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Top 11 renewable-energy open source projects

My master's dissertation on wind turbine fault prediction using machine learning

✭ 31

Jupyter Notebook python energy jupyter-notebook renewable-energy wind-turbines

The model for the REopt API, which is used as the back-end for the REopt Webtool (reopt.nrel.gov/tool), and can be accessed directly via the NREL Developer Network (https://developer.nrel.gov/docs/energy-optimization/reopt/v1)

✭ 53

python PowerBuilder julia shell HTML ruby optimization nrel renewable-energy reopt-lite-api

Forecasting-Solar-Energy

Forecasting Solar Power: Analysis of using a LSTM Neural Network

✭ 23

Jupyter Notebook data-science lstm forecasting machinelearning deeplearning solar-energy renewable-energy dataengineering neuralnetworks solarpower electricity-grid forecasting-solar-power

glaes

Geospatial Land Availability for Energy Systems

✭ 27

python Dockerfile energy geospatial renewable-energy geospatial-analysis

euro-calliope

A workflow to build models of the European electricity system for Calliope.

✭ 23

python energy research conda europe renewable-energy calliope-models

solar-forecasting-RNN

Multi-time-horizon solar forecasting using recurrent neural network

✭ 29

Jupyter Notebook python pytorch solar rnn predictive-modeling renewable-energy solar-forecasting multi-time-horizon

pyGRETA

python Generator of REnewable Time series and mAps

✭ 27

python csp gis wind high-resolution pv renewable-energy potentials renewable-timeseries

awesome-energy-forecasting

list of papers, code, and other resources

✭ 31

wind-speed energy-data solar-energy renewable-energy wind-energy clean-energy time-series-prediction time-series-forecasting building-energy solar-forecasting wind-energy-analytics energy-prediction wind-forecasting building-energy-forecasting

renewcast

Renewcast: Forecasting Renewable Electricity Generation in EU Countries.

✭ 28

Jupyter Notebook machine-learning time-series renewable-energy time-series-forecasting streamlit pycaret

3D-PV-Locator

Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

✭ 35

python ai computer-vision deep-learning remote-sensing solar satellite-imagery climate-change renewable-energy inception-v3 pv-systems solar-panels deeplabv3 network-planning deepsolar neurips-2020

1-11 of 11 renewable-energy projects