Prediction Interval Estimation and Deterministic Forecasting Model Using Ground-Based Sky Image

Author:

Zhang Xinyang1,Zhen Zhao1ORCID,Sun Yiqian2,Wang Fei1ORCID,Zhang Yagang3ORCID,Ren Hui1ORCID,Ma Hui4ORCID,Zhang Wei4

Affiliation:

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

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

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

4. Beijing Goldwind Smart Energy Technology Company, Ltd., Beijing, China

Funder

National Natural Science Foundation of China

Science and Technology Project of State Grid Xinjiang Electric Power Company

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Industrial and Manufacturing Engineering,Control and Systems Engineering

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1. 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

2. Modeling and analysis of distribution network with photovoltaic cells based on Markov global sensitivity;Frontiers in Energy Research;2024-03-27

3. Exploring the spatial interplay between built-up environments and surface urban heat island phenomena in the main urban area of Shanghai;Energy and Buildings;2023-12

4. A Spatiotemporal Interpolation Approach for Distributed PV Power Based on WPT and DTW;2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia);2023-07-07

5. Satellite Internet-Based High-Precision Space-Ground Coordinated Ultra-Short-Term Photovoltaic Power Prediction;2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia);2023-07-07

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