Research of Estimation of distribution algorithms on Joint optimal operation of cascade hydropower stations

被引:0
|
作者
Liang Chusheng [1 ]
Hu Yanlong [1 ]
Zhou Jia [1 ]
Gu Jiaping [1 ]
Mou Yindi [1 ]
机构
[1] Powerchina Chengdu Engn Corp Ltd, Chengdu 610031, Sichuan, Peoples R China
关键词
joint optimization operation; cascade hydropower stations; intelligent algorithm; Estimation of distribution algorithms (EDA);
D O I
10.1109/ICRIS.2019.00118
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The joint optimization operation of cascade hydropower stations has excellent performance in economic and social benefits. However, the connections between hydropower and power among cascaded hydropower stations are complex, and they are affected by many factors. In order to solve the multi-stage nonlinear optimization problem, this paper presents an intelligent algorithm and calculate example. The calculation results show that the intelligent algorithm has better performance, and has great application space in solving the joint optimization problem of cascade hydropower stations.
引用
收藏
页码:450 / 453
页数:4
相关论文
共 50 条
  • [41] Ecological Optimal Operation of Hydropower Stations to Maximize Total Phosphorus Export
    Deng, Jiahui
    Li, Yu
    Xu, Bo
    Ding, Wei
    Zhou, Huicheng
    Schmidt, Arthur
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2020, 146 (09)
  • [42] Discussion on the short-term weekly optimal scheduling of cascade hydropower stations
    Li, Liang
    Zhou, Yun
    Huang, Qiang
    Shuili Fadian Xuebao/Journal of Hydroelectric Engineering, 2009, 28 (04): : 38 - 42
  • [43] Applications of metaheuristic algorithms for optimal operation of cascaded hydropower plants
    Nguyen, Thang Trung
    Nguyen, Thuan Thanh
    Pham, Thai Dinh
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (12): : 6549 - 6574
  • [44] Applications of metaheuristic algorithms for optimal operation of cascaded hydropower plants
    Thang Trung Nguyen
    Thuan Thanh Nguyen
    Thai Dinh Pham
    Neural Computing and Applications, 2021, 33 : 6549 - 6574
  • [45] The Research of United Optimal Operation Aid Decision System for Cascade Hydropower Plants in Local Power Network
    Zhong Wei
    Song Yang
    2009 IEEE 16TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2, PROCEEDINGS, 2009, : 316 - +
  • [46] Research on Optimal Operation of Cascade Hydropower Station Based on Improved Biogeography-Based Optimization Algorithm
    Jiang, Yuechun
    He, Zhongnan
    Liu, Ailing
    Bai, Zhongya
    2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2017, : 221 - 227
  • [47] Cascade hydropower systems optimal operation: implications for Iran's Great Karun hydropower systems
    Jamali, Saeed
    Jamali, Behzad
    APPLIED WATER SCIENCE, 2019, 9 (03)
  • [48] Cascade hydropower systems optimal operation: implications for Iran’s Great Karun hydropower systems
    Saeed Jamali
    Behzad Jamali
    Applied Water Science, 2019, 9
  • [49] Coordinated Optimal Operation of Photovoltaic Genration with Cascade Small Hydropower Generation
    Wu, Min
    Li, Yuchen
    Guo, Lei
    Cai, Changhchun
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 4162 - 4166
  • [50] Analysis of the influence of loads distribution of hydropower stations on the results of optimization algorithms
    Zhang, Lin
    Wang, Guo-Li
    Wang, Yi-Min
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ENGINEERING AND ADVANCED TECHNOLOGY, 2016, 82 : 285 - 291