ExtendedProfile-WindPower-Forecasting

Extended Profile Including Surface-Layer Wind Speed for Farm-Scale Power Forecasting

This repository contains the code used to reproduce the results and figures in the associated GRL submission.

Data

The dataset is archived at Science Data Bank (DOI: 10.57760/sciencedb.37695).

After downloading, place the data files into:

data/

Requirements

Install dependencies:

pip install -r requirements.txt

Reproducing Figures

Figure 1: python figures/figure-1-a.py python figures/figure-1-b.py python figures/figure-1-c.py

Figure 2: python figures/figure-2-a-0.py ...

Figure 3: python figures/figure-3-a.py ...

Figure 4: python figures/figure-4-abcd.py

Flow Regime Classification

The flow regime classification method is implemented in:

methods/method_classify_regime.py