April 28, 2024
Ardashir Mohammadzadeh

Ardashir Mohammadzadeh

Academic rank: Associate professor
Address: University of Bonab
Education: Ph.D in Electrical engineering-Control
Phone: 0413775000
Faculty: Faculty of Engineering
Department: Electrical Engineering

Research

Title
A type-2 fuzzy control for active/reactive power control and energy storage management
Type Article
Keywords
Type-2 fuzzy system, learning technique, Kalman filter, sliding condition, active/reactive power, energy storage management
Researchers Hooman Mohammadi Moghadam، Ardashir Mohammadzadeh، Reza Hajiaghaie Vafaie، Jafar Tavoosi، Mohammad-Hassan Khooban

Abstract

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.