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Found 10 papers, 3 papers with code
Hybrid Symbolic-Numeric Library for Power System Modeling and Analysis
This paper proposes a two-layer hybrid library consisted of a symbolic layer for descriptive modeling and a numeric layer for vector-based numerical computation.
Effective Parallelism for Equation and Jacobian Evaluation in Power Flow Calculation
This letter investigates parallelism approaches for equation and Jacobian evaluations in large-scale power flow calculation.
Encoding Frequency Constraints in Preventive Unit Commitment Using Deep Learning with Region-of-Interest Active Sampling
Frequency-constrained unit commitment (FCUC) is proposed to address this challenge.
Andes_gym: A Versatile Environment for Deep Reinforcement Learning in Power Systems
The environment leverages the modeling and simulation capability of ANDES and the reinforcement learning (RL) environment OpenAI Gym to enable the prototyping and demonstration of RL algorithms for power systems.
Decentralized and Coordinated Vf Control for Islanded Microgrids Considering DER Inadequacy and Demand Control
Then, a decentralized and coordinated control framework is proposed to regulate the output of inverter based generations and reallocate limited DER capacity for Vf control.
Fusion of Model-free Reinforcement Learning with Microgrid Control: Review and Vision
Challenges and opportunities coexist in microgrids as a result of emerging large-scale distributed energy resources (DERs) and advanced control techniques.
Impact of Internal Algebraic Variable Treatment on Transient Stability Simulation Performance
It is a general notion that, in transient stability simulations, reducing the number of algebraic variables for the differential-algebraic equations (DAE) can improve the simulation performance.
Virtual Inertia Scheduling for Power Systems with High Penetration of Inverter-based Resources
Then, VIS-based real-time economic dispatch (VIS-RTED) is formulated to minimize generation and reserve costs, with a full consideration of dynamic frequency constraints and derived inertia support reserve constraints.
DiME and AGVis: A Distributed Messaging Environment and Geographical Visualizer for Large-scale Power System Simulation
This paper introduces the messaging environment and the geographical visualization tool of the CURENT Large-scale Testbed (LTB) that can be used for large-scale power system closed-loop simulation.
Bus Admittance Matrix Revisited: Is It Outdated on Modern Computers?
Bus admittance matrix is widely used in power engineering for modeling networks.
