Title :
Development of proactive risk-based inspection and management technology for the wind turbine system
Author :
Bae, Keun-Ho ; Choi, Byung-Oh ; Kim, Bong-Ki ; Cha, Moohyun ; Chang, Mu-seong ; Park, Jong-Won
Author_Institution :
Korea Institute of Machinery and Materials (KIMM) Daejeon, Republic of Korea
Abstract :
This study demonstrates the development of proactive risk-based inspection and management system for the application of the wind turbine system. In this study, we performed the whole process which is necessary to develop the PHM system for a particular system. It includes the system modeling and analysis using FMEA and system block diagram, the development of the fault diagnosis program and the performance of the necessary experiments, and the visualization component to monitor the reliability of the system.
Keywords :
Fault diagnosis; Fuzzy logic; Gears; Shafts; Support vector machines; Wind turbines; PHM; fault diagnosis; reliability block diagram; risk mangement; wind turbine;
Conference_Titel :
Prognostics and Health Management (PHM), 2015 IEEE Conference on
Conference_Location :
Austin, TX, USA
DOI :
10.1109/ICPHM.2015.7245052