rul

There are 2 repositories under rul topic.

hustcxl / Deep-learning-in-PHM
Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction
deep-learning fault-diagnosis health-management phm rul
400
MichaelBosello / battery-rul-estimation
Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs
battery-management-system bms deep-learning deep-lstms deep-neural-networks deeplearning lithium-ion lstm regression remaining-useful-life rul time-series
Language:Jupyter Notebook 162
XiuzeZhou / CALCE
锂电池数据集 CALCE
battery endoflife eol li-battery remaining-useful-life rul
Language:Jupyter Notebook 131
XiuzeZhou / NASA
Analysis for NASA data sets
battery-life battery remaining-useful-life rul endoflife eof li-battery
Language:Jupyter Notebook 117
huzaifi18 / RUL_prediction
The project focused on "Battery Remaining Useful Life (RUL) Prediction using a Data-Driven Approach with a Hybrid Deep Model combining Convolutional Neural Networks (CNN) and Long-Short Term Memory (LSTM)." This repository aims to revolutionize battery health estimation by leveraging the power of deep learning to predict the remaining useful life
lithium-ion-batteries remaining-useful-life-prediction rul
Language:Python 43
iameminmammadov / dash-predictive-maintenance
Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.
rul wind-turbines xgboost predict-failures dashboard
Language:Python 38
mohyunho / ENAS-PdM
Evolutionary Neural Architecture Search for Remaining Useful Life Prediction
evolutionary-algorithm lstm cnn-lstm neural-architecture-search remaining-useful-life cmapss rul-prediction rul c-mapss predictive-maintenance enas
Language:Python 26
ritu-thombre99 / RUL-Prediction
Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural networks and hybrid model which is combination of VAR with LSTM
linear-regression logistic-regression lstm-model lstm-neural-networks phm phm-models random-forest regression regression-models remaining-useful-life rul vector-autoregression
Language:Jupyter Notebook 26
ericlrf / rul
remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, prognostics health management, PHM
cbm condition-based-maintenance condition-monitoring degradation-models failure-prediction pdm phm predictive-maintenance prognostics prognostics-health-management remaining-life-estimation remaining-useful-life residual-useful-life rul rul-prediction run-to-failure-models survival-analysis
Language:Jupyter Notebook 25
johnsbuck / rul
A project focused on the improvement for remaining useful life estimation.
estimations rul neural-network machine-learning remaining-useful-life
Language:Jupyter Notebook 22
tjdhg456 / RUL-RVE-Pytorch
Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estimation"
life prediction pytorch remaining rul useful
Language:Python 17
LEMMAO / Predictive_Maintenance
predictive maintenance reliability-engineering machine-learning pca rul industry-4 industry-40
Language:Jupyter Notebook 5
luqmanbuang / Aircraft-Engine-Lifetime-Prediction-with-Machine-Learning
ASE2306-Capstone Project [2019/20 T3] - Aircraft Engine Lifetime Prediction with Machine Learning
prediction machine-learning aircraft-engines rul cmpass dataset regression nasa-data remaining-useful-life gas-turbine-engine
Language:Jupyter Notebook 5
SNBQT / Awesome-Deep-Fault-Diagnosis
Awesome Deep Fault Diagnosis
awesome-deep-fault-diagnosis fault-diagnosis rul cwru remaining-useful-life
5
hubtru / Minape
Multimodal Isotropic Neural Architecture with Patch Embedding to both time series and image data for classification purposes.
anomaly-detection classification feature-engineering images isotropic-architecture machine-learning multimodal multimodal-deep-learning multimodal-learning neural-network regression remaining-useful-life rul time-series device-state
Language:Jupyter Notebook 3
hubtru / Impala
Expandable Isotropic Multimodal Patch Learning Neural Architecture for the Nano-modal (9) time-series and images data.
anomaly-detection classification device feature-engineering images machine-learning multimodal multimodal-deep-learning neural-network predictive-maintenance regression remaining-useful-life rul time-series isotropic-architecture
Language:Jupyter Notebook 2
JinendraSontakke / Predictive-Maintainance
flask-application machine-learning predictive-maintenance rul
Language:Jupyter Notebook 2
DanielPuentee / LSTM-GANS-RUL-Prediction-for-Lithium-ion-Bateries
This paper summarizes a deep learning-based approach with an LSTM trained on the widely used Oxford battery degradation dataset and the help of generative adversarial networks (GANS).
gans lithium-ion-batteries lstm rul
Language:Jupyter Notebook 1
hubtru / Siren
SIREN Scalable, Isotropic Recursive Column Multimodal Neural Architecture with Device State Recognition Use-Case
anomaly-detection classification feature-engineering images isotropic-architecture machine-learning multimodal multimodal-deep-learning multimodal-learning neural-network regression remaining-useful-life rul time-series
Language:Jupyter Notebook 1
ritu-thombre99 / Server-simulation-for-monitoring-RUL
Server simulation for monitoring remaining useful life of turbofan jet engines
flask flask-application lstm lstm-model lstm-neural-networks rul simulation
Language:HTML

rul

hustcxl / Deep-learning-in-PHM

MichaelBosello / battery-rul-estimation

XiuzeZhou / CALCE

XiuzeZhou / NASA

huzaifi18 / RUL_prediction

iameminmammadov / dash-predictive-maintenance

mohyunho / ENAS-PdM

ritu-thombre99 / RUL-Prediction

ericlrf / rul

johnsbuck / rul

tjdhg456 / RUL-RVE-Pytorch

LEMMAO / Predictive_Maintenance

luqmanbuang / Aircraft-Engine-Lifetime-Prediction-with-Machine-Learning

SNBQT / Awesome-Deep-Fault-Diagnosis

hubtru / Minape

hubtru / Impala

JinendraSontakke / Predictive-Maintainance

DanielPuentee / LSTM-GANS-RUL-Prediction-for-Lithium-ion-Bateries

hubtru / Siren

ritu-thombre99 / Server-simulation-for-monitoring-RUL