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Author

D. Santhakumar

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Aug 2026

A Hybrid Forecasting and Optimization Framework for Electric Vehicle Scheduling in Virtual Power Plants

The present study proposes a hybrid energy management (EM) framework for vehicle‐to‐grid (V2G) enabled virtual power plants (VPPs), integrating Green Anaconda Optimization (GAO) with a Pyramidal Dilation Attention Convolutional Neural Network (PDACNN) for cost‐efficient and adaptive scheduling. The PDACNN module fo...

Hodade Dipali Nagnath, A. Revathi, Melam Thirupathaiah et al. · 0 citations
Conference Aug 2026

Immune-Regulated Swarm Intelligence for Energy- Stable Routing in Mobile AdHoc Networks

Mobile Ad Hoc Networks (MANETs) are characterized by dynamic topology, limited node energy, and frequent link failures, which collectively pose significant challenges to reliable and energy-stable routing. Existing routing protocols and bio-inspired optimization techniques often rely on static parameter tuning, suffer...

S. John, J. Thangaraj, D. Santhakumar · 0 citations
Jul 2026

Wolf‐Bird Optimization Algorithm and PROMETHEE‐Based Energy and Secure Cluster‐Routing Protocol for Green Communication in IoT

This WBOAICM scheme uses a fitness function formulated using delay, energy, distance, jitter, and packet forwarding potential to facilitate energy and trustful nodes to be selected as CHs in the clustering process, which minimize energy utilization to extend network lifetime.

J. Rani, D. Santhakumar · 0 citations

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