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Weak characteristic information extraction from early fault of wind turbine generator gearbox
Xiaoli XU, Xiuli LIU
Frontiers of Mechanical Engineering 2017, Volume 12, Issue 3, Pages 357-366 doi: 10.1007/s11465-017-0423-4
Given the weak early degradation characteristic information during early fault evolution in gearboxof wind turbine generator, traditional singular value decomposition (SVD)-based denoising may result
Keywords: wind turbine generator gearbox µ-singular value decomposition local mean decomposition weak characteristic
Condition monitoring of a wind turbine generator using a standalone wind turbine emulator
Himani,Ratna DAHIYA
Frontiers in Energy 2016, Volume 10, Issue 3, Pages 286-297 doi: 10.1007/s11708-016-0419-5
Keywords: condition monitoring (CM) wind turbine emulator (WTE) wind turbine generator (WTG) maximum power point
Pengxing YI,Peng HUANG,Tielin SHI
Frontiers of Mechanical Engineering 2016, Volume 11, Issue 4, Pages 388-402 doi: 10.1007/s11465-016-0404-z
Wind turbine gearbox (WTG), which functions as an accelerator, ensures the performance and servicelife of wind turbine systems.modal analyses show favorable agreement and reveal that the characteristic frequency of the studied gearbox
Keywords: wind turbine gearbox modal analysis finite element analysis modal frequency bearing equivalence
Tacholess order-tracking approach for wind turbine gearbox fault detection
Yi WANG, Yong XIE, Guanghua XU, Sicong ZHANG, Chenggang HOU
Frontiers of Mechanical Engineering 2017, Volume 12, Issue 3, Pages 427-439 doi: 10.1007/s11465-017-0452-z
Monitoring of wind turbines under variable-speed operating conditions has become an important issueThe gearbox of a wind turbine is the most important transmission unit; it generally exhibits complexThis constraint limits the application of spectral analysis to wind turbine diagnosis in industrial applicationsAlthough order-tracking methods have been proposed for wind turbine fault detection in recent years,turbine fault identification.
Keywords: wind turbine variable-speed operating conditions Vold-Kalman filtering tacholess order tracking
Yun KONG, Tianyang WANG, Zheng LI, Fulei CHU
Frontiers of Mechanical Engineering 2017, Volume 12, Issue 3, Pages 406-419 doi: 10.1007/s11465-017-0419-0
Planetary transmission plays a vital role in wind turbine drivetrains, and its fault diagnosis hasvibration transfer path, and heavy background noise masking effect, the vibration signal of planet gear in windturbine gearboxes exhibits several unique characteristics: Complex frequency components, low signal-to-noisecomponents induced by a localized defect are hard to extract, and the fault detection of planet gear in windThe experimental signals collected from the wind turbine gearbox test rig demonstrate that the proposed
Keywords: wind turbine planet gear fault feature extraction spectral kurtosis time wavelet energy spectrum
Pengxing YI,Lijian DONG,Tielin SHI
Frontiers of Mechanical Engineering 2014, Volume 9, Issue 4, Pages 354-367 doi: 10.1007/s11465-014-0319-5
To improve the dynamic performance and reduce the weight of the planet carrier in wind turbine gearboxAs well, this method is applied to design and optimize the planet carrier in a 1.5 MW wind turbine gearbox
Keywords: planet carrier multi-objective optimization genetic algorithms wind turbine gearbox modal experiment
Zhaohui DU, Xuefeng CHEN, Han ZHANG, Yanyang ZI, Ruqiang YAN
Frontiers of Mechanical Engineering 2017, Volume 12, Issue 3, Pages 333-347 doi: 10.1007/s11465-017-0435-0
The gearbox of a wind turbine (WT) has dominant failure rates and highest downtime loss among allThus, gearbox health assessment for maintenance cost reduction is of paramount importance.The concurrence of multiple faults in gearbox components is a common phenomenon due to fault inductionThis problem should be considered before planning to replace the components of the WT gearbox.detection is comprehensively investigated and verified by the analysis of a data set of a 750 kW WT gearbox
Keywords: subspace learning multiple fault diagnosis sparse decomposition theory coupling feature separation windturbine gearbox
A complete modeling and simulation of DFIG based wind turbine system using fuzzy logic control
Abdelhak DIDA,Djilani BENATTOUS
Frontiers in Energy 2016, Volume 10, Issue 2, Pages 143-154 doi: 10.1007/s11708-016-0402-1
Keywords: wind turbine generation system (WTGS) doubly-fed induction generator (DFIG) maximum power point tracking
Hierarchical parameter estimation of DFIG and drive train system in a wind turbine generator
Xueping PAN, Ping JU, Feng WU, Yuqing JIN
Frontiers of Mechanical Engineering 2017, Volume 12, Issue 3, Pages 367-376 doi: 10.1007/s11465-017-0429-y
A new hierarchical parameter estimation method for doubly fed induction generator (DFIG) and drivetrain system in a wind turbine generator (WTG) is proposed in this paper.
