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
  • [1] A ranking-based evolutionary algorithm for constrained optimization problems
    Hu, Yibo
    Cheung, Yiu-Ming
    Wang, Yuping
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2007, : 198 - +
  • [2] Deep Ranking-Based DOA Tracking Algorithm
    Opochinsky, Renana
    Chechik, Gal
    Gannot, Sharon
    29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021), 2021, : 1020 - 1024
  • [3] Ranking-based Algorithm for Facility Location with Constraints
    Lancinskas, Algirdas
    Fernandez, Pascual
    Pelegrin, Blas
    Zilinskas, Julius
    14TH INTERNATIONAL GLOBAL OPTIMIZATION WORKSHOP (LEGO), 2019, 2070
  • [4] In-Out Algorithm for assortment planning under a ranking-based consumer choice model
    Honhon, Dorothee
    Pan, Xiajun Amy
    Jonnalagedda, Sreelata
    OPERATIONS RESEARCH LETTERS, 2020, 48 (03) : 309 - 316
  • [5] A Ranking-Based Hashing Algorithm Based on the Distributed Spark Platform
    Yang, Anbang
    Qian, Jiangbo
    Chen, Huahui
    Dong, Yihong
    INFORMATION, 2020, 11 (03)
  • [6] Ranking-Based Recommendation System with Text Modeling
    Huang, Chuchu
    Chen, Guang
    BIG DATA TECHNOLOGY AND APPLICATIONS, 2016, 590 : 130 - 143
  • [7] A Ranking-Based Space Search Algorithm with Control Parameters
    Wang, Dan
    Xiong, Congcong
    Zhang, XianKun
    Cao, Jianhua
    Xu, Hongshui
    PROCEEDINGS OF 2017 8TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2017), 2017, : 692 - 695
  • [8] Evolutionary Neural Architecture Search with Predictor of Ranking-Based Score
    Jiang, Peng-Cheng
    Xue, Yu
    Jisuanji Xuebao/Chinese Journal of Computers, 2024, 47 (11): : 2522 - 2535
  • [9] A ranking-based adaptive cuckoo search algorithm for unconstrained optimization
    Wei, Jiamin
    Niu, Haoyu
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 204
  • [10] A linearization approach for improving the computational efficiency of water distribution system ranking-based optimization algorithms
    Alvisi, Stefano
    Franchini, Marco
    COMPUTING AND CONTROL FOR THE WATER INDUSTRY (CCWI2015): SHARING THE BEST PRACTICE IN WATER MANAGEMENT, 2015, 119 : 516 - 525
12345