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A review of wind turbine bearing condition monitoring: State of the art and challenges
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Wind turbine condition monitoring: technical and commercial challenges
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ANN based Evaluation of Performance of Wavelet Transform for Condition Monitoring of Rolling Element Bearing
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Condition based maintenance optimization for wind power generation systems under continuous monitoring
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Condition monitoring of wind turbines: Techniques and methods
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Analyzing bearing faults in wind turbines: A data-mining approach
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Wind turbine condition monitoring by the approach of SCADA data analysis
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Development of the wind power in Brazil: Political, social and technical issues
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Performance assessment of wind turbine gearboxes using in-service data: Current approaches and future trends
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Natural roller bearing fault detection by angular measurement of true instantaneous angular speed
inferredcites →https://doi.org/10.1016/j.ymssp.2010.06.010openalex-snapshot
The application of spectral kurtosis on Acoustic Emission and vibrations from a defective bearing
inferredcites →https://doi.org/10.1016/j.ymssp.2011.01.020openalex-snapshot
Cyclostationarity of Acoustic Emissions (AE) for monitoring bearing defects
inferredcites →https://doi.org/10.1016/j.ymssp.2013.06.012openalex-snapshot
EEMD-based wind turbine bearing failure detection using the generator stator current homopolar component
inferredcites →https://doi.org/10.1016/j.ymssp.2013.09.010openalex-snapshot
Diagnostics of bearings in presence of strong operating conditions non-stationarity—A procedure of load-dependent features processing with application to wind turbine bearings
inferredcites →https://doi.org/10.1016/j.ymssp.2013.10.007openalex-snapshot
The relationship between kurtosis- and envelope-based indexes for the diagnostic of rolling element bearings
inferredcites →https://doi.org/10.1016/j.ymssp.2013.11.011openalex-snapshot
Rolling element bearing fault diagnosis via fault characteristic order (FCO) analysis
inferredcites →https://doi.org/10.1016/j.ymssp.2014.05.021openalex-snapshot
Application of the largest Lyapunov exponent algorithm for feature extraction in low speed slew bearing condition monitoring
inferredcites →https://doi.org/10.1016/j.ymssp.2014.05.033openalex-snapshot
Envelope calculation of the multi-component signal and its application to the deterministic component cancellation in bearing fault diagnosis
inferredcites →https://doi.org/10.1016/j.ymssp.2014.07.011openalex-snapshot
Bearing fault prognostics using Rényi entropy based features and Gaussian process models
inferredcites →https://doi.org/10.1016/j.ymssp.2014.10.014openalex-snapshot
Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network
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Diagnosis of faults in the bearings by electrical measures and numerical simulations
inferredcites →https://doi.org/10.1063/1.4822048openalex-snapshot
Bearing currents in wind turbine generators
inferredcites →https://doi.org/10.1088/0957-0233/22/5/055701openalex-snapshot
Identification of multiple characteristic components with high accuracy and resolution using the zoom interpolated discrete Fourier transform
inferredcites →https://doi.org/10.1088/1742-6596/364/1/012034openalex-snapshot
Development of Acoustic Emission (AE) based defect parameters for slow rotating roller bearings
inferredcites →https://doi.org/10.1088/1757-899x/50/1/012026openalex-snapshot
A wavelet decomposition analysis of vibration signal for bearing fault detection
inferredcites →https://doi.org/10.1108/00368791211218650openalex-snapshot
Non‐destructive subsurface damage monitoring in bearings failure mode using fractal dimension analysis
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Diagnosis of rolling bearings faults in electric machines through stray magnetic flux monitoring
inferredcites →https://doi.org/10.1109/cca.2012.6402684openalex-snapshot
A feasibility study into prognostics for the main bearing of a wind turbine
inferredcites →https://doi.org/10.1109/epe.2014.6910992openalex-snapshot
Study of incipient bearing damage monitoring in variable-speed drive systems
inferredcites →https://doi.org/10.1109/i2mtc.2013.6555709openalex-snapshot
Envelope analysis by wavelet-filter based spectral kurtosis for bearing health monitoring
inferredcites →https://doi.org/10.1109/iecon.2012.6388934openalex-snapshot
Electrical signature analysis based online monitoring of drive-trains for doubly-fed wind generators
inferredcites →https://doi.org/10.1109/iecon.2012.6389263openalex-snapshot
Wind turbine bearing failure detection using generator stator current homopolar component ensemble empirical mode decomposition
inferredcites →https://doi.org/10.1109/scis-isis.2012.6505401openalex-snapshot
Design of wind turbine fault detection system based on performance curve
inferredcites →https://doi.org/10.1109/sgc.2014.7150708openalex-snapshot
Time-domain bearing condition monitoring in induction motors using instantaneous frequency of motor voltage
inferredcites →https://doi.org/10.1109/tec.2010.2040083openalex-snapshot
Condition Monitoring of the Power Output of Wind Turbine Generators Using Wavelets
inferredcites →https://doi.org/10.1109/tec.2011.2176129openalex-snapshot
Reliability-Centered Maintenance for Wind Turbines Based on Statistical Analysis and Practical Experience
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Cost-Effective Condition Monitoring for Wind Turbines
inferredcites →https://doi.org/10.1109/tim.2014.2330494openalex-snapshot
Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression
inferredcites →https://doi.org/10.1111/j.1475-1305.2010.00776.xopenalex-snapshot
Condition Monitoring of Slow‐Speed Shafts and Bearings with Acoustic Emission
inferredcites →https://doi.org/10.1117/12.2035880openalex-snapshot
Using acceleration measurements and neuro-fuzzy systems for monitoring and diagnosis of bearings
inferredcites →https://doi.org/10.1155/2013/212836openalex-snapshot
EMD and Wavelet Transform Based Fault Diagnosis for Wind Turbine Gear Box
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Remaining life prognostics of rolling bearing based on relative features and multivariable support vector machine
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Fault diagnosis of rolling bearing based on wavelet transform and envelope spectrum correlation
inferredcites →https://doi.org/10.15446/ing.investig.v33n3.41032openalex-snapshot
Acoustic emission-based early fault detection in tapered roller bearings
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Vibration-based fault diagnosis in rolling element bearings: ranking of various time, frequency and time-frequency domain data-based damage identi cation parameters
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A Statistical Feature Utilising Wavelet Denoising and Neighblock Method for Improved Condition Monitoring of Rolling Bearings
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Wind Turbine Tower Vibration Modeling and Monitoring by the Nonlinear State Estimation Technique (NSET)
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Wind Turbine Condition Monitoring: State-of-the-Art Review, New Trends, and Future Challenges
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Tacholess Envelope Order Analysis and Its Application to Fault Detection of Rolling Element Bearings with Varying Speeds
inferredcites →https://doi.org/10.3390/s140815022openalex-snapshot
Fault Detection of a Roller-Bearing System through the EMD of a Wavelet Denoised Signal
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Analysis of Acoustic Emission Data for Bearings subject to Unbalance
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Targeting Faulty Bearings for an Ocean Turbine Dynamometer
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Application of Oil Debris Monitoring For Wind Turbine Gearbox Prognostics and Health Management
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Power Curve Analytic for Wind Turbine Performance Monitoring and Prognostics
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Failure Analysis of Rolling Bearing Based on Oil Monitoring Techniques with Mechanics Basis
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Gearbox Non-Ferrous Metal Bearing Wear Condition Monitoring Based on Oil Analysis
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Fault Monitoring and Classification Method of Rolling Bearing Based on KICA and LSSVM
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The Condition Monitoring of Large Slewing Bearing Based on Oil Analysis Method
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Vibration Signals and Condition Monitoring for Wind Turbines
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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The Comprehensive Review of Wind Turbine Main Bearing Failures, Reinforcement Measures and Condition Monitoring
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Rank-1 and Rank-Sparsity Coherence: The Intrinsic Properties for Accurate Separation of Impulse Responses of Rolling Bearing Faults
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A partial domain adaptation scheme based on weighted adversarial nets with improved CBAM for fault diagnosis of wind turbine gearbox
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Advancements in condition monitoring and fault diagnosis of rotating machinery: A comprehensive review of image-based intelligent techniques for induction motors
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Multi-scale dynamic spatio-temporal graph network for anomaly detection of wind turbine main bearing under time-varying conditions
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Tribological challenges and advancements in wind turbine bearings: A review
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From academic to industrial research: A comparative review of advances in rolling element bearings for wind turbine main shaft
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Adaptive two-dimensional coupled unsaturated asymmetric combined Gaussian potential stochastic resonance energy gain model and application of bearing fault diagnosis
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A quantitative diagnostic method of feature coordination for machine learning model with massive data from rotary machine
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Online condition monitoring and fault diagnosis in wind turbines: A comprehensive review on structure, failures, health monitoring techniques, and signal processing methods
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Vibration measurement method based on point tracking for irregular structures
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Dynamic reliability analysis of main shaft bearings in wind turbines
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Surface roughness evolution law in full-aperture chemical mechanical polishing
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A novel transient infrared-thermography based experimental method for the inverse estimation of heat transfer coefficients in rotating bearings
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Semi-supervised adversarial discriminative learning approach for intelligent fault diagnosis of wind turbine
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Sparsity-based signal extraction using dual Q-factors for gearbox fault detection
