Tuning of Fuzzy Logic Controller Using an Improved Black Hole Algorithm for Maximizing Power Capture of Ocean Wave Energy Converters

الموضوعات : مهندسی هوشمند برق

Reihane Kardehi Moghaddam ¹ (Mashhad Branch, Islamic Azad University, Mashhad, Iran)
Mohamad Jalali ² (Mashhad Branch, Islamic Azad University, Mashhad, Iran)
Naser Pariz ³ (Department of Electrical Engineering, Ferdowsi University of Mashhad)

تاريخ الإرسال : 26 الخميس , ربيع الأول, 1442 تاريخ التأكيد : 09 الجمعة , جمادى الثانية, 1442 تاريخ الإصدار : 06 الأحد , رجب, 1441

الکلمات المفتاحية: Uncertainty, fuzzy control, wave energy converter, improved black hole algorithm,

ملخص المقالة :

Seas and oceans are the most important sources of renewable energy in the world. The main purpose of this paper is to use an appropriate control strategy to improve the performance of point absorbers. In this scheme, considering the high uncertainty in the parameters of the power take-off system in different atmospheric conditions, a new improved black hole algorithm is introduced to tune fuzzy controller parameters for controlling and tracking the power. In order to demonstrate validity and performance of the proposed algorithm, simulations are performed for some benchmark functions. The proposed method is then implemented for tuning the fuzzy controller parameters in order to obtain the maximum power capture of wave energy converters. Compared to particle swarm optimization and conventional black hole algorithm, the results of the proposed method indicate enhancements in reference speed tracking and absorbed power. Key words: wave energy converter, fuzzy control, improved black hole algorithm, uncertainty