PK-SDRL uses process-distance-guided action processing and a primal-dual correction budget to make deep RL dispatch of steelmaking loads both safe and cheaper than rolling MILP in the reported case studies.
Incorporating multi-energy industrial parks into power system operations: A high- dimensional flexible region method,
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Process-Knowledge-Embedded Safe DRL for Real-Time Dispatch of Process Loads in Industrial Microgrids
PK-SDRL uses process-distance-guided action processing and a primal-dual correction budget to make deep RL dispatch of steelmaking loads both safe and cheaper than rolling MILP in the reported case studies.