Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected to accurately estimate the wind power supply of a wind farm.
☆24Aug 9, 2022Updated 4 years ago
Alternatives and similar repositories for Baidu_KDD_CUP_2022
Users that are interested in Baidu_KDD_CUP_2022 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustaina…☆25Dec 6, 2023Updated 2 years ago
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 4 years ago
- KDDCUP2022 Spatial Dynamic Wind Power Forecasting Paddle Track Sixth Place Solution☆23Sep 5, 2022Updated 4 years ago
- Codes for "Deep Concatenated Residual Network with Bidirectional LSTM for Short-term Wind Power Forecasting" by Min-seung Ko☆39Dec 15, 2020Updated 5 years ago
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆71Feb 25, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Codes for kddcup2022☆17Aug 5, 2022Updated 4 years ago
- 3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting☆157Sep 21, 2023Updated 3 years ago
- AI for predicting wind power from historical wind data and wind forecasts☆19Mar 10, 2017Updated 9 years ago
- ☆19Jun 15, 2023Updated 3 years ago
- Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.☆13Apr 7, 2022Updated 4 years ago
- Code for Deep Spatio Temporal Wind Power Forecasting☆60Jun 23, 2022Updated 4 years ago
- Code for paper "Continuous and Distribution-free Probabilistic Wind Power Forecasting: A Conditional Normalizing Flow Approach" https:…☆24Feb 22, 2025Updated last year
- Using AI and ML to predict electricity generation from renewable energies (wind photovoltaics) based on weather data.☆14Aug 29, 2024Updated 2 years ago
- This project implements a bagging based spatio-temporal regression model for wind power forecasting.☆13Apr 2, 2018Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Wind Power forecasting for the day-ahead energy market - Data Challenge☆37Mar 30, 2021Updated 5 years ago
- Wind Power Forecasting using Machine Learning techniques.☆37Mar 25, 2023Updated 3 years ago
- Machine Learning, Data Visualisation☆15Feb 18, 2020Updated 6 years ago
- This study considers the prediction and forecasting of solar and wind power generation on a country-wide basis for the Greek energy grid.☆17Jan 12, 2021Updated 5 years ago
- This respiratory contains the implementation codes of wind-speed prediction in energy forecasting. This study focused on deep neural netw…☆11Nov 11, 2022Updated 3 years ago
- A simple python module for using a variety of wake models in a single wind farm optimization structure.☆11Jun 10, 2024Updated 2 years ago
- A combined LSTM and LightGBM framework for improving deterministic and probabilistic wind energy forecasting☆38Jun 1, 2020Updated 6 years ago
- Black Widow Optimization implemented in pure Python.☆14Oct 6, 2022Updated 4 years ago
- Forecasting the power generated by wind turbines using Deep Neural Networks and Clustering Approach☆22Feb 23, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- wind_power_forecast☆42Jul 29, 2022Updated 4 years ago
- Repository hosting the code and dataset of the project titled "Short-term Renewable Energy Forecasting in Greece using Prophet Decomposit…☆27Jul 22, 2022Updated 4 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- Using Machine Learning and R to Forecast Wind Energy in the California Power Grid ⚡💨📈☆11Apr 9, 2024Updated 2 years ago
- 博士学位论文答辩PPT，LaTeX Beamer 制作☆13Jul 7, 2023Updated 3 years ago
- [ICLR 2026] Official implementation of the paper "Local Geometry Attention for Time Series Forecasting under Realistic Corruptions"☆15Feb 24, 2026Updated 8 months ago
- implementations sde-net☆14Dec 8, 2020Updated 5 years ago
- Wind Power Forecasting Based on Hybrid CEEMDAN-EWT Deep Learning Method☆113Sep 28, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GrpahTrail: Translating GNN Predictions into Human-Interpretable Logical Rules☆10Jun 12, 2026Updated 4 months ago
- ☆13Jun 27, 2024Updated 2 years ago
- MATMTDC is a free open source Matlab based program for performing dynamic analysis of AC/DC hybrid power systems. It is inspired by MatPo…☆13May 4, 2021Updated 5 years ago
- Explainable Wind Power Forecast with Lale & AIX360☆30May 9, 2020Updated 6 years ago
- ☆16Jul 10, 2023Updated 3 years ago
- Matlab toolbox for dynamic linear models☆13Jul 7, 2021Updated 5 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆31Dec 8, 2022Updated 3 years ago