Year : 2026
AI-Based energy consumption forecasting in smart homes using multi-Algorithm analysis across temporal resolutions
Cite this Research Publication : Devanathan B, Jnana Varshitha K, Pavan Kumar L, Pavan Manelllore, Lakshmanan SA, Kayalvizhi S, Suyampulingam A, AI-Based energy consumption forecasting in smart homes using multi-Algorithm analysis across temporal resolutions, Results in Engineering, Elsevier BV, 2026, https://doi.org/10.1016/j.rineng.2026.109272
Publisher : Elsevier BV
Year : 2025
Explainable AI Framework Using XGBoost With SHAP and LIME for Multi-Scale Household Energy Forecasting
Cite this Research Publication : B. Devanathan, K. Jnana Varshitha, L. Pavan Kumar, S. A. Lakshmanan, N. Krishna Prakash, Explainable AI Framework Using XGBoost With SHAP and LIME for Multi-Scale Household Energy Forecasting, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3602673
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Nonlinear Model Predictive Control for Internet of Things Using Particle Swarm Optimization and Cloud Computing
Cite this Research Publication : B. Devanathan, P. Selvaraj, A. Suyampulingam, Nonlinear Model Predictive Control for Internet of Things Using Particle Swarm Optimization and Cloud Computing, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3554719
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
A Cloud-Integrated Virtual Framework for LSTM-Driven Solar Forecasting and Residential Energy Management
Cite this Research Publication : B. Devanathan, A. Suyampulingam, P. Selvaraj, Ilango Karuppasamy, T. Ilamparithi, A Cloud-Integrated Virtual Framework for LSTM-Driven Solar Forecasting and Residential Energy Management, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3601722
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Prescribed time reliable platooning control for connected autonomous vehicles using neural network adaptive estimator approach
Cite this Research Publication : Balakrishnan Devanathan, Palanisamy Selvaraj, Arumugam Suyampulingam, Karuppasamy Ilango, Prescribed time reliable platooning control for connected autonomous vehicles using neural network adaptive estimator approach, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-025-89887-0
Publisher : Springer Science and Business Media LLC