A Fuzzy Intelligent Computing Approach for Energy/Voltage Control of Microgrids

Author:

Xu Aoqi1ORCID,Bouteraa Yassine2ORCID,Kausar Nasreen3ORCID,Mohammadzadeh Ardashir4,Pamucar Dragan5ORCID,Abdullah Salman Mohammed6ORCID

Affiliation:

1. School of Economics, Fujian Normal University, Fuzhou 350007, China

2. College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia

3. Department of Mathematics, Faculty of Arts and Science, Yildiz Technical University, Esenler 34210, Istanbul, Turkey

4. Multidisciplinary Center for Infrastructure Engineering, Shenyang University of Technology, Shenyang 110870, China

5. Faculty of Organizational Sciences, University of Belgrade, 11000 Belgrade, Serbia

6. College of Education, Applied Sciences and Arts Amran University, Amran, Yemen

Abstract

The control and energy management problems of microgrids (MGs) are challenging due to the high level of uncertainties and disturbances such as changes in demands, mechanical powers, and solar energies. So, intelligent computing is needed to be developed for these systems. This paper uses an optimal and robust fuzzy controller for automatic voltage and frequency regulation. The fuzzy logic develops the resistance against uncertainties and disturbances such as irradiation, wind power changes, and load demand variation. The introduced controller uses appropriate and effective criteria that include rising time, settling time, overshoot, and the degree of resistance of the control system to uncertainties and perturbation effects. Through simulations and compassion with conventional regulators, the better accuracy of the suggested approach is demonstrated.

Funder

National Social Science Fund of China

Publisher

Hindawi Limited

Subject

General Mathematics

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