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Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

Battery Rul Estimation ⭐ 102

Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs

Rul_codes_open ⭐ 98

This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.

Predictive Maintenance ⭐ 56

Datasets for Predictive Maintenance

锂电池数据集 CALCE

Rul_of_cutter ⭐ 29

刀具剩余寿命预测

N Cmapss_dl ⭐ 27

N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

Analysis for NASA data sets

Predictive Maintenance ⭐ 6

This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning models.

Predictive Maintenance With Machine Learning ⭐ 5

This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.

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