07 اردیبهشت 1403
اردشير محمدزاده

اردشیر محمدزاده

مرتبه علمی: دانشیار
نشانی: بناب- دانشگاه بناب
تحصیلات: دکترای تخصصی / مهندس برق کنترل
تلفن: 0413775000
دانشکده: دانشکده فنی و مهندسی
گروه: گروه مهندسی برق

مشخصات پژوهش

عنوان
Energy management in photovoltaic battery hybrid systems: A novel type-2 fuzzy control
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Photovoltaic system; Interval type-2 fuzzy neural network; Adaptive control; Robustness
پژوهشگران اردشیر محمدزاده (نفر اول)، Sakthivel Rathinasamy (نفر دوم)

چکیده

In this paper, a new robust fuzzy control approach is presented to power management in the photovoltaic (PV)-battery hybrid system. The stability and robustness of the developed control scheme is analyzed through the Lyapunov technique. The dynamics of the converters, battery and PV system are assumed to be fully unknown. Specifically, the uncertainties are online estimated by the adaptive interval type-2 fuzzy neural networks. It is shown that the implemented control technique results are in good performance in the presence of time-varying radiation, changes of temperature and output load variation in comparison with the other well-known control techniques.