open-source-quartz-solar-forecast
Solar Forecaster
Provides an open-source solar forecast tool using weather prediction models
Open Source Solar Site Level Forecast
71 stars
6 watching
56 forks
Language: Jupyter Notebook
last commit: 11 months ago
Linked from 1 awesome list
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
| openclimatefix/quartz-frontend | An application for predicting solar electricity generation using machine learning and satellite imagery | 103 |
| openclimatefix/pvoutput | Downloads solar photovoltaic data from PVOutput.org API | 34 |
| openclimatefix/metnet | An implementation of Google Research's MetNet and MetNet-2 weather forecasting models using PyTorch. | 245 |
 woheller69/solxpect | An app that forecasts solar power output based on weather data and user-input parameters. | 83 |
| openclimatefix/graph_weather | An implementation of a forecasting model using graph neural networks to predict global weather patterns. | 209 |
 openstef/openstef | A package designed to automate machine learning pipelines for short-term energy forecasting using Python. | 94 |
 solararbiter/solarforecastarbiter-core | Package providing data gathering, validation, processing, and reporting functionality for solar forecasting applications. | 35 |
 ncpp/ocgis | A Python package for geospatial manipulation and analysis of climate datasets stored in various formats | 70 |
 colasgael/machine-learning-for-solar-energy-prediction | Develops a predictive model to forecast the power production of solar panels based on weather data | 240 |
| openclimatefix/satip | A library for processing satellite image data | 40 |
 renewables-ninja/gsee | A Python-based library for fast and easy solar energy simulations. | 124 |
 open-earth-foundation/openclimate | Provides a centralized repository of climate data and API for tracking climate action | 46 |
 pypsa/atlite | A Python library for converting weather data into energy system data | 283 |
 sunpower/pvfactors | Calculates irradiance incident on photovoltaic arrays based on input data and parameters | 81 |
 cigroup-ol/windml | A Python package providing an easy-to-use interface to wind data sources for renewable energy forecasting and prediction | 130 |