2 papers
cs.LG2024
Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting
Asif Iqbal, Prosanta Gope, Biplab Sikdar
Accurate load forecasting is crucial for energy management, infrastructure planning, and demand-supply balancing. Smart meter data availability has led to the demand for sensor-bas…
cs.LG2023
A Novel DDPM-based Ensemble Approach for Energy Theft Detection in Smart Grids
Xun Yuan, Yang Yang, Asif Iqbal +2
Energy theft, characterized by manipulating energy consumption readings to reduce payments, poses a dual threat-causing financial losses for grid operators and undermining the perf…