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Author

Surender Kumar

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Open access Aug 2026

Real-Time AI and Deep Learning–Driven Data Analytics for Networked Cyber-Physical Systems Using Edge Sensor Hardware

A layered edge-intelligence system that combines temporal convolutional networks with lightweight transformer encoders to deliver real-time anomaly detection and predictive control on edge sensor hardware is introduced to enable latency-constrained deep analytics in safety-critical cyber-physical systems.

Devraj Gautam, Kamya Dhingra, Surender Kumar et al. · 0 citations

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