ModelicaGridData: Massive power system simulation data generation and labeling tool using Modelica and Python.
Sergio A. Dorado-RojasFernando FachiniTetiana BogodorovaGiuseppe LaeraMarcelo de Castro FernandesLuigi VanfrettiPublished in: SoftwareX (2023)
Keyphrases
- power system
- data generation
- reliability assessment
- active learning
- ieee bus
- dynamic characteristics
- optimal power flow
- computational intelligence
- streaming data
- economic dispatch
- artificial intelligence
- transmission line
- active power
- electrical power systems
- data streams
- learning algorithm
- reactive power
- economic load dispatch
- voltage stability
- real time
- high throughput
- power generation
- load forecasting
- change detection
- mathematical model
- sliding window
- anomaly detection
- semi supervised
- neural network