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L. Suresh

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Conference Aug 2026

Dream Optimized Explainable Bayesian Gated Recurrent Unit for Remaining Useful Life and State of Health Prediction in Electric Vehicles

The Energy Storage System (ESS) is an important component of the Electric Vehicle (EV) system, wherein Lithium-ion (Li-ion) batteries are commonly deployed owing to high energy storage capacity and durability. But charging and discharging over time causes reduction in the efficiency of batteries. Further, degradation b...

Priya A Geevarghese, L. Suresh, Aneesh P. Thankachan · 0 citations
Conference Aug 2026

A Secure IoT-Based Biomedical Monitoring System Using Machine Learning–Driven Intrusion Detection and Data Encryption

IoT enables continuous patient monitoring and immediate response to healthcare needs by creating a connected environment where healthcare services can interact seamlessly and continuously with one another. However, IoT-based healthcare systems represent an attractive target for cybercriminals, as they hold sensitive me...

N. Nalini, M. R. Al-Mousa, D. Shahila et al. · 0 citations
Conference Aug 2026

Deep Learning Driven Traffic Sign Board Detection for Real Time Road Safety Monitoring

Traffic signs are road facilities that communicate, direct, limit, caution or teach information, whether in the form of words or symbols. As the demand for the intelligence of vehicles is on the rise, there is a great need to invent and identify traffic signs automatically using technology. Nonetheless, the identificat...

ASHWINI A, G. Santhiya, L. Suresh et al. · 0 citations
Conference Aug 2026

Energy Efficient Routing In Manet For Improved Communication Using Shrike Optimization Algorithm

Mobile Ad-hoc Networks (MANETs) are a useful means for communication in military and emergency situations, as well as for various types of smart sensors and other mobile applications, since they allow mobile nodes to interact with each other without relying on a fixed communication structure. However, fast-moving and u...

V. Vishu, S. Sivagnanam, L. Suresh et al. · 0 citations

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