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Muhammad Ahsan Niazi

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Open access Aug 2026

Dynamic Interval Forecasting-Based Demand Response Scheduling for Hydrogen-Battery Microgrids Under Renewable Uncertainty

High penetration of wind and photovoltaic generation introduces significant uncertainty into microgrid operation, particularly when renewable resources are coordinated with hydrogen storage, battery storage, grid interaction, and flexible demand. This paper proposes a demand-response-assisted chance-constrained sched...

Muhammad Usama Zafar, Xiaojia Wang, Muhammad Ahsan Niazi et al. · 0 citations

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