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
A type-2 fuzzy control for active/reactive power control and energy storage management
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Type-2 fuzzy system, learning technique, Kalman filter, sliding condition, active/reactive power, energy storage management
پژوهشگران هومن محمدی مقدم (نفر اول)، اردشیر محمدزاده (نفر دوم)، رضا حاجی آقائی وفائی (نفر سوم)، جعفر طاوسی (نفر چهارم)، محمد حسن خوبان (نفر پنجم)

چکیده

This paper presents a new type-2 fuzzy logic control (T2FLC) for active/reactive power (AP/RP) regulation and energy storage management of an independent microgrid (MG). The case-study MG includes sporadic renewable sources that lead to significant frequency and voltage fluctuations in the network. The rules of suggested T2FLCs are tuned such that a fractional-order sliding condition can be satisfied. Also a new approach using square-root-cubature Kalman filter is designed to optimize the membership parameters of T2FLCs. Beside AP/RP power regulation, an electrical storage system (battery energy storage system (BESS)) is managed to produce the rated power, rather than a conventional generator. It makes the device frequency separate from the synchronous generator’s mechanical inertia. Nevertheless, a BESS has a power limit – it uses a synchronous generator to sustain the BESS charge state at a certain value. Sustainable energies achieve a voltage-damping impact by supplementing an AP/RP droop strategy procedure that considerably reduces voltage oscillation created by variation of its own output power. In various disturbed scenarios the good performance of the suggested controller and energy management system is shown.