Acceleration of Power System Dynamic Simulations using a Deep Equilibrium Layer and Neural ODE Surrogate.
Matthew BossartJosé Daniel LaraCiaran M. RobertsRodrigo Henriquez-AubaDuncan S. CallawayBri-Mathias S. HodgePublished in: CoRR (2024)
Keyphrases
- power system
- dynamic characteristics
- power grid
- optimal power flow
- power generation
- computational intelligence
- smart grid
- electrical power systems
- economic dispatch
- transmission line
- voltage stability
- reactive power
- neural network
- expert systems
- power flow
- reduced order model
- load forecasting
- differential equations
- np hard
- machine learning