Keywords: wind turbine generator DFIG drive train system hierarchical parameter estimation method trajectory sensitivity
Review of the damage mechanism in wind turbine gearbox bearings under rolling contact fatigue
Yun-Shuai SU, Shu-Rong YU, Shu-Xin LI, Yan-Ni HE
Frontiers of Mechanical Engineering 2019, Volume 14, Issue 4, Pages 434-441 doi: 10.1007/s11465-018-0474-1
Keywords: rolling contact fatigue (RCF) white etching area (WEA) white etching crack (WEC) adiabatic shear band (ASB)
Modeling and control of a permanent magnet synchronous generator dedicated to standalone wind energy
Louar FATEH,Ouari AHMED,Omeiri AMAR,Djellad ABDELHAK,Bouras LAKHDAR
Frontiers in Energy 2016, Volume 10, Issue 2, Pages 155-163 doi: 10.1007/s11708-016-0410-1
Keywords: wind turbine permanent magnet synchronous generator (PMSG) converter proportional-integral (PI) control
Effect of friction coefficients on the dynamic response of gear systems
Lingli JIANG, Zhenyong DENG, Fengshou GU, Andrew D. BALL, Xuejun LI
Frontiers of Mechanical Engineering 2017, Volume 12, Issue 3, Pages 397-405 doi: 10.1007/s11465-017-0415-4
The inevitable deterioration of the lubrication conditions in a gearbox in service can change theinvestigates such an effect by utilizing virtual prototype technology to model and simulate the dynamics of a windturbine gearbox system.
Keywords: dynamic response friction coefficient wind loads wind turbine gearbox
Arash Hasssanpour ISFAHANI,Amirhossein Haji-Seyed BOROUJERDI,Saeed HASANZADEH
Frontiers in Energy 2014, Volume 8, Issue 2, Pages 182-191 doi: 10.1007/s11708-014-0320-z
Keywords: permanent magnet synchronous generator wind turbine direct-drive multi-objective optimization cost mass
Doubly-fed induction generator drive based WECS using fuzzy logic controller
Abdelhak DIDA,Djilani BEN ATTOUS
Frontiers in Energy 2015, Volume 9, Issue 3, Pages 272-281 doi: 10.1007/s11708-015-0363-9
Keywords: fuzzy logic wind turbine vector control doubly-fed induction generator (DFIG)
Estimation of power in low velocity vertical axis wind turbine
Sampath S. S.,Sawan SHETTY,Chithirai Pon Selvan M.
Frontiers of Mechanical Engineering 2015, Volume 10, Issue 2, Pages 211-218 doi: 10.1007/s11465-015-0338-x
The present work involves in the construction of a vertical axis wind turbine and the determinationVarious different types of turbine blades are considered and the optimum blade is selected.mechanical energy is converted into the electrical energy by coupling coaxially between the shaft and the generator
Keywords: wind turbine shaft design power generation generator
Title Author Date Type Operation
Weak characteristic information extraction from early fault of wind turbine generator gearbox
Xiaoli XU, Xiuli LIU
Journal Article
Condition monitoring of a wind turbine generator using a standalone wind turbine emulator
Himani,Ratna DAHIYA
Journal Article
Numerical analysis and experimental investigation of modal properties for the gearbox in wind turbine
Pengxing YI,Peng HUANG,Tielin SHI
Journal Article
Tacholess order-tracking approach for wind turbine gearbox fault detection
Yi WANG, Yong XIE, Guanghua XU, Sicong ZHANG, Chenggang HOU
Journal Article
Fault feature extraction of planet gear in wind turbine gearbox based on spectral kurtosis and time wavelet
Yun KONG, Tianyang WANG, Zheng LI, Fulei CHU
Journal Article
genetic algorithms based structural optimization and experimental investigation of the planet carrier in windturbine gearbox
Pengxing YI,Lijian DONG,Tielin SHI
Journal Article
Multiple fault separation and detection by joint subspace learning for the health assessment of windturbine gearboxes
Zhaohui DU, Xuefeng CHEN, Han ZHANG, Yanyang ZI, Ruqiang YAN
Journal Article
A complete modeling and simulation of DFIG based wind turbine system using fuzzy logic control
Abdelhak DIDA,Djilani BENATTOUS
Journal Article
Hierarchical parameter estimation of DFIG and drive train system in a wind turbine generator
Xueping PAN, Ping JU, Feng WU, Yuqing JIN
Journal Article
Review of the damage mechanism in wind turbine gearbox bearings under rolling contact fatigue
Yun-Shuai SU, Shu-Rong YU, Shu-Xin LI, Yan-Ni HE
Journal Article
Modeling and control of a permanent magnet synchronous generator dedicated to standalone wind energy
Louar FATEH,Ouari AHMED,Omeiri AMAR,Djellad ABDELHAK,Bouras LAKHDAR
Journal Article
Effect of friction coefficients on the dynamic response of gear systems
Lingli JIANG, Zhenyong DENG, Fengshou GU, Andrew D. BALL, Xuejun LI
Journal Article
Multi-objective design optimization of a large-scale direct-drive permanent magnet generator for wind
Arash Hasssanpour ISFAHANI,Amirhossein Haji-Seyed BOROUJERDI,Saeed HASANZADEH
Journal Article
Doubly-fed induction generator drive based WECS using fuzzy logic controller
Abdelhak DIDA,Djilani BEN ATTOUS
Journal Article