Physics-informed ML derives a closed-form VSM expression from T&D co-simulations that is linearized and embedded in TSO-DSO optimization to enforce minimum stability margins online.
Improving Online V oltage Stability Monitoring in Smart Grids: A Physics-Informed Guided Deep Learning Model
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Online Long-Term Voltage Stability Margin Estimation for IBR/DER Dominated Power System with Integrated VSM-Aware TSO-DSO Framework
Physics-informed ML derives a closed-form VSM expression from T&D co-simulations that is linearized and embedded in TSO-DSO optimization to enforce minimum stability margins online.