A mathematical model of vibration signal for multistage wind turbine gearboxes with transmission path effect analysis
Sign Up to like & getrecommendations! Published in 2022 at "Mechanism and Machine Theory"
DOI: 10.1016/j.mechmachtheory.2021.104428
Abstract: Abstract The sensor-perceived vibration signals of multistage wind turbine gearboxes have more complex frequency features than that of single-stage gearboxes since there are more meshing vibration sources and more complicated transmission paths inside them, which… read more here.
Keywords: turbine gearboxes; vibration; wind turbine; transmission ... See more keywords
A multi-head self-attention autoencoder network for fault detection of wind turbine gearboxes under random loads
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad4dd4
Abstract: Wind turbine gearboxes work under random load for extended periods of time, and the fault detection indicator constructed by the existing deep learning models fluctuate constantly due to the load, which is easy to cause… read more here.
Keywords: wind turbine; fault detection; turbine gearboxes; self attention ... See more keywords
LFDNet: a lightweight fault diagnosis network for wind turbine gearboxes
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/adb76f
Abstract: With the fast growth of embedded and handheld intelligent devices, the demand for lightweight fault diagnosis (FD) models of wind turbine gearboxes (WTG) is increasing in actual industrial scenarios. The existing lightweight FD approaches suffer… read more here.
Keywords: wind turbine; lightweight fault; turbine gearboxes; fault diagnosis ... See more keywords
Reliability analysis of wind turbine gearboxes: past, progress and future prospects
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Structural Integrity"
DOI: 10.1108/ijsi-08-2024-0129
Abstract: PurposeAs a clean and renewable energy source, wind energy will become one of the main sources of new energy supply in the future. Relying on the stable and strong wind resources at sea, wind energy… read more here.
Keywords: wind turbine; turbine gearboxes; reliability analysis; reliability ... See more keywords
Integrated design and maintenance strategies for wind turbine gearboxes
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Quality in Maintenance Engineering"
DOI: 10.1108/jqme-01-2024-0009
Abstract: PurposeThe purpose of this paper is to optimize the maintenance strategies for wind turbine (WT) gearboxes to minimize costs associated with PM actions, cooling, production loss and gearbox replacement. Two approaches, periodic imperfect maintenance and… read more here.
Keywords: wind turbine; maintenance; maintenance strategies; turbine gearboxes ... See more keywords