A 2DCNN-RF Model for Offshore Wind Turbine High-Speed Bearing-Fault Diagnosis under Noisy Environment

Diagnosis for Slight Bearing Fault in Induction Motor Based on Combination of Selective Features and Machine Learning

(2022) Hisahide Nakamura et al.   Energies

The influence of power-take-off control on the dynamic response and power output of combined semi-submersible floating wind turbine and point-absorber wave energy converters

(2021) Yulin Si et al.   OCEAN ENGINEERING

Deep Learning Aided Data-Driven Fault Diagnosis of Rotatory Machine: A Comprehensive Review

(2021) Shiza Mushtaq et al.   Energies

Wind turbine fault diagnosis based on transfer learning and convolutional autoencoder with small-scale data

(2021) Yanting Li et al.   RENEWABLE ENERGY

Dynamic analysis of a multi-column TLP floating offshore wind turbine with tendon failure scenarios

(2021) Yajun Ren et al.   OCEAN ENGINEERING

Bearing Fault Diagnosis Method Based on EEMD and LSTM

(2020) Ping Zou et al.   International Journal of Computers Communications & Control

Fault diagnosis of rolling bearing of wind turbines based on the Variational Mode Decomposition and Deep Convolutional Neural Networks

(2020) Zifei Xu et al.   APPLIED SOFT COMPUTING

Simultaneous fault diagnosis of wind turbine using multichannel convolutional neural networks

(2020) Samira Zare et al.   ISA TRANSACTIONS

Bearing fault diagnosis based on vibro-acoustic data fusion and 1D-CNN network

(2020) Xin Wang et al.   MEASUREMENT

Oversampling adversarial network for class-imbalanced fault diagnosis

(2020) Masoumeh Zareapoor et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bearing Fault Diagnosis Method Based on Deep Convolutional Neural Network and Random Forest Ensemble Learning

(2019) Gaowei Xu et al.   SENSORS

Vibration fault diagnosis of wind turbines based on variational mode decomposition and energy entropy

(2019) Xuejun Chen et al.   ENERGY

Multiscale local features learning based on BP neural network for rolling bearing intelligent fault diagnosis

(2019) Jimeng Li et al.   MEASUREMENT

Research on Multidomain Fault Diagnosis of Large Wind Turbines under Complex Environment

(2018) Rong Jia et al.   COMPLEXITY

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

(2018) Guoqian Jiang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction

(2018) Xiang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Gearbox fault diagnosis based on deep random forest fusion of acoustic and vibratory signals

(2016) Chuan Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Gearbox Fault Identification and Classification with Convolutional Neural Networks

(2015) ZhiQiang Chen et al.   SHOCK AND VIBRATION

Feature extraction of rolling bearing’s early weak fault based on EEMD and tunable Q-factor wavelet transform

(2014) Hongchao Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

FN-DFE: Fuzzy-Neural Data Fusion Engine for Enhanced Resilient State-Awareness of Hybrid Energy Systems

(2014) Dumidu Wijayasekara et al.   IEEE Transactions on Cybernetics