Title :
Structural health monitoring of wind turbine blade using piezoceremic based active sensing and impedance sensing
Author :
Jiabiao Ruan ; Ho, Siu Chun Michael ; Patil, Dipti ; Gangbing Song
Author_Institution :
Dept. of Mech. Eng., Univ. of Houston, Houston, TX, USA
Abstract :
Wind energy has recently risen to the forefront of green, sustainable energy. The structural health monitoring of wind turbine blades are important for optimal operational safety and costs. In this paper, the piezoceramic based active sensing method and impedance method were proposed and applied for the monitoring of wind turbine blades. A tensile test on a customized blade specimen and a destructive test on commercial full blade were performed to simulate the damage process. Piezoceramic patches were mounted on the surface to monitor the damage process. Wavelet packet analysis was used to build the energy vector for the propagated wave during active sensing. Root Mean Square Deviation (RMSD) based damage index were built for both approaches. Results indicate that both methods were able to detect and locate damage on wind turbine blades.
Keywords :
blades; condition monitoring; mean square error methods; piezoceramics; structural engineering; sustainable development; tensile testing; wind power; wind turbines; RMSD; active sensing method; customized blade specimen; damage detection; damage index; damage locating; damage process monitoring; damage process simulation; destructive test; energy vector; green energy; impedance method; impedance sensing; optimal operational costs; optimal operational safety; piezoceramic; piezoceramic patches; root mean square deviation; structural health monitoring; sustainable energy; tensile test; wave propagation; wavelet packet analysis; wind energy; wind turbine blade monitoring; Displacement measurement; Indexes; Monitoring; Time-frequency analysis; active sensing; health monitoring; impedance analysis; piezoceramic; wavelet packet; wind turbine blade;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2014 IEEE 11th International Conference on
Conference_Location :
Miami, FL
DOI :
10.1109/ICNSC.2014.6819704