air-production-units

Here are 2 public repositories matching this topic...

YahiaouiLydia / Proactive-Failure-Prediction-in-Train-Air-Production-Units-Using-XGBoost-for-Enhanced-Safety

Proactive failure prediction for train air production units using XGBoost and SHAP. Leverages MetroPT-3 dataset to enhance safety and maintenance with interpretable ML models.

machine-learning sensor-data failure-prediction explainable-ai shap metropt-3 air-production-units train-maintenance railway-safety

Updated Apr 30, 2025
Jupyter Notebook

YahiaouiLydia / Efficient-and-Reliable-Predictive-Maintenance-in-Trains-based-on-BiLSTM-Model

Star

Predictive maintenance for train air compressors using BiLSTM and SHAP. Combines MetroPT and MetroPT-3 datasets to estimate Remaining Useful Life (RUL) with interpretable ML models.

deep-learning predictive-maintenance remaining-useful-life bilstm explainable-ai shap air-production-units train-maintenance

Updated Apr 30, 2025
Jupyter Notebook

Improve this page

Add a description, image, and links to the air-production-units topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the air-production-units topic, visit your repo's landing page and select "manage topics."

Learn more

Provide feedback

Saved searches

Use saved searches to filter your results more quickly