Prediction of wind turbine power generation from real-time SCADA data
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- Jupyter Notebook
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windturbine
Here are 24 public repositories matching this topic...
☴ Statistics for your wind power projects
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- Python
Repository containing OpenAFPM wind turbine CAD model.
freecad wind-turbine renewable-energy wind-turbine-simulation windturbine wind-power wind-turbine-generator
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- Python
CVA-PLSR for detecing faults in wind turbines
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- MATLAB
Wind Turbine Data Visualisation Interface developed at University of Strathclyde - Technology & Innovation Centre
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- Python
OrcaFlex python API (OrcFxAPI) to automate pre and post processing FOWT simulations.
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- Python
The present repository shares the neural network algorithm described in the manuscript: Wind turbine power coefficient models based on neural networks and polynomial fitting. The power coefficient parameter represents the aerodynamic wind turbine efficiency. The MATLAB function can be directly downloaded as well as the polynomial coefficients. T…
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- MATLAB
Repository for the Q4 2021 assignments of the course Wind Turbine Aeroelasticity (AE4W21-14) at TU Delft.
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- Python
Code associated with the paper "RANS wake surrogate: Impact of Physics Information in Neural Networks"
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- Jupyter Notebook
Repository for wind turbine design using HAWC2S, HAWCStab2 and HAWC2. Based on the Loads, Aerodynamics and Control course at DTU.
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- Python
Repository for the Q3-Q4 2021 assignments of the course Rotor Wake Aerodynamics (AE4135) at TU Delft.
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- Jupyter Notebook
Basic design routine for domestic wind turbine design
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- Python
Main repository for the 50 kW reference wind turbine designed by the University of Florence (Italy)
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- F*
Simple electricity production and consumption simulator based on simulated weather conditions.
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- TypeScript
Simulations of windturbine at sea subject to waves and earthquakes. Powerful animated visualiser of motes and deflection. Euler-Bernoulli beam theory.
python sustainability simulation ocean partial-differential-equations ordinary-differential-equations numerical-methods pde 3d windturbine
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- Python
Personalised FAST codes based on FAST v8 with the implementation of TRD
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- Fortran
A program to process the data in the fatigue tests of full-scale wind turbine blades.
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- Python
Analysis of wind turbine data for a given location
climate wind climate-data wind-turbine renewable-energy renewables energy-analysis windturbine streamlit open-meteo-api
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- Python
database of the operation of a simulated wind turbine based on the GE 1.5s model
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- Python
Measure blade geometry and centroid movement within structured grids using computer vision so that the mechanical performance of wind turbine blades can be assessed without manual measurement.
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- Jupyter Notebook
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