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Non-dominated solution set based on time–frequency infograms for local damage detection of rotating machines
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Periodical sparse low-rank matrix estimation algorithm for fault detection of rolling bearings
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Full life cycle remaining useful life prediction of offshore wind turbine bearings based on digital twin and improved DeepESN
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Weighted low-rank sparse model via nuclear norm minimization for bearing fault detection
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Concept design and floating installation method study of multi-bucket foundation floating platform for offshore wind turbines
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Measurement of strain evolution in overloaded roller bearings using time-of-flight neutron diffraction
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Fast time-frequency manifold learning and its reconstruction for transient feature extraction in rotating machinery fault diagnosis
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Vibration-based diagnostics of epicyclic gearboxes – From classical to soft-computing methods
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A review of failure modes, condition monitoring and fault diagnosis methods for large-scale wind turbine bearings
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Target-less approach of vibration measurement with virtual points constructed with cross ratios
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Combining an optimisation-based frequency band identification method with historical data for novelty detection under time-varying operating conditions
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Failure prediction, monitoring and diagnosis methods for slewing bearings of large-scale wind turbine: A review
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Recent advances and trends of predictive maintenance from data-driven machine prognostics perspective
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Digital Twin for rolling bearings: A review of current simulation and PHM techniques
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A novel health status assessment method for rolling bearings based on multi-band anomaly detection
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A sub-Nyquist sampling and data compression approach for efficient ultrasonic measurement of bearing lubrication
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Transient lubrication failure dynamics and reliability design of wind turbine tilting-pad bearings during startup
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Condition multi-classification and evaluation of system degradation process using an improved support vector machine
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An experimental investigation on long-term performance of the wide-shallow bucket foundation model for offshore wind turbine in saturated sand
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Numerical study on scour protection effect of monopile foundation based on disturbance structure
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Scour effects on the bearing capacity of multi-bucket jacket foundation for offshore wind turbines
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Mechanisms, assessments, countermeasures, and prospects for offshore wind turbine foundation scour research
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Early anomaly detection of wind turbine gearbox based on SLFormer neural network
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A differential evolution based approach for short-term predictive maintenance optimization of an offshore wind turbine
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Fuzzy model-based faults diagnosis of the wind turbine benchmark
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Control chart monitoring of wind turbine generators using the statistical inertia of a wind farm average
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Sound and vibration-based pattern recognition for wind turbines driving mechanisms
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An unsupervised spatiotemporal graphical modeling approach for wind turbine condition monitoring
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Machine learning methods for wind turbine condition monitoring: A review
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An integrated fault diagnosis and prognosis approach for predictive maintenance of wind turbine bearing with limited samples
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Extraction of second-order cyclostationary sources by matching instantaneous power spectrum with stochastic model – application to wind turbine gearbox
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Fleet-level opportunistic maintenance for large-scale wind farms integrating real-time prognostic updating
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A novel fuzzy Bayesian network-based MADM model for offshore wind turbine selection in busy waterways: An application to a case in China
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A feature extraction and machine learning framework for bearing fault diagnosis
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Caputo-Fabrizio fractional order derivative stochastic resonance enhanced by ADOF and its application in fault diagnosis of wind turbine drivetrain
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Modal analysis of mistuned wind turbine induced by blade local damage using continuum mathematical model
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Reliability analysis of detecting false alarms that employ neural networks: A real case study on wind turbines
