International Journal of Engineering Research in Electrical and Electronic Engineering(IJEREEE)

Monthly Journal for Electrical and Electronic Engineering

International Journal of Engineering Research in Electrical and Electronic Engineering

Volume4 ,March 2017.

Volume4,March 2017,

Topic : PSO Based Fuzzy Stochastic Long-term Model for Deployment of Distributed Energy Resources in Distribution Systems with Several Objectives

Authors:Y N Vijaya Kumar || S.Senthil

Abstract:This paper presents a particle swarm optimization (PSO) based fuzzy stochastic long term approach for determining optimum location and size of distributed energy resources (DERs). The Monte Carlo simulation method is used to model the uncertainties associated with long-term load forecasting. A proper combination of several objectives is considered in the objective function. Reduction of loss and power purchased from the electricity market, loss reduction in peak load level, and reduction in voltage deviation are simultaneously considered as the objective functions. At first these objectives are fuzzified and designed to be comparable with each other, then they are introduced to a PSO algorithm in order to obtain the solution which maximizes the value of integrated objective function. The output power of DERs is scheduled for each load level. An enhanced economic model is also proposed to justify investment on DER. IEEE 30-bus radial distribution test system is used as an illustrative example to show the effectiveness of the proposed method..

Keywords: Distributed energy resources (DERs), fuzzy optimization, loss reduction, particle swarm optimization (PSO), stochastic programming, voltage deviation reduction.

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DOI: 01.1617/vol3iss3pid009


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Editor-in-Chief
Dr.Krzysztof Chwastek
Associate Professor,
Czestochowa University of Technology, Polland.


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ISSN(Online): 2395-2717

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