Mohammad Ali

AI-Powered Fault Prediction in 1100-kV Power Transmission Systems: From Algorithm-Driven Protection to Intelligent, Predictive Systems

Abstract Ultra-high-voltage (UHV) 1100-kV ac corridors carry 5-GW-class transfers over hundreds of kilometres, so a slow, missed or unnecessary trip has system-level consequences. Numerical protection is algorithm-driven: it reacts only after a fault and loses reach for high-resi...

Performance Analysis for Leveraging AI to Reduce Energy Consumption of a Data Center: A Safe Deep Reinforcement Learning and Workload-Aware Framework

Abstract Electricity demand from data centers is rising quickly with the deployment of artificial intelligence (AI), and cooling remains the largest non-IT load, particularly in hot-arid climates. This paper presents a performance analysis of leveraging AI to reduce the energy co...

AI-Powered Robotics for Reliable, Stable, and Robust Operation and Maintenance of Power Systems: Architecture, Unified Modeling, and Quantitative Evaluation

Abstract Robotic inspection and artificial intelligence (AI) are increasingly used in power-system operation and maintenance (O&M), yet they are usually evaluated in isolation—by image-detection accuracy or robot mobility—rather than by their effect on the quantities utilities ar...