Optimization of Electrical Connection Scheme for Large Offshore Wind Farm with Genetic Algorithm

被引:0
|
作者
Huang Lingling [1 ]
Fu Yang [1 ]
Guo Xiaoming [2 ]
机构
[1] Shanghai Univ Elect Power, Sch Power & Automat Engn, 2103 Ping Liang Rd, Shanghai 200090, Peoples R China
[2] GE Global Res Shanghai, Shanghai 201203, Peoples R China
关键词
Optimization; offshore wind farm; electric connection scheme; genetic algorithm;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Offshore wind farms have great potential as large-scale sustainable energy sources for the production of electricity. Utilization of offshore wind farms requires a reliable and efficient transmission system. The increased interest in offshore wind farms accentuates the need to focus attention on the economic issues of the electrical system. Based on analysis of existing offshore wind farm schemes and the investment cost of electrical components, optimization model is proposed and explained in this paper. An optimization approach based on genetic algorithm is presented to search for the optimum connection scheme. A calculation example shows that the differences among different electric connection schemes are evident, and by use of genetic algorithm the optimal connection scheme can be found effectively.
引用
收藏
页码:1409 / +
页数:2
相关论文
共 50 条
  • [1] Optimization of Electrical Connection Scheme for Large Offshore Wind Farm with Genetic Algorithm
    Huang Lingling
    Fu Yang
    Guo Xiaoming
    [J]. 2009 INTERNATIONAL CONFERENCE ON SUSTAINABLE POWER GENERATION AND SUPPLY, VOLS 1-4, 2009, : 1003 - +
  • [2] Optimization of internal electric connection system of large offshore wind farm with hybrid genetic and immune algorithm
    Li, Dong Dong
    He, Chao
    Fu, Yang
    [J]. 2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6, 2008, : 2476 - 2481
  • [3] Optimization of Electric Distribution System of Large Offshore Wind Farm with Improved Genetic Algorithm
    Li, Dong Dong
    He, Chao
    Shu, Hai Yan
    [J]. 2008 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-11, 2008, : 2230 - +
  • [4] Cable Connection Scheme Optimization for Offshore Wind Farm Considering Wake Effect
    Hou, Peng
    Yang, Guangya
    Hu, Weihao
    Chen, Cong
    Soltani, Mohsen
    Chen, Zhe
    [J]. 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2018, : 654 - 661
  • [5] Optimization of the internal grid of an offshore wind farm using Genetic Algorithm
    Dahmani, Ouahid
    Bourguet, Salvy
    Guerin, Patrick
    Machmoum, Mohamed
    Rhein, Pauline
    Josse, Lionel
    [J]. 2013 IEEE GRENOBLE POWERTECH (POWERTECH), 2013,
  • [6] Optimization of the Connection Topology of an Offshore Wind Farm Network
    Dahmani, Ouahid
    Bourguet, Salvy
    Machmoum, Mohamed
    Guerin, Patrick
    Rhein, Pauline
    Josse, Lionel
    [J]. IEEE SYSTEMS JOURNAL, 2015, 9 (04): : 1519 - 1528
  • [7] Offshore wind farm electrical cable layout optimization
    Pillai, A. C.
    Chick, J.
    Johanning, L.
    Khorasanchi, M.
    de Laleu, V.
    [J]. ENGINEERING OPTIMIZATION, 2015, 47 (12) : 1689 - 1708
  • [8] Overall Optimization for Offshore Wind Farm Electrical System
    Hou, Peng
    Hu, Weihao
    Chen, Cong
    Chen, Zhe
    [J]. WIND ENERGY, 2017, 20 (06) : 1017 - 1032
  • [9] Optimization of Substation Siting and Connection Topology in Offshore Wind Farm Based on Modified Firefly Algorithm
    Huang, Zhicong
    Yuan, Canjun
    Ge, Hanchen
    Hou, Ting
    [J]. IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2023, 13 (03) : 806 - 816
  • [10] Offshore Wind Farm Siting using a Genetic Algorithm
    O'Reilly, Christopher M.
    Grilli, Annette R.
    Potty, Gopu R.
    [J]. 2012 INTERNATIONAL CONFERENCE ON GREEN TECHNOLOGIES (ICGT), 2012, : 208 - 214