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14 search results found

Predictive Maintenance Using Lstm ⭐ 507

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds

ARAKAT - Big Data Analysis and Business Intelligence Application Development Platform

Fault Detection For Predictive Maintenance In Industry 4.0 ⭐ 19

This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.

Nas_transformer ⭐ 12

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

Predictive Maintenance ⭐ 12

time-series prediction for predictive maintenance

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.

Enas Pdm ⭐ 11

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

Python Profeld ⭐ 10

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

Fdia Pdm ⭐ 10

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

Atlantic ⭐ 10

Atlantic - Automated Data Preprocessing Framework for Supervised Machine Learning

Applications Of Ai For Predictive Maintenance ⭐ 8

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.

Amlworkshop ⭐ 7

Industry Machine Learning Hackfest Material

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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