Alternatives and similar repositories for PHM2016

Users that are interested in PHM2016 are comparing it to the libraries listed below

• RyanWangCode / PHM
  Industrial intelligence
  ☆9Updated 7 years ago
• ninja1mmm / 2018-phm-data-challenge
  2018 phm data challenge, ion mill machine RUL & fault diagnosis
  ☆69Updated 6 years ago
• soham97 / Remaining_useful_life_NASA
  RUL Nasa Turbofan Dataset (paper)
  ☆26Updated 5 years ago
• raady07 / CNN-for-bearing-fault-diagnosis
  CNN applied to bearing signals for analysis
  ☆88Updated 5 years ago
• mathworks / RollingElementBearingFaultDiagnosis-Data
  Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox
  ☆37Updated 2 years ago
• fee78520 / Bearing-fault-prediction
  轴承有3种故障：外圈故障，内圈故障，滚珠故障，外加正常的工作状态。如表1所示，结合轴承的3种直径（直径1,直径2,直径3），轴承的工作状态有10类
  ☆32Updated 6 years ago
• AiZhanghan / deep-learning-fault-diagnosis
  ☆60Updated 5 years ago
• iszeke / wind-turbine-phm
  for wind turbine phm
  ☆16Updated 6 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
• rz0718 / MHMS_DEEPLEARNING
  ☆93Updated 4 years ago
• schwxd / LSTM-Keras-CMAPSS
  Using LSTM to predict Remaining Useful Life of CMAPSS Dataset
  ☆88Updated 6 years ago
• MrTangsai / BearLSTM
  with LSTM method to solve bearing fault diagnosis classification
  ☆61Updated 7 years ago
• Vardoom / PredictiveMaintenanceNASA
  LSTM Neural Network to predict NASA's engines failure based on know failures and parameters.
  ☆23Updated 7 years ago
• sabderra / predictive-maintenance-lstm
  Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.
  ☆36Updated 6 years ago
• aqibsaeed / Estimation-of-Remaining-Useful-Life-using-CNN
  Convolutional Neural Network based regression approach for estimating machinery's remaining useful life
  ☆137Updated 5 years ago
• tashrifbillah / Remaining-Useful-Life-Estimation-of-Rocket-Engines
  Similarity matching based remaining useful life estimation
  ☆29Updated 7 years ago
• zhaoyuzhi / A-New-Convolutional-Neural-Network-Based-Data-Driven-Fault-Diagnosis-Method
  TensorFlow implementation of a CNN based mechanical science paper
  ☆45Updated 6 years ago
• eejlny / LSTM_FUSION
  data set and models for IEEE access paper "Remaining Useful Life Estimation Using Long Short-Term Memory Neural Networks and Deep Fusion"
  ☆20Updated 5 years ago
• mathworks / WindTurbineHighSpeedBearingPrognosis-Data
  Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox
  ☆50Updated 3 years ago
• ThiagoGrabe / Nasa-Engine
  Nasa Engine Data for prognostics challenge competition at the International Conference on Prognostics and Health Management (PHM08)
  ☆13Updated 6 years ago
• haitaozhao / LSTM_fault_detection
  ☆53Updated 7 years ago
• kidozh / keras_detect_tool_wear
  Tool wear prediction by residual CNN
  ☆76Updated 4 years ago
• raady07 / DD-KNN-for-bearing-fault-diagnosis
  modified knn for fault classification
  ☆18Updated 7 years ago
• yanghedada / yang
  start tests
  ☆23Updated 6 years ago
• zhengmingzhang / Gearbox-fault-detect-matlab
  Use SAE to classify the fault of gearbox
  ☆20Updated 6 years ago
• xujiachang1024 / Fault-Diagnosis-with-ML
  Fault Diagnosis with Machine Learning Methods, the dissertation project of my MSc Data Science degree at King's College London
  ☆12Updated 5 years ago
• amer / IMPRO
  Prediction of remaining useful life (RUL)
  ☆17Updated 7 years ago
• wkzs111 / phm-ieee-2012-data-challenge-dataset
  Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute
  ☆135Updated 6 years ago
• cputnam / FEMTO
  Spark - Bearing RUL Predictions
  ☆19Updated 8 years ago
• johnsbuck / rul
  A project focused on the improvement for remaining useful life estimation.
  ☆21Updated 7 years ago