3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting

Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.

KDD Cup 2022 spatial dynamic wind power forecast challenge solution.

[KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022

Wind Power Forecasting using Machine Learning techniques.

Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustainable Energy

Code for paper "Continuous and Distribution-free Probabilistic Wind Power Forecasting: A Conditional Normalizing Flow Approach" https://arxiv.org/abs/2206.02433

Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.

python scripts for wind turbine data cleaning

Probabilistic Wind Power Forecasting with R

Code and experiments related to the paper: 'Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference'

Trabalho de conclusão do curso de Ciência de Dados e Big Data da PUC Minas