Maximizing solar photovoltaic system efficiency by multivariate linear regression based maximum power point tracking using machine learning

• Date: 2024
• Main Authors: Paquianadin, V., Navin Sam, K., Koperundevi, G.
• Format: Article
• Language: English
• Published: National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2024
• Subjects: machine learning; maximum power point trackers; solar photovoltaic systems
• Online Access: http://eie.khpi.edu.ua/article/view/293410
• Journal Title: Electrical Engineering & Electromechanics

Introduction. In recent times, there has been a growing popularity of photovoltaic (PV) systems, primarily due to their numerous advantages in the field of renewable energy. One crucial and challenging task in PV systems is tracking the maximum power point (MPP), which is essential for enhancing the...