Alternatives and similar repositories for phm-ieee-2012-data-challenge-dataset:

Users that are interested in phm-ieee-2012-data-challenge-dataset are comparing it to the libraries listed below

• nicolasoyharcabal / ConvRNN_for_RUL_estimation
  Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".
  ☆80Updated 6 years ago
• Lucky-Loek / ieee-phm-2012-data-challenge-dataset
  Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute
  ☆131Updated 5 years ago
• lankuohsing / Remaining-Useful-Life-Prediction-RNN
  Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks
  ☆126Updated 3 years ago
• kidozh / prognostic_and_rul_prediction_of_bearing_data
  One model for RUL and fault prognostic prediction on XJTU bearing dataset
  ☆90Updated 5 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
• AiZhanghan / deep-learning-fault-diagnosis
  ☆59Updated 5 years ago
• MrTangsai / BearLSTM
  with LSTM method to solve bearing fault diagnosis classification
  ☆63Updated 7 years ago
• schwxd / LSTM-Keras-CMAPSS
  Using LSTM to predict Remaining Useful Life of CMAPSS Dataset
  ☆85Updated 6 years ago
• matheuscnali / bearing_rul_predict
  ☆47Updated 2 years ago
• Gearboxdata / Gear-Box-Fault-Diagnosis-Data-Set
  : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…
  ☆42Updated 6 years ago
• Ali-Alhamaly / Turbofan_usefull_life_prediction
  given run to failure measurements of various sensors on a sample of similar jet engines, estimate the remaining useful life (RUL) of a ne…
  ☆60Updated 5 years ago
• ZhaoZhibin / Probabilistic_RUL_Prediction
  ☆61Updated 4 years ago
• ninja1mmm / 2018-phm-data-challenge
  2018 phm data challenge, ion mill machine RUL & fault diagnosis
  ☆67Updated 6 years ago
• huster123 / c-mapss-full-dataset-
  完整的航空发动机一维卷积神经网络训练模型
  ☆56Updated 5 years ago
• monologuesmw / bearing-fault-diagnosis-cnn
  Siamese network for bearing fault diagnosis
  ☆85Updated 5 years ago
• ddrrrr / projectRUL2
  ☆64Updated 4 years ago
• ddrrrr / bearing-fault-diagnosis
  domain adaption with LSGAN for bearing fault diagnosis
  ☆71Updated 6 years ago
• sivaji1233 / 09_turbofan_rul
  Remaining useful life prediction for turbofan engine data (C-MAPSS)
  ☆32Updated 5 years ago
• rz0718 / MHMS_DEEPLEARNING
  ☆92Updated 4 years ago
• Litchiware / cwru
  ☆158Updated 3 years ago
• mathworks / WindTurbineHighSpeedBearingPrognosis-Data
  Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox
  ☆48Updated 3 years ago
• ZhenghuaNTU / RUL-prediction-using-attention-based-deep-learning-approach
  ☆53Updated last year
• he-zh / vibration_gan
  Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.
  ☆78Updated 3 years ago
• foryichuanqi / RESS-Paper-2022.09-Remaining-useful-life-prediction-by-TaFCN
  The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …
  ☆52Updated 2 years ago
• cputnam / FEMTO
  Spark - Bearing RUL Predictions
  ☆19Updated 7 years ago
• Abhijit-Bhumireddy99 / RUL_Prediction
  remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…
  ☆146Updated 10 months ago
• Zichen-Yan / Fault-diagnosis
  Fault Diagnosis on Bearing Dataset
  ☆32Updated 5 years ago
• ddrrrr / projectRUL
  to prediction the remain useful life of bearing based on 2012 PHM data
  ☆276Updated 4 years ago
• monologuesmw / bearing-fault-diagnosis-by-wdcnn
  wdcnn model for bearing fault diagnosis
  ☆32Updated 5 years ago
• zhangjiali1201 / Keras_bearing_fault_diagnosis
  ☆199Updated 5 years ago