10 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
Model Predictive Control-Based Type-3 Fuzzy Estimator for Voltage Stabilization of DC Power Converters
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
DC power converters , interval fuzzy type-III , model predictive control (MPC) , nonideal constant power loads (CPL)
پژوهشگران میثم قیصر نژاد (نفر اول)، اردشیر محمدزاده (نفر دوم)، محمد حسن خوبان (نفر سوم)

چکیده

The stability of power electronic devices is prone to instability when supplying constant power loads (CPL) due to their negative impedance specifications. This necessitates an efficient control methodology to overcome the destabilization issue and regulate the response of the output voltage. In particular, this article proposes a novel interval type-III fuzzy neural network-based model predictive control (IT3FNNMPC) to mitigate the destructive effects of CPL in dc/dc boost converters implemented in the microgrid (MG) and power system distribution. In a typical MGs configuration, the IT3FNNMPC controller is formulated and designed in a constraint control problem to achieve a fast-transient response of system voltage. The feasibility and applicability of the designed IT3FNNMPC controller have been validated by hardware-in-the-loop real-time simulations.