hankroark / Turbofan-Engine-Degradation

Related projects ⓘ

Alternatives and complementary repositories for Turbofan-Engine-Degradation

• aqibsaeed / Estimation-of-Remaining-Useful-Life-using-CNN
  Convolutional Neural Network based regression approach for estimating machinery's remaining useful life
  ☆134Updated 5 years ago
• nagdevAmruthnath / Predictive-Maintenance
  A notebook tutorial series for performing predictive maintenance using machine learning
  ☆145Updated 4 years ago
• alteryx / predict-remaining-useful-life
  Predict remaining useful life of a component based on historical sensor observations using automated feature engineering
  ☆229Updated last year
• jancervenka / turbofan_failure
  Aircraft engine failure prediction model
  ☆28Updated last year
• Azure / PySpark-Predictive-Maintenance
  Predictive Maintenance using Pyspark
  ☆122Updated 5 years ago
• kpeters / exploring-nasas-turbofan-dataset
  collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset
  ☆124Updated 3 years ago
• nasa / PrognosticsMetricsLibrary
  ☆29Updated 4 years ago
• ThiagoGrabe / Nasa-Engine
  Nasa Engine Data for prognostics challenge competition at the International Conference on Prognostics and Health Management (PHM08)
  ☆13Updated 5 years ago
• Azure / lstms_for_predictive_maintenance
  LSTMS for Predictive Maintenance
  ☆326Updated 7 years ago
• NervanaSystems / aidc-2018-timeseries
  Deep learning for time-series data
  ☆49Updated last year
• akash13singh / lstm_anomaly_thesis
  Anomaly detection for temporal data using LSTMs
  ☆224Updated 3 years ago
• johnsbuck / rul
  A project focused on the improvement for remaining useful life estimation.
  ☆22Updated 7 years ago
• cran2367 / lstm_autoencoder_classifier
  An LSTM Autoencoder for rare event classification
  ☆108Updated 4 years ago
• dacatay / time-series-analysis
  Presentation for time series analysis
  ☆45Updated 6 years ago
• nasa / PrognosticsAlgorithmLibrary
  ☆118Updated 4 years ago
• cran2367 / understanding-lstm-autoencoder
  Understanding an LSTM Autoencoder
  ☆36Updated 5 years ago
• caglarmert / awesome-predictive-maintenance
  Curated list of predictive maintenance research and repositories.
  ☆18Updated 5 years ago
• nasa / PrognosticsModelLibrary
  ☆95Updated 4 years ago
• naikio / LSTM_encoder_decoder_for_prognostics
  ☆10Updated 6 years ago
• tashrifbillah / Remaining-Useful-Life-Estimation-of-Rocket-Engines
  Similarity matching based remaining useful life estimation
  ☆29Updated 6 years ago
• RodrigoNeves95 / C-MAPSS_Problem
  ☆23Updated 6 years ago
• Samimust / predictive-maintenance
  Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
  ☆253Updated 5 months ago
• NshanPotikyan / TransferLearningTimeSeries
  Transfer Learning for Time Series Prediction Task
  ☆101Updated 5 years ago
• LongxingTan / python-profeld
  ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python
  ☆21Updated last year
• TobiasGlaubach / python-ml-turbofan
  ☆19Updated 5 years ago
• Azure / AI-PredictiveMaintenance
  ☆137Updated last year
• imrahulr / Pred-Maintenance-Siemens
  Predictive Maintenance System for Digital Factory Automation
  ☆42Updated 5 years ago
• opringle / multivariate_time_series_forecasting
  A place to implement state of the art deep learning methods for temporal modelling using python and MXNet.
  ☆65Updated 4 years ago
• delta1epsilon / turbofan-remaining-life-prediction
  Remaining Useful Life (RUL) prediction for Turbofan Engines
  ☆26Updated 2 years ago