Fast Active Power Distribution Method for Wind Farms Considering Fatigue Loads of Wind Turbines

被引:0
|
作者
Pan, Shenkai [1 ]
Gao, Bingtuan [1 ]
Mao, Yongheng [1 ]
Guan, Yifei [2 ]
机构
[1] School of Electrical Engineering, Southeast University, Nanjing,210096, China
[2] Electric Power Research Institute, State Grid Shandong Electric Power Company, Jinan,250003, China
关键词
D O I
10.7500/AEPS20230809002
中图分类号
学科分类号
摘要
To suppress the fatigue loads of wind turbines caused by wind farms participating in the frequency regulation process, this paper proposes a fast active power distribution method based on the cooperation of wind turbines and the wind farm. Firstly, the fatigue load expression formulas in two degrees of freedom corresponding to the shaft and the tower of the wind turbine are deduced, and the relationship between the fatigue load and the active power output change of the wind turbine is established. Secondly, by taking the minimization of the total fatigue loads and the minimization of distribution of fatigue loads in the wind farm as the optimization objectives, and considering the constraint that the sum of the adjusted active power of each wind turbine is the same as the required active power for frequency regulation of the wind farm, the fatigue loads of the wind farm can be reduced while guaranteeing similar characteristics of frequency regulation. Moreover, by continuously calculating its own fatigue sensitivity coefficients at each wind turbine controller, the wind farm controller solves the optimal strategies online by using the commercial solver, to guarantee the real-time active power control during frequency regulation. Finally, a case system consisting of 20 doubly-fed induction generator based wind turbines with 5 MW capacity is performed, and the effectiveness of the proposed method is analyzed and verified. © 2024 Automation of Electric Power Systems Press. All rights reserved.
引用
收藏
页码:112 / 121
相关论文
共 50 条
  • [31] OPTIMIZATION MODEL OF POWER DISTRIBUTION OF WIND FARMS CONSIDERING NOISE IMPACT
    Jin Q.
    Peng P.
    Sun P.
    Xu J.
    Zhao G.
    Zhou M.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (04): : 115 - 124
  • [32] Parameter Tuning Method of Virtual Inertia Controller of Wind Turbines Considering Wind Power Fluctuation
    Li Haifeng
    Wang Fan
    Rin Tao
    Xu Guoyi
    2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 533 - 537
  • [33] Active Power Control of Wind Turbines Considering Wind Speed Range of Non-pitch Regulation
    Gu W.
    Chen Z.
    Yin M.
    Li Q.
    Li Q.
    Zou Y.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2023, 47 (03): : 40 - 48
  • [34] Consolidity Analysis of Wind Turbines in Wind Farms
    Mohammed, Ibrahim R.
    Saleh, Amr A.
    Saleh, Ahmad M.
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2020, 10 (01): : 205 - 216
  • [35] Dynamic synthetic inertial control method of wind turbines considering fatigue load
    Wang, Hanbo
    Liu, Yingming
    Wang, Xiaodong
    Guo, Guoxian
    Wang, Liming
    FRONTIERS IN ENERGY RESEARCH, 2023, 10
  • [36] Deep analysis of power regulation on fatigue loads and platform motion in floating wind turbines
    Yuan, Xinyu
    Song, Dongran
    Chen, Sifan
    Yang, Jian
    Dong, Mi
    Wei, Renyong
    Talaat, M.
    Joo, Young Hoon
    OCEAN ENGINEERING, 2024, 313
  • [37] A machine learning-based fatigue loads and power prediction method for wind turbines under yaw control
    He, Ruiyang
    Yang, Hongxing
    Sun, Shilin
    Lu, Lin
    Sun, Haiying
    Gao, Xiaoxia
    APPLIED ENERGY, 2022, 326
  • [38] A multifield loads evaluation method for offshore wind turbines considering multivariate coherence effect
    Xu, Kai
    Liu, Fushun
    Liu, Dianzi
    OCEAN ENGINEERING, 2023, 280
  • [39] Data-driven modeling for fatigue loads of large-scale wind turbines under active power regulation
    Yang, Jian
    Zheng, Songyue
    Song, Dongran
    Su, Mei
    Yang, Xuebing
    Joo, Young Hoon
    WIND ENERGY, 2021, 24 (06) : 558 - 572
  • [40] Coordinated optimal control of active power of wind farms considering wake effect
    Shen, Yu
    Xiao, Tannan
    Lv, Qifeng
    Zhang, Xuemin
    Zhang, Yangfan
    Wang, Yimei
    Wu, Jinfang
    ENERGY REPORTS, 2022, 8 : 84 - 90