Wind farm distribution network optimization

被引:15
|
作者
Cerveira, Adelaide [1 ]
Baptista, Jose [1 ]
Solteiro Pires, E. J. [1 ]
机构
[1] Univ Tras Os Montes & Alto Douro, INESC TEC Technol & Sci, Escola Ciencias & Tecnol, P-5000811 Vila Real, Portugal
关键词
Distribution networks; wind farm; optimization; capacitated minimum spanning trees; hop-indexed formulations; COST OPTIMIZATION; RECONFIGURATION; DESIGN;
D O I
10.3233/ICA-150501
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Wind energy production have been increasing in last years, with an annual growth of the installed capacity rate about 20%. It becomes important to develop optimization techniques to improve the effectiveness of the wind farms. One field in which this can be done is in the distribution network design that interconnects the turbines and the substation. This paper proposes two mathematical models to obtain the optimal electrical interconnection configuration of the wind farm turbines, considering technical constraints. One model minimizes the installation costs and the other one minimizes the installation costs and the energy losses costs registered during the wind farm lifetime. This problem corresponds to a capacitated minimum spanning tree with additional constraints. The proposed models were applied in two real wind farms. A sensitivity analysis is performed over two electrical parameters, the power factor and the load factor. The results show that the electrical losses of the wind farm must be taken into account in the optimization process.
引用
收藏
页码:69 / 79
页数:11
相关论文
共 50 条
  • [21] Optimization of Communication Network for Distributed Control of Wind Farm Equipped With Energy Storages
    Han, Ji
    Lyu, Wenxi
    Song, Huihui
    Qu, Yanbin
    Wu, Zhiquan
    Zhang, Xin
    Li, Yingying
    Chen, Zhe
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 14 (04) : 1933 - 1949
  • [22] Application of an offshore wind farm layout optimization methodology at Middelgrunden wind farm
    Pillai, Ajit C.
    Chick, John
    Khorasanchi, Mandi
    Barbouchi, Sami
    Johanning, Lars
    OCEAN ENGINEERING, 2017, 139 : 287 - 297
  • [23] Impact of Fixed-Speed Wind Turbine Farm on Radial Distribution Network
    Ashourian, M. H.
    Zin, A. A. Mohd
    Ferdavani, Ali K.
    Mokhtar, A. S.
    Fathi, M.
    2011 IEEE REGION 10 CONFERENCE TENCON 2011, 2011, : 1005 - 1009
  • [24] Optimal Operation Research of Distribution Network with High Penetration of Dispersed Wind Farm
    Mu Teng
    Duan Jiandong
    Yan Fuping
    Chen Lupeng
    Wang Kaiyu
    2016 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2016,
  • [25] Voltage Stability Indices Studies on Optimal Location of Wind Farm in Distribution Network
    Ismail, Bazilah
    Naain, Muhammad Mat
    Wahab, Noor Izzri Abdul
    Shaberon, Nur Syahidah Mohd
    Awalin, Lilik Jamilatul
    Alhamrouni, Ibrahim
    2017 3RD IEEE CONFERENCE ON ENERGY CONVERSION (CENCON), 2017, : 111 - 116
  • [26] Static compensator for maintaining voltage stability of wind farm integration to a distribution network
    Lahacani, N. Aouzellag
    Aouzellag, D.
    Mendil, B.
    RENEWABLE ENERGY, 2010, 35 (11) : 2476 - 2482
  • [27] Wind farm layout optimization with uncertain wind condition
    Wen, Yi
    Song, Mengxuan
    Wang, Jun
    ENERGY CONVERSION AND MANAGEMENT, 2022, 256
  • [28] Evaluation and Optimization for the Operation of Wind Farm
    Zhang, Qing
    3RD ASIAN PACIFIC CONFERENCE ON ENERGY, ENVIRONMENT AND SUSTAINABLE DEVELOPMENT (APEESD 2017), 2017, : 26 - 30
  • [29] Wind Farm Layout Upgrade Optimization
    Abdulrahman, Mamdouh
    Wood, David
    ENERGIES, 2019, 12 (13)
  • [30] Wind farm hub height optimization
    Vasel-Be-Hagh, Ahmadreza
    Archer, Cristina L.
    APPLIED ENERGY, 2017, 195 : 905 - 921