A NEW OPTIMAL UNDER FREQUENCY LOAD SHEDDING IN MICRO GRIDS IN PRESENCE OF WIND TURBINES BY USING ANFIS NETWORKS

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AMOOSHAHI H.; HOOSHMAND R.A.; KHODABAKHSHIA A.; MOAZZAMI M.

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Paper Information

Journal: COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING) Year:2012 | Volume:3 | Issue:3 Page(s): 25-40

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Title

A NEW OPTIMAL UNDER FREQUENCY LOAD SHEDDING IN MICRO GRIDS IN PRESENCE OF WIND TURBINES BY USING ANFIS NETWORKS

Author(s)

AMOOSHAHI H. | HOOSHMAND R.A. | KHODABAKHSHIA A. | MOAZZAMI M. | Issue Writer Certificate

Keywords

MICRO GRIDQ1

WIND TURBINEQ2

LOAD SHEDDINGQ3

ANFISQ3

Abstract

The benefits of renewable energy have led to the high penetration of Distributed Generators (DG) in the distribution systems. Besides the technical, economical and environmental benefits, Microgrids can operate in islanded (autonomous) modes. Microgrids need an effective LOAD SHEDDING system for the control of system frequency and voltage profile in an autonomous operation mode. The generation uncertainty of WIND TURBINEs in microgrids is analyzed in this paper and a new LOAD SHEDDING criteria has been proposed. Reactive power balance is an important problem with considering short electrical distances in microgrids and considering this basic fact, the proposed LOAD SHEDDING method uses a combination of frequency and voltage criteria. The total LOAD SHEDDING amount is determined by using transient stability analysis. This method is implemented by using ANFIS network in microgrids. Simulation results show the effectiveness of the proposed LOAD SHEDDING method.

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