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On the effects of pitch system faults on a wind turbine
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Wind turbine control adaptation to pitch system faults
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A survey of fault diagnosis for onshore grid-connected converter in wind energy conversion systems
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Prognostic techniques applied to maintenance of wind turbines: a concise and specific review
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A data-driven algorithm for online detection of component and system faults in modern wind turbines at different operating zones
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Offshore wind turbine operations and maintenance: A state-of-the-art review
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A novel resonant controller for sea-induced rotor blade vibratory loads reduction on floating offshore wind turbines
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Enhancing wind turbine energy efficiency: Tribo-dynamics modeling and shape modification
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A survey on degradation modeling, prognosis, and prognostics-driven maintenance in wind energy systems
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Empowering digital twins for wind energy operation and maintenance: A prospective framework and future directions
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Aeroelastic numerical simulation of a magnetically levitated horizontal axis wind turbine
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System-level maintenance strategy for offshore hybrid renewable energy systems based on cyclic non-homogeneous Markov Chain modelling
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An integrated monitoring scheme for wind turbine main bearing using acoustic emission
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Atomic-scale insights into degradation mechanisms of lithium-based grease at high temperatures
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Experimental investigations on the effect of micropitting on friction – Part 1
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Measurement of strain evolution in overloaded roller bearings using energy dispersive X-ray diffraction
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Experimental study on vibration characteristics due to cage damage of deep groove ball bearing
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Tribo-dynamics modeling and analysis of planetary gear bearing systems in wind turbines considering sun-planetary-ring helical gear mesh and elastic deformation effects
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Tribodynamic behavior of a novel double bearing layout for the main shaft system of wind turbines
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Wear and tribocorrosion of AISI 52100 steel in wind turbine blade bearings
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Modelling and measurement of wear particle flow in a dual oil filter system for condition monitoring
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A novel strategy for signal denoising using reweighted SVD and its applications to weak fault feature enhancement of rotating machinery
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A semi-analytical bearing model considering outer race flexibility for model based bearing load monitoring
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Gearbox condition monitoring in wind turbines: A review
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Vibration based condition monitoring and fault diagnosis of wind turbine planetary gearbox: A review
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Damage detection techniques for wind turbine blades: A review
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Blind filters based on envelope spectrum sparsity indicators for bearing and gear vibration-based condition monitoring
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A quadratic penalty item optimal variational mode decomposition method based on single-objective salp swarm algorithm
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Frequency-temporal-logic-based bearing fault diagnosis and fault interpretation using Bayesian optimization with Bayesian neural networks
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Vibration characteristics and condition monitoring of internal radial clearance within a ball bearing in a gear-shaft-bearing system
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A sparsity-enhanced periodic OGS model for weak feature extraction of rolling bearing faults
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Compound fault diagnosis of wind turbine bearing under ultra-low speed operations using generalized sparse spectral coherence
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Equi-Euler GraphNet: An equivariant, temporal-dynamics informed graph neural network for dual force and trajectory prediction in multi-body systems
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Load condition monitoring of the large-scale bearing via smart roller
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Machine-Vision-Driven Microarray Passive Temperature Sensor Inspired by Insect Compound Eyes for Wide-Range and High-Precision Surface Mapping
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DNN‐based approach for fault detection in a direct drive wind turbine
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Adaptive fault detection in wind turbine via RF and CUSUM
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Thermal modelling of a small wind turbine gearbox for condition monitoring
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A Review on Condition Monitoring of Wind Turbines Using Machine Learning Techniques
