A Compromise Solution based on Fuzzy Decision Making for multiobjective Hourly Planning in Clustered Microgrids Considering Uncertainty of Renewable Energy Resources

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SAKI REZA; Rokrok Esmaeel; Doostizadeh Meysam; Abedini Mohammad

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Journal Paper

Paper Information

Journal: COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING) Year:2022 | Volume:12 | Issue:4 Page(s): 57-71

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Title

A Compromise Solution based on Fuzzy Decision Making for multiobjective Hourly Planning in Clustered Microgrids Considering Uncertainty of Renewable Energy Resources

Author(s)

SAKI REZA | Rokrok Esmaeel | Doostizadeh Meysam | Abedini Mohammad | Issue Writer Certificate

Keywords

Video Clustered microgrids

Fuzzy decision making

Information Gap Decision Theory

Renewable energy resources

Abstract

This paper proposes a multi-objective function for hourly optimization of microgrids performance through minimizing the operating costs, losses and, voltage deviation index. A fuzzy decision-maker is used in this study to select the best solution from the optimally set goals by the Pareto Front beam method. In this paper, the collections of microgrids are separated into several clusters and power transaction between clusters as well as between distribution system and MG clusters, with consideration for the uncertainty of Renewable energy resources (RESs), is examined. An hourly robust energy management approach is presented for distribution systems under the penetration of renewable energy-based MGs. In addition to wind turbines and photovoltaics as RESs, the MGs are equipped with energy storage systems and micro-turbines. The uncertainty of renewable generation is demonstrated via the Information Gap Decision Theory (IGDT) technique. To validate the effectiveness of the proposed model, it is tested on a 94 bus distribution test system using the general algebraic modeling system (GAMS) software. The results show the prominence of MGs clustering in improving the techno-economic characteristics of the distribution system and indicate the important consequences of clustered microgrids in optimal power transaction and distribution system operation.

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APA: Copy

SAKI, REZA, Rokrok, Esmaeel, Doostizadeh, Meysam, & Abedini, Mohammad. (2022). A Compromise Solution based on Fuzzy Decision Making for multiobjective Hourly Planning in Clustered Microgrids Considering Uncertainty of Renewable Energy Resources. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), 12(4 ), 57-71. SID. https://sid.ir/paper/973798/en

Vancouver: Copy

SAKI REZA, Rokrok Esmaeel, Doostizadeh Meysam, Abedini Mohammad. A Compromise Solution based on Fuzzy Decision Making for multiobjective Hourly Planning in Clustered Microgrids Considering Uncertainty of Renewable Energy Resources. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING)[Internet]. 2022;12(4 ):57-71. Available from: https://sid.ir/paper/973798/en

IEEE: Copy

REZA SAKI, Esmaeel Rokrok, Meysam Doostizadeh, and Mohammad Abedini, “A Compromise Solution based on Fuzzy Decision Making for multiobjective Hourly Planning in Clustered Microgrids Considering Uncertainty of Renewable Energy Resources,” COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), vol. 12, no. 4 , pp. 57–71, 2022, [Online]. Available: https://sid.ir/paper/973798/en

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