Wake redirection control for offshore wind farm power and fatigue multi-objective optimisation based on a wind turbine load indicator
被引:3
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作者:
Sun, Jili
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机构:
Donghai Lab, Zhoushan 316021, Peoples R China
Zhejiang Univ, Hainan Inst, Sanya 572025, Peoples R China
Zhejiang Univ, Ocean Coll, Zhoushan 316021, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Sun, Jili
[1
,2
,3
]
Yang, Jingqing
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机构:
Donghai Lab, Zhoushan 316021, Peoples R China
Zhejiang Univ, Hainan Inst, Sanya 572025, Peoples R China
Zhejiang Univ, Ocean Coll, Zhoushan 316021, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Yang, Jingqing
[1
,2
,3
]
Jiang, Zezhong
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机构:
Donghai Lab, Zhoushan 316021, Peoples R China
Zhejiang Univ, Hainan Inst, Sanya 572025, Peoples R China
Zhejiang Univ, Ocean Coll, Zhoushan 316021, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Jiang, Zezhong
[1
,2
,3
]
Xu, Jinfeng
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机构:
China Resources Offshore Wind Power Cangnan Corp L, Wenzhou 325000, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Xu, Jinfeng
[4
]
Meng, Xiaofei
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机构:
China Resources Offshore Wind Power Cangnan Corp L, Wenzhou 325000, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Meng, Xiaofei
[4
]
Feng, Xiaoguang
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机构:
China Resources Offshore Wind Power Cangnan Corp L, Wenzhou 325000, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Feng, Xiaoguang
[4
]
Si, Yulin
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机构:
Donghai Lab, Zhoushan 316021, Peoples R China
Zhejiang Univ, Hainan Inst, Sanya 572025, Peoples R China
Zhejiang Univ, Ocean Coll, Zhoushan 316021, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Si, Yulin
[1
,2
,3
]
Zhang, Dahai
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机构:
Zhejiang Univ, Hainan Inst, Sanya 572025, Peoples R China
Zhejiang Univ, Ocean Coll, Zhoushan 316021, Peoples R ChinaDonghai Lab, Zhoushan 316021, Peoples R China
Zhang, Dahai
[2
,3
]
机构:
[1] Donghai Lab, Zhoushan 316021, Peoples R China
[2] Zhejiang Univ, Hainan Inst, Sanya 572025, Peoples R China
[3] Zhejiang Univ, Ocean Coll, Zhoushan 316021, Peoples R China
[4] China Resources Offshore Wind Power Cangnan Corp L, Wenzhou 325000, Peoples R China
Offshore wind farm;
Wake redirection control;
Fatigue load indicator;
Power improvement;
Load mitigation;
Multi-objective optimisation;
ANALYTICAL-MODEL;
D O I:
10.1016/j.energy.2024.133893
中图分类号:
O414.1 [热力学];
学科分类号:
摘要:
Wake effects within offshore wind farms not only impact the overall energy output but also increase the structural fatigue loads of wind turbines. In this work, we propose awake redirection control (WRC) strategy for power and fatigue multi-objective optimisation. In particular, the steady-state engineering wake model is further augmented by incorporating a load assessment feature, so that evaluating both power and fatigue behaviours in WRC design becomes possible. More specifically, a steady-state aerodynamic wake model is used to evaluate the power output, while the wind turbine fatigue behaviour is predicted by a load indicator derived from aero-elastic simulations covering a wide range of waked inflow and yaw-offset conditions. Based on the wake model and the load indicator, multi-objective particle swarm optimisation is then used to locate the optimal wind farm yaw settings for both power optimisation and load mitigation. In order to demonstrate the effectiveness of the proposed strategy, WRC design is performed fora 3 x 3 offshore wind farm, and the results have been verified against the state-of-the-art multi-physics engineering tool FAST.Farm. It is shown that the proposed multi-objective WRC strategy could achieve a 7.49% overall power increase and a 2.15% tower-bottom fatigue load reduction, while suppressing the growth of blade-root fatigue load at the same time, over-performing the other WRC designs with different control objectives. This study provides an efficient way of structural fatigue evaluation under combined wake interactions and yaw-misalignment, enabling power and fatigue multi-objective optimisation for offshore wind farm WRC design.