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An intelligent bearing fault diagnosis system: A review
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Powering the 21st century by wind energy—Options, facts, figures
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Performance analysis of wake models on the energy production of large offshore wind farms
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Using acoustic emission for condition monitoring of the main shaft bearings in 4-point suspension wind turbine drivetrains
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Short-term wind speed prediction at Bogdanci power plant in FYROM using an artificial neural network
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Wavelet packet decomposition combined with gravitational search for robust fault diagnosis in harmonic drive
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Recent advances in vibration condition-based fault diagnosis of rotating machinery
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Condition-based monitoring as a robust strategy towards sustainable and resilient multi-energy infrastructure systems
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A multistage decision-dependent stochastic bilevel programming approach for power generation investment expansion planning
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Automatic bearing fault diagnosis of permanent magnet synchronous generators in wind turbines subjected to noise interference
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Tacholess bearing fault detection based on adaptive impulse extraction in the time domain under fluctuant speed
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A model-data combination driven digital twin model for few samples fault diagnosis of rolling bearings
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A remaining useful life prediction method for rotating machinery based on interactive BiLSTM
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A novel bearing weak fault diagnosis method based on rank constrained low-rank and sparse decomposition
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The key properties of REB fault impulse response truncated matrix for revealing the causes of SPCP-based separation problems
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Electromagnetic energy harvester based on a single pendulum structure for smart wind turbine bearing
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Drivetrain reliability improvements from long-term field data processed in the cloud
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Fault detection of wind turbine gearbox using thermal network modelling and SCADA data
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Data driven case study of a wind turbine main-bearing failure
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Vision-based vibration mode shape extraction for identifying cracks in a cantilever beam
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A deep learning-based intelligent online warning method for gear wear damage based on oil vibration
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Challenges on prognostics and health management for wind turbine components
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Offshore field experimentation for novel hybrid condition monitoring approaches
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A Fault Diagnosis Model Based on Convolution Neural Network for Wind Turbine Rolling Bearing
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Reliability analysis of multistage transmission system with coupling uncertainties
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Research on Fault Diagnosis Method of Wind Turbine Bearing Based on Deep belief Network
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Analysis of hot spots and trends in rolling bearing fault diagnosis research based on scientific knowledge mapping
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Image-based fleet-level health assessment for wind farm with power temperature curve
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Vibration-based synchronous sampling and its application in wind-turbine drive-train-condition monitoring
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Physics-based data analysis for wind turbine condition monitoring
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A portable wind turbine condition monitoring system and its field applications
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A comparative analysis of maintenance strategies and data application in asset performance management for both developed and developing countries
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Development of digitalised maintenance – a concept
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Asset Management Strategies for Power Electronic Converters in Transmission Networks: Application to Hvdc and FACTS Devices
inferred← citeshttps://doi.org/10.1109/access.2018.2869138openalex-snapshot
Sparsity Enhanced Topological Fractal Decomposition for Smart Machinery Fault Diagnosis
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A Fault Diagnosis Method for Satellite Flywheel Bearings Based on 3D Correlation Dimension Clustering Technology
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Impulsive Gear Fault Diagnosis Using Adaptive Morlet Wavelet Filter Based on Alpha-Stable Distribution and Kurtogram
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Online Monitoring of Wind Turbine Operation Efficiency and Optimization Based on Benchmark Values
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Fault Diagnosis of Rotating Machinery: A Review and Bibliometric Analysis
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Framework for Automated Data-Driven Model Adaption for the Application in Industrial Energy Systems
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