Browsing Electronics by Author "Kamat, P."

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Explainable predictive maintenance of rotating machines using LIME, SHAP, PDP, ICE

Gawde-Prabhudesai, S.; Patil, S.; SatishKumar; Kamat, P.; Kotecha, K.; Alfarhood, S. (IEEE Access. 12; 2024; 29345-29361.)

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 ...
An explainable predictive maintenance strategy for multi-fault diagnosis of rotating machines using multi-sensor data fusion

Gawde-Prabhudesai, S.; Patil, S.; SatishKumar; Kamat, P.; Kotecha, K. (Decision Analytics Journal. 10; 2024; ArticleID_100425.)

Industry 4.0 denotes smart manufacturing, where rotating machines predominantly serve as the fundamental components in production sectors. The primary duty of maintenance engineers is to upkeep these vital machines, aiming ...
Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research

Gawde-Prabhudesai, S.; Patil, S.; SatishKumar; Kamat, P.; Kotecha, K.; Abraham, A. (Engineering Applications of Artificial Intelligence. 123(Part A); 2023; ArticleID_106139.)

Industry 4.0 is an era of smart manufacturing. Manufacturing is impossible without the use of machinery. The majority of these machines comprise rotating components and are called rotating machines. The engineers' top ...

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