OpenSTEF
E904619
OpenSTEF is an open-source project focused on short-term forecasting of electricity demand and generation to support grid reliability and flexibility.
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
energy forecasting tool
ⓘ
open-source software project ⓘ |
| aimsTo |
support grid flexibility
ⓘ
support grid reliability ⓘ |
| applicationArea |
distribution grid operations
ⓘ
renewable energy integration ⓘ transmission system operations ⓘ |
| domain |
electricity grids
ⓘ
power systems ⓘ |
| focusesOn |
short-term forecasting of electricity demand
ⓘ
short-term forecasting of electricity generation ⓘ |
| goal |
enable transparent and reproducible forecasting
ⓘ
facilitate collaboration in energy forecasting community ⓘ improve accuracy of short-term power forecasts ⓘ |
| hasFeature |
API for forecast generation
ⓘ
backtesting of forecasts ⓘ data preprocessing utilities ⓘ machine-learning-based forecasting models ⓘ model evaluation tools ⓘ model training pipeline ⓘ time-series forecasting ⓘ |
| isCollaborative | true ⓘ |
| isOpenSource | true ⓘ |
| license | open-source license ⓘ |
| promotes |
open data practices in energy forecasting
ⓘ
standardized forecasting workflows ⓘ |
| softwareType | Python-based project ⓘ |
| supports |
energy planners
ⓘ
grid operators ⓘ |
| supportsDataType |
calendar and event data
ⓘ
generation data ⓘ historical load data ⓘ weather data ⓘ |
| supportsTimeHorizon |
day-ahead forecasting
GENERATED
ⓘ
intra-day forecasting GENERATED ⓘ |
| supportsUseCase |
forecasting for congestion forecasting and mitigation
ⓘ
operational decision support ⓘ scenario analysis for grid planning ⓘ |
| targetUsers |
DSOs
NERFINISHED
ⓘ
TSOs NERFINISHED ⓘ data scientists in the power sector ⓘ energy researchers ⓘ grid operators ⓘ |
| usedFor |
balancing supply and demand
ⓘ
congestion management ⓘ generation forecasting ⓘ load forecasting ⓘ operational planning ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.