ECBMO has achieved more optimal PID parameters and leading to a better output voltage response.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Barnacle mating optimization; Elitism-crossover; Buck converter; IEEE CEC2014; Proportional integral derivative controller controller |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Faculty/Division: | Institute of Postgraduate Studies Faculty of Electrical and Electronic Engineering Technology |
| Depositing User: | Mrs Norsaini Abdul Samat |
| Date Deposited: | 01 Apr 2024 03:14 |
| Last Modified: | 01 Apr 2024 03:14 |
| URI: | http://umpir.ump.edu.my/id/eprint/40809 |
| Download Statistic: | View Download Statistics |
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