Solar Irradiance Prediction Interval Estimation and Deterministic Forecasting Model Using Ground-based Sky Image-Reference-Cited by-同舟云学术

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Solar Irradiance Prediction Interval Estimation and Deterministic Forecasting Model Using Ground-based Sky Image

Published:2022-05-02 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE/IAS 58th Industrial and Commercial Power Systems Technical Conference (I&CPS)
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Author:

Zhang Xinyang¹,Zhen Zhao¹,Sun Yiqian²,Zhang Yagang³,Ren Hui¹,Ma Hui⁴,Yang Jian⁴,Wang Fei¹

Affiliation:

1. North China Electric Power University,Department of Electrical Engineering,Baoding 071003,China

2. State Grid Xinjiang Electric Power Co., Ltd,Dispatch and Control Center,Urumqi 830018,China

3. North China Electric Power University,Department of Mathematics and Physics,Baoding 071003,China

4. Beijing Goldwind Smart Energy Technology Co., Ltd.,Beijing 100176,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9773361/9773787/09773822.pdf?arnumber=9773822

Reference33 articles.

1. Modelling the clear-sky intensity distribution using a sky imager

2. Densely Connected Convolutional Networks

3. Prediction Intervals for Short-Term Photovoltaic Generation Forecasts

4. Solar irradiance resource and forecasting: a comprehensive review

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1. Extending intraday solar forecast horizons with deep generative models;Applied Energy;2025-01

2. Photovoltaic Power Forecasting Using Sky Images and Sun Motion;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. Solar PV Generation Prediction Based on Multisource Data Using ROI and Surrounding Area;IEEE Transactions on Geoscience and Remote Sensing;2024

4. Open-source sky image datasets for solar forecasting with deep learning: A comprehensive survey;Renewable and Sustainable Energy Reviews;2024-01

5. A Transformer-based multimodal-learning framework using sky images for ultra-short-term solar irradiance forecasting;Applied Energy;2023-07

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