dependable-cps / AdversarialAttack-PHM

Related projects ⓘ

Alternatives and complementary repositories for AdversarialAttack-PHM

• abiodun-ayodeji / Attention_based_MultiHead_model_for_aircraft_engine_RUL_prediction_
  Attention-based multihead model for optimized aircraft engine remaining useful life prediction
  ☆45Updated 5 months ago
• matheuscnali / bearing_rul_predict
  ☆48Updated 2 years ago
• mohyunho / TL_RUL
  Application of Transfer Learning for RUL Prediction
  ☆24Updated 3 years ago
• Adithya-Thonse / N-CMAPSS_DL
  Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset
  ☆22Updated last year
• 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 …
  ☆49Updated last year
• TL-UESTC / Domain-Adaptive-Remaining-Useful-Life-Prediction-with-Transformer
  Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer
  ☆52Updated last year
• nicolasoyharcabal / ConvRNN_for_RUL_estimation
  Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".
  ☆79Updated 5 years ago
• mohyunho / N-CMAPSS_DL
  N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)
  ☆77Updated last year
• ericlrf / rul
  remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…
  ☆26Updated 3 years ago
• kkangshen / bayesian-deep-rul
  Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…
  ☆19Updated 5 years ago
• tilman151 / rul-datasets
  A collection of datasets for RUL estimation as Lightning Data Modules.
  ☆40Updated 5 months ago
• ZhaoZhibin / Probabilistic_RUL_Prediction
  ☆61Updated 3 years ago
• viralpandey / rul_using_CNN_LSTM
  Predict remaining useful life of a machine from it's historical data using CNN and LSTM
  ☆28Updated 5 years ago
• mohyunho / ENAS-PdM
  Evolutionary Neural Architecture Search for Remaining Useful Life Prediction
  ☆27Updated last year
• OneBugMaker / PHM-RUL-Prediction-by-EM
  Remain useful life prediction of rolling bearing.
  ☆47Updated 4 years ago
• vinhng10 / GAN-Augmentation-for-Remaining-Useful-Life-Prediction
  ☆15Updated 2 years ago
• kidozh / prognostic_and_rul_prediction_of_bearing_data
  One model for RUL and fault prognostic prediction on XJTU bearing dataset
  ☆88Updated 5 years ago
• DatrikIntelligence / Stacked-DCNN-RUL-PHM21
  Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.
  ☆75Updated last year
• KodeWorker / phm-rul-estimation
  case study for remaining useful life estimation
  ☆23Updated 7 months ago
• opensuh / GMFE
  Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks
  ☆39Updated 2 years ago
• sivaji1233 / 09_turbofan_rul
  Remaining useful life prediction for turbofan engine data (C-MAPSS)
  ☆30Updated 4 years ago
• ZhenghuaNTU / RUL-prediction-using-attention-based-deep-learning-approach
  ☆49Updated last year
• soham97 / Remaining_useful_life_NASA
  RUL Nasa Turbofan Dataset (paper)
  ☆26Updated 4 years ago
• biswajitsahoo1111 / cbm_codes_open
  This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
  ☆88Updated last year
• ShubhankarKG / RUL_Prediction_SVM
  Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …
  ☆43Updated 3 years ago
• foryichuanqi / ADVEI-Paper-2024.3-Degradation-path-approximation-for-remaining-useful-life-estimation
  Remaining useful life prediction. Degradation path approximation (DPA) is a highly easy-to-understand and brand-new solution way for data…
  ☆10Updated 8 months ago
• survml / survml-transformer-rul-prediction
  Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…
  ☆22Updated last year
• tilman151 / DomainAdaption_PHM2020
  Code and supplementary material for ICPHM2020
  ☆24Updated 4 years ago
• anuj1501 / Remaining-Useful-Life-of-ball-bearing-using-Hilbert-Huang-Entropy
  ☆15Updated 3 years ago
• Junkun-Lu / RUL_Inception-Attention
  Remaining useful life prediction by Transformer-based Model
  ☆41Updated 2 years ago