机构:
Renewable Energy Marine Structures Centre for Doctoral Training, Cranfield University, Cranfield, BedfordshireRenewable Energy Marine Structures Centre for Doctoral Training, Cranfield University, Cranfield, Bedfordshire
Mytilinou V.
Kolios A.J.
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机构:
Renewable Energy Marine Structures Centre for Doctoral Training, Cranfield University, Cranfield, BedfordshireRenewable Energy Marine Structures Centre for Doctoral Training, Cranfield University, Cranfield, Bedfordshire
机构:
Jiujiang Univ, Sch Elect & Informat Engn, Jiujiang 332005, Peoples R China
Kunsan Natl Univ, Sch IT Informat & Control Engn, Kunsan 54150, South KoreaJiujiang Univ, Sch Elect & Informat Engn, Jiujiang 332005, Peoples R China
Chen, Yanfang
Joo, Young Hoon
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机构:
Kunsan Natl Univ, Sch IT Informat & Control Engn, Kunsan 54150, South KoreaJiujiang Univ, Sch Elect & Informat Engn, Jiujiang 332005, Peoples R China
Joo, Young Hoon
Song, Dongran
论文数: 0引用数: 0
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机构:
Cent South Univ, Sch Automat, Changsha 410083, Peoples R ChinaJiujiang Univ, Sch Elect & Informat Engn, Jiujiang 332005, Peoples R China
机构:
Kyungpook Natl Univ, Sch Elect & Elect Engn, 80 Daehakro, Daegu 41566, South KoreaKyungpook Natl Univ, Sch Elect & Elect Engn, 80 Daehakro, Daegu 41566, South Korea
Balakrishnan, Raj Kiran
Son, Eunkuk
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机构:
Korea Inst Energy Res, Jeju Global Res Ctr JGRC, Wind Energy Res Dept, 200 Haemajihaean Ro, Jeju Si 63357, Jeju Do, South KoreaKyungpook Natl Univ, Sch Elect & Elect Engn, 80 Daehakro, Daegu 41566, South Korea
Son, Eunkuk
Hur, Sung-ho
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机构:
Kyungpook Natl Univ, Sch Elect & Elect Engn, 80 Daehakro, Daegu 41566, South KoreaKyungpook Natl Univ, Sch Elect & Elect Engn, 80 Daehakro, Daegu 41566, South Korea
机构:
Univ Tras Os Montes & Alto Douro, Dept Engn, P-5000801 Vila Real, Portugal
INESC TEC UTAD Pole, P-5000801 Vila Real, PortugalUniv Tras Os Montes & Alto Douro, Dept Engn, P-5000801 Vila Real, Portugal
Baptista, Jose
Jesus, Beatriz
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机构:
Univ Tras Os Montes & Alto Douro, Dept Engn, P-5000801 Vila Real, PortugalUniv Tras Os Montes & Alto Douro, Dept Engn, P-5000801 Vila Real, Portugal
Jesus, Beatriz
Cerveira, Adelaide
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机构:
INESC TEC UTAD Pole, P-5000801 Vila Real, Portugal
Univ Tras Os Montes & Alto Douro, Dept Math, P-5000801 Vila Real, PortugalUniv Tras Os Montes & Alto Douro, Dept Engn, P-5000801 Vila Real, Portugal
Cerveira, Adelaide
Pires, Eduardo J. Solteiro
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机构:
Univ Tras Os Montes & Alto Douro, Dept Engn, P-5000801 Vila Real, Portugal
INESC TEC UTAD Pole, P-5000801 Vila Real, PortugalUniv Tras Os Montes & Alto Douro, Dept Engn, P-5000801 Vila Real, Portugal