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Author

Swapna Siddamsetti

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Aug 2026

An Intelligent Neural Network Based Framework for Enhancing Gearbox Fault Detection and Optimal Fault Recognition in Wireless Sensor Network Environments

The proposed EGFD-FDWSN-VIPINN approach improves gearbox fault detection and recognition performance in noisy and resource-constrained wireless sensor network environments.

T. Srinivas, Swapna Siddamsetti, T. Babu et al. · 0 citations
Conference Jul 2026

Machine Learning-based Predictive Maintenance for Industrial IoT Devices using Google Cloud AI Platform

Predictive maintenance (PdM) in Industrial Internet of Things (IIoT) environments plays a vital role in minimizing unplanned downtime, improving operational efficiency, and spreading equipment lifespan. This paper presents a Machine Learning (ML)-based predictive maintenance basis deployed on Google Cloud AI Platform f...

More Praveen, V.Jyothi, Dhondi Panduranga et al. · 0 citations

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