Research Article | OPEN ACCESS
The Application Research about Modified Genetic Algorithm in the Flywheel Charging-Control System
1Yuanlong Liu, 2Yuanbiao Zhang, 1Jiaqi Zhong and 1Jianwen Zhu
1Electrical and Information Engineering School, Jinan University, 519070, China
2Packaging Engineering Institute, Mathematical Modeling Innovative Practice Base, Jinan University, Zhuhai, 519070, China
Research Journal of Applied Sciences, Engineering and Technology 2013 24:5598-5601
Received: October 17, 2012 | Accepted: December 14, 2012 | Published: May 30, 2013
Abstract
In the flywheel charging-control system, there exists the flywheel motor’s nonlinearity, variable elements etc, which leads to the problem of parameter tuning of PID controller of its charging-control system’s revolving speed loop. In this study, I will introduce an optimizing way based on modified genetic algorithm for the flywheel charging-control system PID controller, which by means of simulation and performance index quantization to observe its optimizing performance and convergence characteristic, so that we can check the feasibility and effectiveness in the flywheel charging-control system. It turns out that tuning PID controller parameters based on modified genetic algorithm has a better rapidity and stability, which proves the feasibility of the modified genetic algorithm.
Keywords:
Parameter optimization, PID controller, the flywheel charging-control system, the modified genetic algorithm,
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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