Probabilistic Reliability Evaluation with Multi-objective Meta-heuristics in Consideration of Solution Diversity

• Kakuta Hiroki

  Dept. of Electronics and Bioinformatics, Meiji University

• Mori Hiroyuki

  Dept. of Electronics and Bioinformatics, Meiji University

Bibliographic Information

Other Title

• 解の多様性を考慮した改良型SPEA2による確率的供給信頼度評価
• カイ ノ タヨウセイ オ コウリョ シタ カイリョウガタ SPEA2 ニ ヨル カクリツテキ キョウキュウ シンライド ヒョウカ

Abstract

This paper proposes a new method for probabilistic reliability evaluation with Multi-objective meta-heuristics (MOMH) in consideration of solution diversity. Recently, the power networks increase the degree of the uncertainties due to the new environment of power network liberations and the emergence of the renewable energy, etc. The importance of the probabilistic reliability assessment of electric power systems has been recognized. Probabilistic reliability evaluation has been broadly used for power system operation and planning due to the capability of considering the various system uncertainties. MOMH is useful for evaluating a set of the Pareto solutions systematically. The effectiveness of the proposed method is successfully demonstrated to the IEEE Reliability Test System (IEEE-RTS).

Journal

• IEEJ Transactions on Power and Energy

  IEEJ Transactions on Power and Energy 132 (1), 125-132, 2012

  The Institute of Electrical Engineers of Japan

Keywords

• power supply reliability evaluation
• probabilistic reliability criteria
• multi-objective optimization
• multi-objective meta-heuristics (MOMH)

Details

• CRID: 1390282679577759744
• NII Article ID: 10030525537
• NII Book ID: AN10136334
• DOI: 10.1541/ieejpes.132.125
• BIBCODE: 2012IJTPE.132..125K
• ISSN: 13488147
• ISSN: 03854213
• NDL BIB ID: 023416757
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I023416757
• Web Site: https://www.jstage.jst.go.jp/article/ieejpes/132/1/132_1_125/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed