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
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)