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wind-power-forecasting

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LongxingTan / KDDCup2022-WPF

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

deep-learning time-series bert spatio-temporal kddcup wind-power-forecasting kdd2022

Updated Sep 21, 2023
Python

NickHan-cs / Spatio-Temporal-Data-Mining-Survey

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

map-matching trajectory-analysis trajectory spatio-temporal spatio-temporal-analysis spatio-temporal-data traffic-prediction trajectory-prediction spatio-temporal-prediction federated-learning traffic-signal-control estimated-time-of-arrival wind-power-forecasting spatio-temporal-representation

Updated Jul 2, 2024

shaido987 / KDD_wind_power_forecast

KDD Cup 2022 spatial dynamic wind power forecast challenge solution.

wind-power-forecasting kdd2022

Updated Oct 10, 2022
Python

BUAABIGSCity / KDDCUP2022

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

deep-learning spatio-temporal-prediction wind-power-forecasting mtgnn agcrn kddcup2022

Updated Feb 25, 2023
Python

vchaparro / wind-power-forecasting

Wind Power Forecasting using Machine Learning techniques.

energy random-forest svm pipelines forecasting mars wind ann knn machine-learning-pipelines mlflow-tracking-server kedro wind-power-forecasting data-science-challenge

Updated Mar 25, 2023
Python

honglinwen / Wind-power-forecasting-based-on-SVGP

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

machine-learning-models forecasting-model wind-power-forecasting gassian-process

Updated Dec 6, 2023
Jupyter Notebook

honglinwen / Conditional-normalizing-flow-for-wind-power-forecasting

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

deep-learning probabilistic-forecasting wind-power-forecasting conditional-normalizing-flows

Updated Feb 22, 2025
Jupyter Notebook

Marcoscos / windpowerforecastDTU

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

lstm deeplearning cnn-pytorch wind-power-forecasting

Updated Apr 7, 2022
Jupyter Notebook

ggoretti / data_cleaning

python scripts for wind turbine data cleaning

scada wind-turbine data-cleaning wind-power wind-power-forecasting

Updated Jul 14, 2021
Python

cemoze / probabilistic-wind-power-forecasting

Probabilistic Wind Power Forecasting with R

r probability forecast wind wind-energy probabilistic-forecasting wind-power wind-power-forecasting

Updated Oct 29, 2020
R

arshc0der / Wind_Power_Generation_Forecasting

Wind Power Generation Forecasting using Machine Learning A data-driven forecasting project that uses machine learning models to predict wind power generation based on historical energy and weather data. Includes preprocessing, EDA, model training, and performance evaluation--all inside a well-documented Jupyter Notebook.

python data-science machine-learning scikit-learn jupyter-notebook eda climate-data feature-engineering regression-models energy-efficiency forecasting-models renewable-energy time-series-analysis wind-energy ml-project green-energy power-generation environmental-data energy-prediction wind-power-forecasting

Updated Jul 14, 2025
Jupyter Notebook

yuehu-xm / TCOAT

"Temporal Collaborative Attention for Wind Power Forecasting" - Official Implementation

time-series prediction pytorch forecasting time-series-prediction time-series-forecasting wind-power-forecasting

Updated Aug 29, 2025
Python

612-Windpower-Forecast-Neural-Network / FinalCodes

Short-Term Wind Power Forecasting utilizing a Transformer model and a seasonally aware custom cosine annealing scheduler.

scheduler transformer forecasting-models seasonal-adjustment seasonality cosine-annealing transformer-architecture wind-energy-analytics transformer-models wind-power-forecasting seasonal-forecast

Updated Aug 23, 2025
Jupyter Notebook

Xiax24 / ExtendedProfile-WindPower-Forecasting

Code for reproducing results of extended vertical wind profile-based farm-scale power forecasting study.

machine-learning machine-learning-projects wind-power wind-power-forecasting ceemdan vertical-profile

Updated Feb 17, 2026
Python

AlexandreWNeto / TCC_data_science_PUC_Minas

Trabalho de conclusao do curso de Ciencia de Dados e Big Data da PUC Minas

machine-learning time-series-forecasting wind-power-forecasting

Updated Feb 4, 2024
Jupyter Notebook

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