ZongXR / Baidu_KDD_CUP_2022
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.
☆14Updated 2 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
- KDDCUP2022 Spatial Dynamic Wind Power Forecasting Paddle Track Sixth Place Solution☆22Updated 2 years ago
- wind_power_forecast☆34Updated 2 years ago
- Code for Deep Spatio Temporal Wind Power Forecasting☆46Updated 2 years ago
- KDDCUP2022 WPF Competition☆11Updated 2 years ago
- ☆20Updated 2 years ago
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆55Updated 2 years ago
- KDD Cup 2022 spatial dynamic wind power forecast challenge solution.☆83Updated 2 years ago
- Codes for kddcup2022☆16Updated 2 years ago
- A combined LSTM and LightGBM framework for improving deterministic and probabilistic wind energy forecasting☆31Updated 4 years ago
- ☆19Updated last year
- Spatiotemporal Attention Networks for Wind Power Forecasting☆74Updated 5 years ago
- This project implements a bagging based spatio-temporal regression model for wind power forecasting.☆13Updated 7 years ago
- Codes for "Deep Concatenated Residual Network with Bidirectional LSTM for Short-term Wind Power Forecasting" by Min-seung Ko☆30Updated 4 years ago
- 本赛题要求选手基于风力海况气象数据、风机性能数据等,针对复杂多变气象和海况条件的深度耦合影响,提出海上风电 出力预测模型,提升模型精度以及在工程应用中的可信度,为大规模风电接入下的能源安全可靠运行提供保障。A榜得分0.06490342,排名83;B榜得分0.06745705,…☆18Updated last year
- Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustaina…☆21Updated last year
- This repository includes the code for the paper titled as "Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Fo…☆13Updated 2 years ago
- Code for paper "Continuous and Distribution-free Probabilistic Wind Power Forecasting: A Conditional Normalizing Flow Approach" https:…☆20Updated last month
- An interpretable probabilistic model for short-term solar power forecasting using natural gradient boosting☆15Updated 3 years ago
- Explainable Wind Power Forecast with Lale & AIX360☆27Updated 4 years ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆18Updated 10 months ago
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆36Updated last year
- ☆37Updated 9 months ago
- Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.☆12Updated 3 years ago
- Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0☆77Updated 10 months ago
- Comparison study of GB, XGB, LGBM and NN's performance in probabilistic load forecasting☆25Updated 5 years ago
- 3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting☆119Updated last year
- Multivariate Time Series Forecasting with Graph Neural Networks☆13Updated 2 years ago
- AI for predicting wind power from historical wind data and wind forecasts☆19Updated 8 years ago
- Welcome to the SOLETE platform. These scripts are meant to help you using the homonymous dataset [1] and to replicate the results from th…☆11Updated last year
- Adaptive Data Analysis Applied to Wind Power Forecasting☆11Updated 5 months ago