Microgrid Frequency Regulation by Using of Electric Vehicles Controlled by Fuzzy Controller with Optimized Rules and Membership Functions

نوع مقاله : مقاله پژوهشی

نویسندگان

1 دانشگاه کاشان

2 دانشکده مهندسی برق و کامپیوتر، گروه مهندسی برق - قدرت، دانشگاه کاشان، کاشان، ایران

چکیده

The growing use of electric power on one hand and environmental pollutions due to using of fossil fuels on another hand, have made it necessary to find new sources of energy to produce electric power. Renewable energies such as wind and solar resources can be employed to produce electric power but they suffer from uncertainties in their output powers due to stochastic environmental situations. These changes lead to frequency deviations in power grid and may make it unstable. This problem can be more challenging in standalone microgrids due to their low inertia. To overcome this problem, energy storage systems (ESSs) can be used. However using of ESSs needs to investments and may be not economical. Electric vehicles (EVs) can help power systems to balance generation and consumption and compensate the changes of renewable energy outputs. This can be done by EVs batteries so that they can be charged when grid frequency is high and discharged when frequency is low. This concept is introduced by Vehicle to Grid (V2G) phrase. In this paper a new method for control of EVs in a microgrid is proposed in order to decrease frequency deviations. For this purpose, fuzzy controller with optimized membership functions and rules has been introduced. Moreover in proposed method, state of charge (SOC) of EV battery can be control along with frequency regulation. Simulations have been carried out in MATLAB environment and results of simulations illustrate appropriate performance of proposed method.

کلیدواژه‌ها


عنوان مقاله [English]

Microgrid Frequency Regulation by Using of Electric Vehicles Controlled by Fuzzy Controller with Optimized Rules and Membership Functions

نویسندگان [English]

  • Saber Falahati Aliabadi 1
  • Seyed Abbas Taher 2
1 Electrical and Computer Engineering Department, University of Kashan. Kashan.
2 Faculty of Electrical and Computer Engineering, Department of Electrical Engineering - Power, University of Kashan, Kashan, Iran
چکیده [English]

The growing use of electric power on one hand and environmental pollutions due to using of fossil fuels on another hand, have made it necessary to find new sources of energy to produce electric power. Renewable energies such as wind and solar resources can be employed to produce electric power but they suffer from uncertainties in their output powers due to stochastic environmental situations. These changes lead to frequency deviations in power grid and may make it unstable. This problem can be more challenging in standalone microgrids due to their low inertia. To overcome this problem, energy storage systems (ESSs) can be used. However using of ESSs needs to investments and may be not economical. Electric vehicles (EVs) can help power systems to balance generation and consumption and compensate the changes of renewable energy outputs. This can be done by EVs batteries so that they can be charged when grid frequency is high and discharged when frequency is low. This concept is introduced by Vehicle to Grid (V2G) phrase. In this paper a new method for control of EVs in a microgrid is proposed in order to decrease frequency deviations. For this purpose, fuzzy controller with optimized membership functions and rules has been introduced. Moreover in proposed method, state of charge (SOC) of EV battery can be control along with frequency regulation. Simulations have been carried out in MATLAB environment and results of simulations illustrate appropriate performance of proposed method.

کلیدواژه‌ها [English]

  • Optimized fuzzy controller
  • Vehicle to grid
  • Frequency regulation
  • State of charge
  • Microgrid

مقالات آماده انتشار، پذیرفته شده
انتشار آنلاین از تاریخ 09 مرداد 1401
  • تاریخ دریافت: 20 فروردین 1401
  • تاریخ بازنگری: 22 اردیبهشت 1401
  • تاریخ پذیرش: 09 مرداد 1401