A TCN-Based Hybrid Forecasting Framework for Hours-Ahead Utility-Scale PV Forecasting-Reference-Cited by-同舟云学术

A TCN-Based Hybrid Forecasting Framework for Hours-Ahead Utility-Scale PV Forecasting

Published:2023-09 Issue:5 Volume:14 Page:4073-4085
ISSN:1949-3053
Container-title:IEEE Transactions on Smart Grid
language:
Short-container-title:IEEE Trans. Smart Grid

Author:

Li Yiyan¹^ORCID,Song Lidong²^ORCID,Zhang Si²,Kraus Laura³,Adcox Taylor³,Willardson Roger³,Komandur Abhishek³^ORCID,Lu Ning²^ORCID

Affiliation:

1. College of Smart Energy, Shanghai Jiao Tong University, Shanghai, China

2. Electrical and Computer Engineering Department, Future Renewable Energy Delivery and Management Systems Center, North Carolina State University, Raleigh, NC, USA

3. Data Analytics Team, Strata Clean Energy, Durham, NC, USA

Funder

U.S. Department of Energy’s Office of Energy Efficiency and Renewable Energy (EERE) through the Solar Energy Technologies Office

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Computer Science

Link

https://ieeexplore.ieee.org/ielam/5165411/10226523/10017379-aam.pdf

Reference38 articles.

1. A comparison of day-ahead photovoltaic power forecasting models based on deep learning neural network

2. Spatio-temporal graph neural networks for multi-site PV power forecasting

3. Ensemble spatiotemporal forecasting of solar irradiation using variational Bayesian convolutional gate recurrent unit network

4. Very deep convolutional networks for large-scale image recognition;simonyan;arXiv 1409 1556,2014

5. Short-term solar PV forecasting using computer vision: The search for optimal CNN architectures for incorporating sky images and PV generation history

Cited by 16 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Hybrid Dual Stream ProbSparse Self-Attention Network for spatial–temporal photovoltaic power forecasting;Energy;2024-10

2. Operational risk assessment of hydropower units based on PSSCA-VMD-CNN-GBiLSTM and multi-feature fusion;Computers and Electrical Engineering;2024-09

3. Multivariate Resource Usage Prediction With Frequency-Enhanced and Attention-Assisted Transformer in Cloud Computing Systems;IEEE Internet of Things Journal;2024-08-01

4. Bionic fusion perspective: Audiovisual-motivated integration network for solar irradiance prediction;Energy Conversion and Management;2024-08

5. A Photovoltaic Prediction Model with Integrated Attention Mechanism;Mathematics;2024-07-04