Author

Manish Kumar

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Open access Aug 2026

AI-DRIVEN PREDICTIVE MAINTENANCE AND INTELLIGENT MONITORING OF MECHANICAL SYSTEMS USING MACHINE LEARNING AND IOT

An end-to-end predictive maintenance system is proposed for high stress mechanical drivetrain and rotating machinery and the architecture proposed combines an industrial Internet of Things edge sensory network and hybrid machine learning and deep learning pipelines.

Ashish Kumar, Md Mohtab Alam, N. Priya et al. · International journal of com... · 0 citations

Jul 2026

An improved CNN–Transformer–ELM framework with residual shrinkage networks for bearing fault diagnosis

A robust and noise-resilient bearing fault diagnosis framework that integrates advanced signal processing with hybrid deep learning techniques is presented, demonstrating strong robustness and generalization capability.

Sujit Kumar, Manish Kumar, Bam Bahadur Sinha · International Journal of Dyn... · 0 citations