An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation

This paper proposes a new formulation for the multi-objective optimal power flow (MOOPF) problem for meshed power networks considering distributed generation. An efficacious multi-objective fuzzy linear programming optimization (MFLP) algorithm is proposed to solve the aforementioned problem with an...

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Main Authors: Warid Warid,, Hizam, Hashim, Mariun, Norman, Abdul Wahab, Noor Izzri
Format: Article
Language:English
Published: Public Library of Science 2016
Online Access:http://psasir.upm.edu.my/id/eprint/47461/1/journal.pone.0149589.PDF
http://psasir.upm.edu.my/id/eprint/47461/
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spelling my.upm.eprints.474612016-05-20T01:48:40Z http://psasir.upm.edu.my/id/eprint/47461/ An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation Warid Warid, Hizam, Hashim Mariun, Norman Abdul Wahab, Noor Izzri This paper proposes a new formulation for the multi-objective optimal power flow (MOOPF) problem for meshed power networks considering distributed generation. An efficacious multi-objective fuzzy linear programming optimization (MFLP) algorithm is proposed to solve the aforementioned problem with and without considering the distributed generation (DG) effect. A variant combination of objectives is considered for simultaneous optimization, including power loss, voltage stability, and shunt capacitors MVAR reserve. Fuzzy membership functions for these objectives are designed with extreme targets, whereas the inequality constraints are treated as hard constraints. The multi-objective fuzzy optimal power flow (OPF) formulation was converted into a crisp OPF in a successive linear programming (SLP) framework and solved using an efficient interior point method (IPM). To test the efficacy of the proposed approach, simulations are performed on the IEEE 30-busand IEEE 118-bus test systems. The MFLP optimization is solved for several optimization cases. The obtained results are compared with those presented in the literature. A unique solution with a high satisfaction for the assigned targets is gained. Results demonstrate the effectiveness of the proposed MFLP technique in terms of solution optimality and rapid convergence. Moreover, the results indicate that using the optimal DG location with the MFLP algorithm provides the solution with the highest quality. Public Library of Science 2016 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/47461/1/journal.pone.0149589.PDF Warid Warid, and Hizam, Hashim and Mariun, Norman and Abdul Wahab, Noor Izzri (2016) An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation. PLOS ONE, 11 (3). art. no. e0149589. pp. 1-30. ISSN 1932-6203 10.1371/journal.pone.0149589
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description This paper proposes a new formulation for the multi-objective optimal power flow (MOOPF) problem for meshed power networks considering distributed generation. An efficacious multi-objective fuzzy linear programming optimization (MFLP) algorithm is proposed to solve the aforementioned problem with and without considering the distributed generation (DG) effect. A variant combination of objectives is considered for simultaneous optimization, including power loss, voltage stability, and shunt capacitors MVAR reserve. Fuzzy membership functions for these objectives are designed with extreme targets, whereas the inequality constraints are treated as hard constraints. The multi-objective fuzzy optimal power flow (OPF) formulation was converted into a crisp OPF in a successive linear programming (SLP) framework and solved using an efficient interior point method (IPM). To test the efficacy of the proposed approach, simulations are performed on the IEEE 30-busand IEEE 118-bus test systems. The MFLP optimization is solved for several optimization cases. The obtained results are compared with those presented in the literature. A unique solution with a high satisfaction for the assigned targets is gained. Results demonstrate the effectiveness of the proposed MFLP technique in terms of solution optimality and rapid convergence. Moreover, the results indicate that using the optimal DG location with the MFLP algorithm provides the solution with the highest quality.
format Article
author Warid Warid,
Hizam, Hashim
Mariun, Norman
Abdul Wahab, Noor Izzri
spellingShingle Warid Warid,
Hizam, Hashim
Mariun, Norman
Abdul Wahab, Noor Izzri
An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation
author_facet Warid Warid,
Hizam, Hashim
Mariun, Norman
Abdul Wahab, Noor Izzri
author_sort Warid Warid,
title An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation
title_short An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation
title_full An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation
title_fullStr An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation
title_full_unstemmed An efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation
title_sort efficacious multi-objective fuzzy linear programming approach for optimal power flow considering distributed generation
publisher Public Library of Science
publishDate 2016
url http://psasir.upm.edu.my/id/eprint/47461/1/journal.pone.0149589.PDF
http://psasir.upm.edu.my/id/eprint/47461/
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score 13.18916