Barszcz, Tomasz.
Vibration-Based Condition Monitoring of Wind Turbines [electronic resource] / by Tomasz Barszcz. - 1st ed. 2019. - XX, 215 p. 156 illus., 115 illus. in color. online resource. - Applied Condition Monitoring, 14 2363-6998 ; . - Applied Condition Monitoring, 14 .
Introduction -- Standard Vibration Analysis Methods -- Condition Monitoring Systems -- Signal Preprocessing and Validation -- Advanced Analysis Methods -- Further Research.
This book describes in detail different types of vibration signals and the signal processing methods, including signal resampling and signal envelope, used for condition monitoring of drivetrains. A special emphasis is placed on wind turbines and on the fact that they work in highly varying operational conditions. The core of the book is devoted to cutting-edge methods used to validate and process vibration data in these conditions. Key case studies, where advanced signal processing methods are used to detect failures of gearboxes and bearings of wind turbines, are described and discussed in detail. Vibration sensors, SCADA (Supervisory Control and Data Acquisition), portable data analyzers and online condition monitoring systems, are also covered. This book offers a timely guide to both researchers and professionals working with wind turbines (but also other machines), and to graduate students willing to extend their knowledge in the field of vibration analysis.
9783030059712
10.1007/978-3-030-05971-2 doi
Multibody systems.
Vibration.
Mechanics, Applied.
Renewable energy sources.
Signal processing.
Multibody Systems and Mechanical Vibrations.
Renewable Energy.
Signal, Speech and Image Processing .
TA352-356
620.3
Vibration-Based Condition Monitoring of Wind Turbines [electronic resource] / by Tomasz Barszcz. - 1st ed. 2019. - XX, 215 p. 156 illus., 115 illus. in color. online resource. - Applied Condition Monitoring, 14 2363-6998 ; . - Applied Condition Monitoring, 14 .
Introduction -- Standard Vibration Analysis Methods -- Condition Monitoring Systems -- Signal Preprocessing and Validation -- Advanced Analysis Methods -- Further Research.
This book describes in detail different types of vibration signals and the signal processing methods, including signal resampling and signal envelope, used for condition monitoring of drivetrains. A special emphasis is placed on wind turbines and on the fact that they work in highly varying operational conditions. The core of the book is devoted to cutting-edge methods used to validate and process vibration data in these conditions. Key case studies, where advanced signal processing methods are used to detect failures of gearboxes and bearings of wind turbines, are described and discussed in detail. Vibration sensors, SCADA (Supervisory Control and Data Acquisition), portable data analyzers and online condition monitoring systems, are also covered. This book offers a timely guide to both researchers and professionals working with wind turbines (but also other machines), and to graduate students willing to extend their knowledge in the field of vibration analysis.
9783030059712
10.1007/978-3-030-05971-2 doi
Multibody systems.
Vibration.
Mechanics, Applied.
Renewable energy sources.
Signal processing.
Multibody Systems and Mechanical Vibrations.
Renewable Energy.
Signal, Speech and Image Processing .
TA352-356
620.3