Decision Transformer policy for secondary frequency control with algebraic and swing-equation safety verification reduces area control error integral by over 99% versus tuned AGC on NPCC 140-bus system while maintaining 59.4 Hz nadir and ~10 ms latency.
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Generative Autonomous Grid Control: Integrating Decision Transformers with a Two-Stage Safety Stack
Decision Transformer policy for secondary frequency control with algebraic and swing-equation safety verification reduces area control error integral by over 99% versus tuned AGC on NPCC 140-bus system while maintaining 59.4 Hz nadir and ~10 ms latency.