New AI System Detects Electricity Theft in Smart Grids With 96% Accuracy

Researchers introduced SmartGuard Energy Intelligence System (SGEIS), an AI framework combining deep learning and graph neural networks to detect electricity theft and non-technical losses in smart grids. The system achieved 96% accuracy identifying high-risk nodes while providing interpretability through appliance-level consumption analysis, offering utilities a scalable solution to combat billions in annual losses.