M. Mohandass

IoT-Based Smart Energy Harvesting System Using Speed Breaker Mechanism

In modern urban environments, a significant amount of mechanical energy generated by moving vehicles is wasted, especially at road structures such as speed breakers. With the increasing demand for sustainable and renewable energy sources, there is a strong need to develop systems that can efficiently capture and utiliz...

NEV-HybridKAN: A Multi-Objective Energy Optimization and Predictive Maintenance Framework for New Energy Vehicles

A Cloud-Assisted Framework for Battery Fault Diagnosis and State Estimation via ThingSpeak IoT

Lithium-ion battery packs in electric vehicles and portable energy storage systems are susceptible to thermal accumulation during long-term charge-discharge cycling, which can lead to performance degradation, rapid capacity fade, and safety hazards. In this paper, a low-cost digital twin framework is proposed, and it c...

Predicting Distribution Transformer Failures Through Efficiency-Loss Trend Analysis on a Live Web Monitoring Platform

Power transformers are critical components in electrical power distribution systems, and their reliable operation is essential for maintaining grid stability. Conventional transformer monitoring methods primarily depend on periodic manual inspections, which may lead to delayed fault detection and increased maintenance...