Electromagnetic Transient (EMT) Simulation Algorithm for Evaluation of Photovoltaic (PV) Generation Systems
- ORNL
Use of inverter-based resources facilitating renewable energy resources such as photovoltaic (PV) generation is increasing rapidly with decreasing costs and reduced emissions associated. To accommodate such rapid growth of inverter-based resources like PV systems, electromagnetic transient (EMT) simulation models of both PV systems and grids are required to analyze the interaction of PVs in the grid (like the post-event analysis). In addition, the EMT simulation would help with the planning of future power grid with a large number of PVs as well as other inverter-based distributed generation systems. In this paper, the EMT simulation models of PV systems and grids are developed based on the differential algebraic equations (DAEs) representing their EMT dynamics. Furthermore, advanced simulation algorithms including numerical stiffness-based hybrid discretization, DAE clustering and aggregation, multi-order integration, and matrix splitting approaches are applied to accelerate the EMT simulation. The proposed algorithm was applied to 125 PV inverters within 52-bus medium-voltage (MV) distribution grid.
- Research Organization:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Organization:
- USDOE; USDOE Office of Energy Efficiency and Renewable Energy (EERE)
- DOE Contract Number:
- AC05-00OR22725
- OSTI ID:
- 1817500
- Country of Publication:
- United States
- Language:
- English
Similar Records
Electromagnetic Transient Simulation of Large-Scale Inverter-Based Resources With High-Granularity
Electromagnetic Transient (EMT) Simulation Algorithms for Evaluation of Large-Scale Extreme Fast Charging Systems (T&D Models)
Reinforcement Learning-Based Approach for EMT Automation of Large-Scale PV Plants
Journal Article
·
Wed Oct 01 20:00:00 EDT 2025
· IEEE Open Access Journal of Power and Energy
·
OSTI ID:3002647
Electromagnetic Transient (EMT) Simulation Algorithms for Evaluation of Large-Scale Extreme Fast Charging Systems (T&D Models)
Journal Article
·
Sun Oct 09 20:00:00 EDT 2022
· IEEE Transactions on Power Systems
·
OSTI ID:1895217
Reinforcement Learning-Based Approach for EMT Automation of Large-Scale PV Plants
Conference
·
Mon Jul 01 00:00:00 EDT 2024
·
OSTI ID:3002913