Solar Hydrogen Variable Speed Control of Induction Motor Based on Chaotic Billiards Optimization Technique

Basem E. Elnaghi (), M. N. Abelwhab, Ahmed M. Ismaiel and Reham H. Mohammed
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Basem E. Elnaghi: Electrical Power and Machines Department, Faculty of Engineering, Suez Canal University, Ismailia 41522, Egypt
M. N. Abelwhab: Electrical Power and Machines Department, Faculty of Engineering, Suez Canal University, Ismailia 41522, Egypt
Ahmed M. Ismaiel: Electrical Power and Machines Department, Faculty of Engineering, Suez Canal University, Ismailia 41522, Egypt
Reham H. Mohammed: Electrical Engineering Department, Faculty of Engineering, Suez Canal University, Ismailia 41522, Egypt

Energies, 2023, vol. 16, issue 3, 1-33

Abstract: This paper introduces a brand-new, inspired optimization algorithm (the chaotic billiards optimization (C-BO) approach) to effectively develop the optimal parameters for fuzzy PID techniques to enhance the dynamic response of the solar–hydrogen drive of an induction motor. This study compares fuzzy-PID-based C-BO regulators to fuzzy PID regulators based on particle swarm optimization (PSO) and PI-based PSO regulators to provide speed control in solar–hydrogen, induction-motor drive systems. The model is implemented to simulate the production and storage of hydrogen while powering an induction-motor drive which provides a great solution for the renewable energy storage problem in the case of solar pumping systems. MATLAB/Simulink 2021a is used to simulate and analyze the entire operation. The laboratory prototype is implemented in real time using a DSP-DS1104 board. Based on the simulation and experimental results, the proposed fuzzy-PID-based C-BO has reduced speed peak overshoot by 45.3% when compared to a fuzzy PID based PSO speed regulator and by 68.13% when compared to a PI-based PSO speed controller in the case of a large-scale motor. Additionally, the proposed speed regulator has a 6.1% faster speed rising time than a fuzzy-PID-based PSO and a 9.5% faster speed rising time than a PI–PSO speed controller. It has an excellent dynamic responsiveness value when compared to the other speed regulators.

Keywords: hydrogen production; chaotic billiards optimization; particle swarm optimization; solar–hydrogen induction motor drive; electrolysis; field-oriented control (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2023
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (2)

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