Optimal Design of the Electrical Layout of an Offshore Wind Farm Applying Decomposition Strategies

被引:75
|
作者
Lumbreras, Sara [1 ]
Ramos, Andres [1 ]
机构
[1] Univ Pontificia Comillas, ICAI Sch Engn, Inst Res Technol, Madrid 28015, Spain
关键词
Circuit optimization; integer programming; power system planning; power system reliability; stochastic systems; wind power generation; OPTIMIZATION; SYSTEM;
D O I
10.1109/TPWRS.2012.2204906
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
Electrical layout design is a key element in offshore wind farm planning, with a critical impact on both plant cost and reliability. Offshore Windfarm Layout optimizer (OWL) has been developed to efficiently find optimal electrical layouts in affordable computation times. The tool includes the possibility of HVDC connection and incorporates an approximation of losses, as well as stochasticity in wind inputs and component failures. OWL has been applied to several case studies including Barrow Offshore Wind Farm. OWL produces a significant cost reduction over the actually implemented design, with total realizable savings of EUR 800 k. The optimal layout includes redundant elements and deviates from a symmetrical pattern, therefore showing that a full optimization of the layout, rather than the selection of a pre-defined configuration, is necessary in order to fully capture efficiencies. The model relies on MIP and exploits the structure of the problem via decomposition strategies. Two different approaches have been developed, both resulting in substantial time savings. Benders' decomposition has been further improved by the addition of partially relaxed cuts and the application of scenario aggregation techniques. In addition, the Progressive Contingency Incorporation algorithm proposed by the authors is applied. Computation time savings reach two orders of magnitude.
引用
收藏
页码:1434 / 1441
页数:8
相关论文
共 50 条
  • [1] A novel technique for the optimal design of offshore wind farm electrical layout
    Chen, Yingying
    Dong, Zhaoyang
    Meng, Ke
    Luo, Fengji
    Yao, Weifeng
    Qiu, Jing
    [J]. JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2013, 1 (03) : 258 - 263
  • [2] Optimal Design of an Offshore Wind Farm Layout
    Nandigam, Mahidhar
    Dhali, Shirshak K.
    [J]. 2008 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS, ELECTRICAL DRIVES, AUTOMATION AND MOTION, VOLS 1-3, 2008, : 1470 - 1474
  • [3] Key Issues on the Optimal Design of an Offshore Wind Farm Layout
    Wu, Yuan-Kang
    Su, Wun-Hsiang
    [J]. 2015 4TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2015), 2015, : 1351 - 1355
  • [4] 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
  • [5] A review of offshore wind farm layout optimization and electrical system design methods
    Hou, Peng
    Zhu, Jiangsheng
    Ma, Kuichao
    Yang, Guangya
    Hu, Weihao
    Chen, Zhe
    [J]. JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2019, 7 (05) : 975 - 986
  • [6] A review of offshore wind farm layout optimization and electrical system design methods
    Peng HOU
    Jiangsheng ZHU
    Kuichao MA
    Guangya YANG
    Weihao HU
    Zhe CHEN
    [J]. Journal of Modern Power Systems and Clean Energy, 2019, 7 (05) : 975 - 986
  • [7] Optimal Design for Offshore Wind Farm considering Inner Grid Layout and Offshore Substation Location
    Shin, Je-Seok
    Kim, Jin-O
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (03) : 2041 - 2048
  • [8] Design of electrical layout of offshore wind farms
    Dhali, Shirshak K.
    Nandigam, Mahidhar
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2017, 9 (04)
  • [9] Offshore wind farm electrical design: a review
    Lumbreras, S.
    Ramos, A.
    [J]. WIND ENERGY, 2013, 16 (03) : 459 - 473
  • [10] Optimal layout design of floating offshore wind farms
    Froese, Gabrielle
    Ku, Shan Yu
    Kheirabadi, Ali C.
    Nagamune, Ryozo
    [J]. RENEWABLE ENERGY, 2022, 190 : 94 - 102