🔹 Topology optimization actions
🔹 Redispatch & curtailment operations
🔹 Idle & recovery heuristics
🔹 CMDP-based constraints (overload, islanding, load shedding)
🔹 Topology optimization actions
🔹 Redispatch & curtailment operations
🔹 Idle & recovery heuristics
🔹 CMDP-based constraints (overload, islanding, load shedding)
✅ AC power flow
✅ Multi-step physics simulation
✅ Operator heuristics
✅ Real-time contingencies
✅ Safety constraints
✅ AC power flow
✅ Multi-step physics simulation
✅ Operator heuristics
✅ Real-time contingencies
✅ Safety constraints
📊 Complex, dynamic, hierarchical systems
📉 Traditional solvers hit scalability walls
🌪️ Control challenges driven by VRE, demand-side volatility
RL is promising for grid control, but it must be grounded and advanced realistic benchmarks!
📊 Complex, dynamic, hierarchical systems
📉 Traditional solvers hit scalability walls
🌪️ Control challenges driven by VRE, demand-side volatility
RL is promising for grid control, but it must be grounded and advanced realistic benchmarks!