2024
DOI: 10.1109/access.2024.3367110
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Explainable Predictive Maintenance of Rotating Machines Using LIME, SHAP, PDP, ICE

Shreyas Gawde,
Shruti Patil,
Satish Kumar
et al.

Abstract: Artificial Intelligence (AI) is a key component in Industry 4.0. Rotating machines are critical components in manufacturing industries. In the vast world of Industry 4.0, where an IoT network acts as a monitoring and decision-making system, predictive maintenance is quickly gaining importance. Predictive maintenance is a method that uses AI to handle potential problems before they cause breakdowns in operations, processes or systems. However, there is a significant issue with the AI models' (also known as "bla… Show more

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Cited by 5 publications
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