Efficiency Ranking-Based Evolutionary Algorithm for Power System Planning and Operation

被引：6
|
作者：
Niu, Ming [1 ]
Xu, Zhao [1 ]
机构：
[1] Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
来源：
IEEE TRANSACTIONS ON POWER SYSTEMS | 2014年 / 29卷 / 03期
关键词：
Data envelopment analysis; differential evolutionary; evolutionary algorithm; reactive power dispatch;
D O I：
10.1109/TPWRS.2013.2292435
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This letter proposes an efficiency ranking-based evolutionary algorithm (EREA) to directly gauge the most efficient decision-making units (DMUs) for power system planning and operation. An efficiency-oriented fitness assignment strategy based on data envelopment analysis (DEA) is used to guide the iteration process of evolutionary algorithm (EA). Case studies show that the most efficient DMUs for reactive power dispatch can be successfully found by the EREA, indicating the effectiveness of the proposed EREA algorithm.
引用
收藏
页码：1437 / 1438
页数：2
相关论文
共 50 条
  • [41] Power System Operation Mode Identification Method Based on Improved Clustering Algorithm
    Chen, Dian
    Lu, Runzhao
    Wang, Xi
    Wang, Yongcan
    2022 IEEE SUSTAINABLE POWER AND ENERGY CONFERENCE (ISPEC), 2022,
  • [42] Empirical analysis on transmission loss of Jiangsu power grid planning based on power system operation simulation
    Tan, Jian, 1600, Automation of Electric Power Systems Press (38):
  • [43] A new algorithm for power distribution system planning
    Ranjan, R
    Venkatesh, B
    Das, D
    ELECTRIC POWER SYSTEMS RESEARCH, 2002, 62 (01) : 55 - 65
  • [44] Ranking-based multi/many-objective evolutionary optimization with hierarchical evaluation rules and its application in water distribution network
    Wang, Dongyu
    Ma, Lianbo
    APPLIED SOFT COMPUTING, 2024, 162
  • [45] Risk-Based Dynamic Security Assessment for Power System Operation and Operational Planning
    Ciapessoni, Emanuele
    Cirio, Diego
    Massucco, Stefano
    Morini, Andrea
    Pitto, Andrea
    Silvestro, Federico
    ENERGIES, 2017, 10 (04):
  • [46] New Energy Power Planning of Photovoltaic Power System for a Smart City Based on Genetic Algorithm
    Wang, Shuaijie
    Zhang, Dong
    Ju, Zhenhe
    JOURNAL OF TESTING AND EVALUATION, 2023, 51 (03) : 1674 - 1685
  • [47] An Efficient Security Assessment System Based on PC Cluster for Power System Daily Operation Planning Validation
    Zhang, Boming
    Wu, Wenchuan
    Wang, Hongyin
    Zhao, Chuanlin
    IEEE POWER AND ENERGY SOCIETY GENERAL MEETING 2010, 2010,
  • [48] Multi-objective optimal evolutionary algorithm based on tree-ranking
    Shi, Chuan
    Kang, Li-Shan
    Li, Yan
    Yan, Zhen-Yu
    Wuhan University Journal of Natural Sciences, 2003, 8 (1 B): : 207 - 211
  • [49] A Multi-Objective Optimal Evolutionary Algorithm Based on Tree-Ranking
    Shi Chuan
    Wuhan University Journal of Natural Sciences, 2003, (S1) : 207 - 211
  • [50] Design of Two Power System Stabilizers Coordinately Based on Strength Pareto Evolutionary Algorithm
    Khaleghi, Milad
    Mohammadian, Mohsen
    Khorasaninejad, Mohammadreza
    Farsangi, M. M.
    ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 1518 - +
12345