Alternatives and similar repositories for bearing-fault-detection

Users that are interested in bearing-fault-detection are comparing it to the libraries listed below

• mjuez / early-im-fault-diagnosis
  🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees
  ☆34Updated 4 years ago
• zhaoyuzhi / A-New-Convolutional-Neural-Network-Based-Data-Driven-Fault-Diagnosis-Method
  TensorFlow implementation of a CNN based mechanical science paper
  ☆46Updated 7 years ago
• mathworks / RollingElementBearingFaultDiagnosis-Data
  Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox
  ☆38Updated 2 years ago
• matheuscnali / bearing_rul_predict
  ☆50Updated 2 years ago
• raady07 / CNN-for-bearing-fault-diagnosis
  CNN applied to bearing signals for analysis
  ☆88Updated 5 years ago
• nicolasoyharcabal / ConvRNN_for_RUL_estimation
  Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".
  ☆83Updated 6 years ago
• MrTangsai / BearLSTM
  with LSTM method to solve bearing fault diagnosis classification
  ☆61Updated 7 years ago
• biswajitsahoo1111 / data_driven_features_ims
  Multiclass bearing fault classification using features learned by a deep neural network.
  ☆34Updated 3 years ago
• schwxd / LSTM-Keras-CMAPSS
  Using LSTM to predict Remaining Useful Life of CMAPSS Dataset
  ☆88Updated 6 years ago
• lankuohsing / Remaining-Useful-Life-Prediction-RNN
  Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks
  ☆140Updated 3 years ago
• kidozh / prognostic_and_rul_prediction_of_bearing_data
  One model for RUL and fault prognostic prediction on XJTU bearing dataset
  ☆95Updated 5 years ago
• bhushangawde / Fault-Diagnosis-of-Roller-Bearings
  ☆23Updated 2 years ago
• win-z / diagnosis_of_rotating_machinery
  基于无监督和迁移学习的旋转机械故障诊断
  ☆32Updated 5 years ago
• cyrilli / SSVAE
  try out bearing fault diagnosis with semi-supervised vae
  ☆39Updated 7 years ago
• Zichen-Yan / Fault-diagnosis
  Fault Diagnosis on Bearing Dataset
  ☆32Updated 5 years ago
• Neovairis / RUL-estimation-based-on-FCN-LSTM
  For better estimation of aero-engine RUL, we concatenate 1-D CNN and LSTM in a parallel structure.
  ☆15Updated 4 years ago
• ninja1mmm / 2018-phm-data-challenge
  2018 phm data challenge, ion mill machine RUL & fault diagnosis
  ☆69Updated 6 years ago
• ddrrrr / bearing-fault-diagnosis
  domain adaption with LSGAN for bearing fault diagnosis
  ☆74Updated 6 years ago
• ZhaoZhibin / Basic-Rotating-Machine-Vibration-Analysis
  These codes realize data transformation and simple data processing for fault diagnosis.
  ☆91Updated 7 years ago
• biswajitsahoo1111 / cbm_codes_open
  This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
  ☆92Updated 6 months ago
• al3xsh / rolling-element-bearing-fault-detection
  Code to go with the paper "A novel deep learning model for the detection and identification of rolling element bearing faults"
  ☆55Updated 4 years ago
• monologuesmw / bearing-fault-diagnosis-cnn
  Siamese network for bearing fault diagnosis
  ☆88Updated 5 years ago
• ericlrf / rul
  remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…
  ☆26Updated 4 years ago
• liguge / FWA-DBN-ELM-for-intelligent-fault-diagnosis
  FWA-DBN-ELM fault diagnosis 故障诊断 烟花算法优化DBN-ELM的故障诊断
  ☆29Updated 2 years ago
• wargod797 / Fault_diagnosis_ballbearing_wavelet
  Bearing fault diagnosis is important in condition monitoring of any rotating machine. Early fault detection in machinery can save million…
  ☆97Updated 5 years ago
• DExulans / fault-detection-of-gearbox-of-wind-turbine-based-on-LabVIEW
  基于LabVIEW，可由故障齿轮箱振动信号生成时域图、频谱图、倒频谱图和包络谱图
  ☆16Updated 5 years ago
• AiZhanghan / deep-learning-fault-diagnosis
  ☆60Updated 6 years ago
• WH-Huan / JL-CNN
  The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.
  ☆23Updated 4 years ago
• erphm / MA1DCNN
  The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.
  ☆26Updated 5 years ago
• viralpandey / rul_using_CNN_LSTM
  Predict remaining useful life of a machine from it's historical data using CNN and LSTM
  ☆31Updated 6 years ago