A Probabilistic Solar Irradiance Interval-Valued Prediction Model with Multi-Objective Optimization of Reliability, Sharpness and Stability-Reference-Cited by-同舟云学术

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A Probabilistic Solar Irradiance Interval-Valued Prediction Model with Multi-Objective Optimization of Reliability, Sharpness and Stability

Published:2023-12-08 Issue: Volume: Page:
ISSN:
Container-title:2023 13th International Conference on Information Science and Technology (ICIST)
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Author:

Zhang Xueli¹,Lai Chun Sing²,Ng Wing W. Y.¹,Xu Shichao²,Wu Xiaomei¹,Zhang Jianjun²,Pan Keda²,Wang Ting³,Zhao Zhuoli²,Lai Loi Lei²

Affiliation:

1. School of Computer Science and Engineering, South China University of Technology,Guangzhou,China

2. School of Automation, Guangdong University of Technology,Guangzhou,China

3. School of Medicine, South China University of Technology,Guangzhou First People's Hospital,Department of Radiology,Guangzhou,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10366518/10366520/10367072.pdf?arnumber=10367072

Reference33 articles.

1. A deep learning model for intra-day forecasting of solar irradiance using satellite-based estimations in the vicinity of a PV power plant

2. Irradiance prediction intervals for PV stochastic generation in microgrid applications

3. Simulation of solar radiation on metropolitan building surfaces: A novel and flexible research framework

4. A CEEMD-ARIMA-SVM model with structural breaks to forecast the crude oil prices linked with extreme events

5. Modeling water vapor impacts on the solar irradiance reaching the receiver of a solar tower plant by means of artificial neural networks

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