Author

M. Ajour

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Open access 2026

Data-Driven Flexibility Envelopes From AMI for Reliable Grid-Interactive Load Dispatch in Cooling-Dominated Power Systems

Incorporation of large controllable loads into grid services requires operationally viable flexibility constraints that is operationally viable. Here, empirical flexibility denotes the demand-side operating envelope — hourly capacity bounds, ramp-rate limits, and an energy-neutrality tolerance — inferred directly from...

Mousa A. Aljabri, M. Ajour, Fahd A. Hariri et al. · IEEE Access · 1 citation

Open access Jul 2026

AMI-Informed Hierarchical Deep Reinforcement Learning–Model Predictive Control for Coordinated EV, PV, and Battery Energy Management in Campus Microgrids

An AMI-to-control pipeline that transforms historical 15 min smart-meter measurements into operational flexibility features and embeds them into a hierarchical SAC–MPC architecture remains computationally feasible across EV penetration, seasonal, and forecast-uncertainty scenarios.

Mousa A. Aljabri, Mohammed O. Bahabri, Nasser A. Alakhrash et al. · Energies · 2 citations