Health monitoring of wind turbine blades in operation using three-dimensional digital image correlation

被引:80
|
作者
Wu, Rong [1 ,2 ]
Zhang, Dongsheng [2 ]
Yu, Qifeng [3 ]
Jiang, Yuxi [4 ]
Arola, Dwayne [2 ,5 ]
机构
[1] East China Jiaotong Univ, Sch Mechatron & Vehicle Engn, 808 Shuanggang Rd, Nanchang 330013, Jiangxi, Peoples R China
[2] Shanghai Univ, Dept Mech, Shanghai 200444, Peoples R China
[3] Natl Univ Def Technol, Coll Aerosp Sci & Engn, Changsha 410073, Hunan, Peoples R China
[4] Shanghai Sansi Elect Engn Co LTD, Shanghai 201100, Peoples R China
[5] Univ Washington, Dept Mat Sci & Engn, Seattle, WA 98195 USA
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Digital image correlation; Full-field measurement; Health monitoring; Wind turbine blade; FIELD DYNAMIC STRAIN; MODAL-ANALYSIS; DISPLACEMENTS; CALIBRATION; FATIGUE; LOAD;
D O I
10.1016/j.ymssp.2019.05.031
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Wind turbine blades are subjected to fluctuating loads during operation, which makes them vulnerable to reduced performance and mechanical failures. In addition, the maintenance of blades is time-consuming and expensive. In this paper, a novel and economic optical technique based on three-dimensional digital image correlation (3D-DIC) is described for monitoring the health of wind turbine blades. A fault detection method is proposed based on the relative deformation of the turbine blades during operation. To validate the approach, a 5 kw wind turbine with 4 m diameter was evaluated using 3D-DIC. The rotor blades were prepared with a random black-and-white pattern of dots and two digital cameras were located in front of the wind turbine to document the rotor blade deformation. The full-field dynamic parameters of displacement and strain were obtained and a diagnosis of the blade health was conducted in both the time and frequency domains. Results showed that 3D-DIC can serve as an effective non-contact method for monitoring the health of wind turbine blades during operation. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:470 / 483
页数:14
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