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

• Дата: 2024
• Автори: Paquianadin, V., Navin Sam, K., Koperundevi, G.
• Формат: Стаття
• Мова: English
• Опубліковано: National Technical University "Kharkiv Polytechnic Institute" and State Institution “Institute of Technical Problems of Magnetism of the National Academy of Sciences of Ukraine” 2024
• Теми: machine learning; maximum power point trackers; solar photovoltaic systems; машинне навчання; відстежувачі максимальної потужності; сонячні фотоелектричні системи
• Онлайн доступ: http://eie.khpi.edu.ua/article/view/293410
• Назва журналу: 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...