Analytical Model for Availability Assessment of Large-Scale Offshore Wind Farms Including Their Collector System

被引:24
|
作者
Abeynayake, Gayan [1 ]
Van Acker, Tom [2 ]
Van Hertem, Dirk [2 ]
Liang, Jun [1 ]
机构
[1] Cardiff Univ, Sch Engn, Cardiff CF24 3AA, Wales
[2] Katholieke Univ Leuven, Dept Elect Engn, B-3001 Leuven, Belgium
基金
欧盟地平线“2020”; 英国工程与自然科学研究理事会;
关键词
Wind turbines; Wind farms; Markov processes; Wind speed; Distributed power generation; Offshore installations; Power system reliability; Multi-state Markov model; offshore wind; radial systems; availability; reliability; universal generating function; RELIABILITY EVALUATION; OPTIMIZATION; MAINTENANCE; TURBINES; CABLE; DESIGN;
D O I
10.1109/TSTE.2021.3075182
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With the increase of offshore wind farm size, the use of classical analytical reliability methods becomes computationally intractable. This paper proposes a holistic approach combining multi-state Markov processes and the universal generating function for the availability assessment of radial large-scale offshore wind farms. The proposed model combines multi-state wind turbine output, wind turbine reliability, and inter-array cable reliability models to assess the wind farm output at the point of common coupling. A strategy is developed to split the network into its feeders while still accounting for the wind turbine output dependence, significantly reducing the computational burden. Although the failure rates of inter-array cables are low, their inclusion is pertinent given high repair times and impact on wind farm output given the radial topology of the collection system. A case study on the Anholt wind farm indicates the necessity of accounting for the collection system, showing a significant reduction of 12 % in generation ratio availability for a generation ratio criterion of 95 %.
引用
收藏
页码:1974 / 1983
页数:10
相关论文
共 50 条
  • [21] Integration of large-scale wind farm projects including system reliability analysis
    Salehi-Dobakhshari, A.
    Fotuhi-Firuzabad, M.
    IET RENEWABLE POWER GENERATION, 2011, 5 (01) : 89 - 98
  • [22] DR-MMC Hub Based Hybrid AC/DC Collection and HVDC Transmission System for Large-Scale Offshore Wind Farms
    Xiang, Wang
    Yang, Mingrui
    Wen, Jinyu
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2025, 13 (02): : 452 - 461
  • [23] Multirate Consensus-Based Distributed Control for Large-Scale Wind Farms
    Silva, Jean Gonzalez
    Keijzer, Twan
    Gallo, Alexander Julian
    Ferrari, Riccardo
    van Wingerden, Jan-Willem
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2025,
  • [24] Electrical System Planning of Large-Scale Offshore Wind Farm Based on N plus Design Considering Optimization of Upper Power Limits of Wind Turbines
    Wei, Shurong
    Wang, Hao
    Fu, Yang
    Li, Fangxing
    Huang, Lingling
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2023, 11 (06) : 1784 - 1794
  • [25] Improved Equivalent Method for Large-Scale Wind Farms Using Incremental Clustering and Key Parameters Optimization
    Han, Ji
    Miao, Shihong
    Li, Yaowang
    Yin, Haoran
    Zhang, Di
    Yang, Weichen
    Tu, Qingyu
    IEEE ACCESS, 2020, 8 : 172006 - 172020
  • [26] Large-scale integration of offshore wind into the Japanese power grid
    Ryoichi Komiyama
    Yasumasa Fujii
    Sustainability Science, 2021, 16 : 429 - 448
  • [27] Integrated Equivalent Model of Permanent Magnet Synchronous Generator Based Wind Turbine for Large-scale Offshore Wind Farm Simulation
    Zou, Ming
    Wang, Yan
    Zhao, Chengyong
    Xu, Jianzhong
    Guo, Xiaojiang
    Sun, Xu
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2023, 11 (05) : 1415 - 1426
  • [28] Large-scale integration of offshore wind into the Japanese power grid
    Komiyama, Ryoichi
    Fujii, Yasumasa
    SUSTAINABILITY SCIENCE, 2021, 16 (02) : 429 - 448
  • [29] Pharmacophore-Modeling-Based Optimal Placement and Sizing of Large-Scale Energy Storage Stations in a Power System including Wind Farms
    Fayek, Hady H.
    Fayek, Fady H.
    Rusu, Eugen
    APPLIED SCIENCES-BASEL, 2023, 13 (10):
  • [30] Stability Assessment and Improvement of MTDC System Connected With Offshore Wind Farms
    Chen, Yin
    Xu, Lie
    Egea-Alvarez, Agusti
    Hodge, Eoin
    Sajedi, Shahab
    Mccullough, Keith
    Mckeever, Paul
    Smailes, Michael
    IEEE TRANSACTIONS ON POWER DELIVERY, 2024, 39 (06) : 3347 - 3360