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22 search results found

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.

Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

Predictive Maintenance ⭐ 56

Datasets for Predictive Maintenance

Weibull Knowledge Informed Ml ⭐ 52

Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).

Pytorch Lstm For Rul Prediction ⭐ 44

PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Partially inspired by Zheng, S., Ristovski, K., Farahat, A., & Gupta, C. (2017, June). Long short-term memory network for remaining useful life estimation.

锂电池数据集 CALCE

Rul_of_cutter ⭐ 29

刀具剩余寿命预测

Keras_detect_tool_wear ⭐ 29

Tool wear prediction by residual CNN

N Cmapss_dl ⭐ 27

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

Turbofan Engine Rul Prediction ⭐ 24

RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAt

CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds

Rul Datasets ⭐ 23

A collection of datasets for RUL estimation as Lightning Data Modules.

Rul Adapt ⭐ 17

A collection of unsupervised domain adaption algorithms for RUL estimation.

Analysis for NASA data sets

Enas Pdm ⭐ 11

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

Pytorch Transformer For Rul Prediction ⭐ 11

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

Fdia Pdm ⭐ 10

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Python Profeld ⭐ 10

ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python

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.

Related Searches

Python Remaining Useful Life (16)

Jupyter Notebook Remaining Useful Life (10)

Deep Learning Remaining Useful Life (10)

Remaining Useful Life Cmapss (9)

Machine Learning Remaining Useful Life (8)

Pytorch Remaining Useful Life (8)

Lstm Remaining Useful Life (6)

Predictive Maintenance Remaining Useful Life (6)

Remaining Useful Life Rul (5)

Convolutional Neural Networks Remaining Useful Life (5)

1-22 of 22 search results

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