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
  • [31] Climate model shows large-scale wind and solar farms in the Sahara increase rain and vegetation
    Li, Yan
    Kalnay, Eugenia
    Motesharrei, Safa
    Rivas, Jorge
    Kucharski, Fred
    Kirk-Davidoff, Daniel
    Bach, Eviatar
    Zeng, Ning
    SCIENCE, 2018, 361 (6406) : 1019 - 1022
  • [32] Optimization of the Wind Turbine Layout and Transmission System Planning for a Large-Scale Offshore Wind Farm by AI Technology
    Wu, Yuan-Kang
    Lee, Ching-Yin
    Chen, Chao-Rong
    Hsu, Kun-Wei
    Tseng, Huang-Tien
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2014, 50 (03) : 2071 - 2080
  • [33] LARGE-SCALE MODEL INVESTIGATION FOR MONOPILE DECOMMISSIONING OF OFFSHORE WIND TURBINES - OVERPRESSURE AND VIBRATORY PILE
    Hinzmann, Nils
    Lehn, Patrick
    Gattermann, Joerg
    PROCEEDINGS OF THE ASME 2021 3RD INTERNATIONAL OFFSHORE WIND TECHNICAL CONFERENCE (IOWTC2021), 2021,
  • [34] Optimization of the wind turbine layout and transmission system planning for a large-scale offshore wind farm by AI technology
    Wu, Yuan-Kang
    Lee, Ching-Yin
    Chen, Chao-Rong
    Hsu, Kun-Wei
    Tseng, Huang-Tien
    2012 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING (IAS), 2012,
  • [35] Mal-operation risk assessment for the feeder overcurrent protection in large-scale clustering wind farms
    Tong, Ning
    Lin, Xiangning
    Li, Zhengtian
    Zhang, Rui
    Yang, Dexian
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 71 : 26 - 32
  • [36] Recent Advancements in Planning and Reliability Aspects of Large-Scale Deep Sea Offshore Wind Power Plants: A Review
    Kumar, Pawan
    Paul, Santanu
    Saha, Akshay Kumar
    Yadav, Omkar
    IEEE ACCESS, 2025, 13 : 3738 - 3767
  • [37] A fast dimension reduction framework for large-scale topology optimization of grid-layout offshore wind farm collector systems
    Wang, Bangyan
    Wang, Xiuli
    Qian, Tao
    Ning, Lianhui
    Lin, Jintian
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2023, 149
  • [38] Energy Availability Analysis of Offshore Wind Farms Considering the Correlation between Wind Speed Cloud Model and Parameters
    Miao, Yuzhi
    Huang, Ling-ling
    Liu, Yang
    Ying, Feixiang
    Song, Mingyang
    2021 11TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES 2021), 2021, : 707 - 712
  • [39] An efficient solver for large-scale onshore wind farm siting including cable routing
    Pedersen, Jaap
    Weinand, Jann Michael
    Syranidou, Chloi
    Rehfeldt, Daniel
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 317 (02) : 616 - 630
  • [40] An Adjustable Robust Economic Energy and Reserve Dispatch Problem Incorporating Large-Scale Wind Farms
    Khorramdel, Hossein
    Gitizadeh, Mohsen
    Chung, Chi Yung
    Othman, Muhammad Murtadha
    Alhelou, Hassan Haes
    IEEE ACCESS, 2022, 10 : 73969 - 73987