Application of the Fuzzy DEMATEL – ANP VIKOR Method to Rank Loads for Load Shedding in Microgrids

This paper presents a multi-criteria decision-making method to rank loads for load shedding in microgrids. The proposed Fuzzy VIKOR technique is based on the Fuzzy Decision-Making Test and Evaluation Laboratory (DEMATEL) model and the Analytical Network Process (ANP). The load ranking for load shedding in a microgrid is an issue that requires balancing economic and technical criteria, both of which are often in conflict with each other when considering comparative objects. The proposed Fuzzy VIKOR technique aims to solve problems related to conflicting criteria. Fuzzy numbers theory is utilized to handle uncertainty and relativity. Furthermore, the DEMATEL method also establishes Network Relationship Maps (NRM) and normalizes the unweighted supermatrix of ANP for weight values that match the criteria. The proposed method provides a comprehensive approach to evaluate the importance of criteria by determining the correlation and influence between factors, calculating their weights, and then ranking and selecting optimal loads based on the weights of load factors that serve the purpose of load shedding. A microgrid system with 16 buses was deployed to validate the proposed method.

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Publication Details

Journal
Engineering Technology & Applied Science Research
Published
2024-10-09
DOI
https://doi.org/10.48084/etasr.7857
Citations
2
Primary Topic
Water Systems and Optimization
Type
article
Field-Weighted Citation Impact
0.52
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article

Application of the Fuzzy DEMATEL – ANP VIKOR Method to Rank Loads for Load Shedding in Microgrids

Tung Giang Tran, Ngoc Au Nguyen, Hoang Minh Vu Nguyen, Thai An Nguyen et al.
2 citations
Engineering Technology & Applied Science Research
Water Systems and Optimization
0.52
article

Application of the Fuzzy DEMATEL – ANP VIKOR Method to Rank Loads for Load Shedding in Microgrids

Tung Giang Tran, Ngoc Au Nguyen, Hoang Minh Vu Nguyen, Thai An Nguyen, Huy Anh Quyen, Van Hien Truong, Tuyet Trinh Nguyen Thi
article en
2 citations

Abstract

This paper presents a multi-criteria decision-making method to rank loads for load shedding in microgrids. The proposed Fuzzy VIKOR technique is based on the Fuzzy Decision-Making Test and Evaluation Laboratory (DEMATEL) model and the Analytical Network Process (ANP). The load ranking for load shedding in a microgrid is an issue that requires balancing economic and technical criteria, both of which are often in conflict with each other when considering comparative objects. The proposed Fuzzy VIKOR technique aims to solve problems related to conflicting criteria. Fuzzy numbers theory is utilized to handle uncertainty and relativity. Furthermore, the DEMATEL method also establishes Network Relationship Maps (NRM) and normalizes the unweighted supermatrix of ANP for weight values that match the criteria. The proposed method provides a comprehensive approach to evaluate the importance of criteria by determining the correlation and influence between factors, calculating their weights, and then ranking and selecting optimal loads based on the weights of load factors that serve the purpose of load shedding. A microgrid system with 16 buses was deployed to validate the proposed method.

Engineering Technology & Applied Science ResearchVol. 14(5)
Ho Chi Minh City University of Architecture (VN), Ho Chi Minh City University of Technology and Engineering (VN)
Peace, Justice and strong institutions
Openalex Percentile: Top 36%
Water Systems and Optimization
0.52
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