Review of Structural Health Monitoring of Wind Turbine Blades Based on Vibration and Acoustic Measurement

被引:0
|
作者
Sun S. [1 ]
Wang T. [1 ]
Chu F. [1 ]
机构
[1] Department of Mechanical Engineering, Tsinghua University, Beijing
关键词
acoustics; blade; structural health monitoring; vibration; wind turbine;
D O I
10.3901/JME.2024.07.079
中图分类号
学科分类号
摘要
Health conditions of blades are significant to the efficiency and reliability of wind power generation, and blades occupy an important position in both costs and damage probability among all components in wind turbines. Recently, plenty of studies have been reported in the field of structural health monitoring of wind turbine blades. In addition, structural health monitoring methods based on vibration and acoustic measurement have advantages in sensing ranges and data processing. Therefore, available structural health monitoring methods for wind turbine blades are firstly provided. Then, vibration-based investigations are reviewed in terms of inherent property, health index, statistical modelling, and machine learning, and acoustic-based investigations are reviewed in terms of independent microphone and microphone array. Finally, review conclusions are given, and future research directions in structural health monitoring of wind turbine blades are prospected. © 2024 Chinese Mechanical Engineering Society. All rights reserved.
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页码:79 / 92
页数:13
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共 102 条
  • [1] TANG Xinzi, GU Nengwei, HUANG Xuanqing, Et al., Progress on short term wind power forecasting technology, Journal of Mechanical Engineering, 58, 12, pp. 213-236, (2022)
  • [2] QI Wei, DONG Wenjing, GAO Ge, Analysis on the evolution of global wind power equipment trade network pattern under the double carbon target, Journal of Industrial Technological Economics, 41, 8, pp. 109-115, (2022)
  • [3] CHEN Xuefeng, GUO Yanjie, XU Caibin, Et al., Review of fault diagnosis and health monitoring for wind power equipment, China Mechanical Engineering, 31, 2, pp. 175-189, (2020)
  • [4] ZHOU Bo, MA Tianchang, YU Fangai, Et al., Early damage evolution analysis of micro-cracks on the skin of wind turbine blade, Machinery Design & Manufacture, 5, pp. 40-43, (2021)
  • [5] HE Yunze, LI Xiang, WANG Hongjin, Et al., A review: full-cycle nondestructive testing based on visible light and thermography of wind turbine blade, Journal of Mechanical Engineering, 59, 6, pp. 32-45, (2023)
  • [6] LI Chengliang, YANG Chao, NI Aiqing, Et al., Application and development of composite materials in large-scale wind turbine blade, Acta Materiae Compositae Sinica, 40, 3, pp. 1274-1284, (2023)
  • [7] DU Y, ZHOU S, JING X, Et al., Damage detection techniques for wind turbine blades: A review, Mechanical Systems and Signal Processing, 141, (2020)
  • [8] CHEN Weiyi, HU Weifei, FANG Jianhao, Et al., Design optimization for coating fatigue life of wind turbine blades considering rain erosion, Journal of Mechanical Engineering, 58, 17, pp. 2-15, (2022)
  • [9] XU Chunyao, GE Lichao, FENG Hongcui, Et al., Review on status of wind power generation and composition and recycling of wind turbine blades, Thermal Power Generation, 51, 9, pp. 29-41, (2022)
  • [10] LI Yao, ZHU Caichao, TAO Youchuan, Et al., Research status and development tendency of wind turbine reliability, China Mechanical Engineering, 28, pp. 1125-1133, (2017)