ZongXR / DCIC2024-Offshore-Wind-PowerLinks
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,排名55
☆21Updated last year
Alternatives and similar repositories for DCIC2024-Offshore-Wind-Power
Users that are interested in DCIC2024-Offshore-Wind-Power are comparing it to the libraries listed below
Sorting:
- Code for Deep Spatio Temporal Wind Power Forecasting☆46Updated 3 years ago
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆57Updated 2 years ago
- wind_power_forecast☆36Updated 2 years ago
- ☆37Updated last year
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆18Updated 2 months ago
- ☆86Updated 2 years ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆27Updated 10 months ago
- Wind Power Forecasting Based on Hybrid CEEMDAN-EWT Deep Learning Method☆64Updated last year
- a multivariate time series deep spatiotemporal forecasting model with graph neural network (MDST-GNN) is proposed to solve the existing …☆33Updated 3 years ago
- ☆15Updated 5 months ago
- This repository includes the code for the paper titled as "Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Fo…☆14Updated 3 years ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆30Updated last year
- Codes for "Deep Concatenated Residual Network with Bidirectional LSTM for Short-term Wind Power Forecasting" by Min-seung Ko☆31Updated 4 years ago
- My personal PyTorch framework for multivariate time series forecasting.☆94Updated 4 months ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆24Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆47Updated 2 years ago
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆39Updated 2 years ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆14Updated 3 weeks ago
- A combined LSTM and LightGBM framework for improving deterministic and probabilistic wind energy forecasting☆34Updated 5 years ago
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆45Updated 8 months ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆175Updated last year
- An interpretable probabilistic model for short-term solar power forecasting using natural gradient boosting☆15Updated 3 years ago
- Probabilistic Load Forecasting Based on Adaptive Online Learning (APLF)☆62Updated last year
- ☆114Updated last year
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆92Updated 10 months ago
- ☆25Updated last year
- Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0☆79Updated last year
- The main code of our proposed multi-resolution interactive transformer☆11Updated 2 months ago
- ☆41Updated last year
- 多变量时序预测transformer☆16Updated 2 years ago