研究论文

Graph neural networks-based spatiotemporal prediction of photovoltaic power: a comparative study

Abdelkader Dairi, Fouzi Harrou, Khaldi Belkacem, Ying Sun

Université des Sciences et de la Technologie d'Oran Mohamed Boudiaf　King Abdullah University of Science and Technology

来源Neural Computing and Applications

年份2024

DOI10.1007/s00521-024-10751-9

原文https://doi.org/10.1007/s00521-024-10751-9

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摘要与影响

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逐年被引趋势

1580

1525

关键指标

被引次数 · OpenAlex

5.21

领域内被引倍数
同类平均 = 1

前 4%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

计算机 / AI

Solar Radiation and Photovoltaics

Energy Load and Power Forecasting · Photovoltaic System Optimization Techniques

参考文献 34

Short-Term Spatio-Temporal Forecasting of Photovoltaic Power Production

G. Agoua, Robin Girard, Georges Kariniotakis · IEEE Transactions on Sustainable Energy · 2017

被引 209

Probabilistic Models for Spatio-Temporal Photovoltaic Power Forecasting

G. Agoua, Robin Girard, Georges Kariniotakis · IEEE Transactions on Sustainable Energy · 2018

被引 109

Multivariate Spatio-temporal Solar Generation Forecasting: A Unified Approach to Deal With Communication Failure and Invisible Sites

Mohammad Heidari Kapourchali, Mojtaba Sepehry, Visvakumar Aravinthan · IEEE Systems Journal · 2018

被引 17

此处列出前 3 条

引用本文 24

Ultra-short-term prediction of photovoltaic cluster power based on spatiotemporal convergence effect and spatiotemporal dynamic graph attention network

Mao Yang, Yue Jiang, Yunfeng Guo · Renewable Energy · 2025

被引 47

AI-driven control and optimization for renewable energy integration in smart grids: Challenges, applications, and future research directions

Muhammad Shahid Mastoi, Delin Wang, Ningning Ma · Energy Strategy Reviews · 2026

被引 21

A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency- Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network

Miao Ye, Zhibang Jiang, Xingsi Xue · IEEE Sensors Journal · 2025

被引 20

按被引量排序，此处列出前 3 条

研究论文

Graph neural networks-based spatiotemporal prediction of photovoltaic power: a comparative study

Abdelkader Dairi, Fouzi Harrou, Khaldi Belkacem, Ying Sun

Université des Sciences et de la Technologie d'Oran Mohamed Boudiaf　King Abdullah University of Science and Technology

来源Neural Computing and Applications

年份2024

DOI10.1007/s00521-024-10751-9

原文https://doi.org/10.1007/s00521-024-10751-9

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

1580

1525

关键指标

被引次数 · OpenAlex

5.21

领域内被引倍数
同类平均 = 1

前 4%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

计算机 / AI

Solar Radiation and Photovoltaics

Energy Load and Power Forecasting · Photovoltaic System Optimization Techniques

参考文献 34

Short-Term Spatio-Temporal Forecasting of Photovoltaic Power Production

G. Agoua, Robin Girard, Georges Kariniotakis · IEEE Transactions on Sustainable Energy · 2017

被引 209

Probabilistic Models for Spatio-Temporal Photovoltaic Power Forecasting

G. Agoua, Robin Girard, Georges Kariniotakis · IEEE Transactions on Sustainable Energy · 2018

被引 109

Multivariate Spatio-temporal Solar Generation Forecasting: A Unified Approach to Deal With Communication Failure and Invisible Sites

Mohammad Heidari Kapourchali, Mojtaba Sepehry, Visvakumar Aravinthan · IEEE Systems Journal · 2018

被引 17

此处列出前 3 条

引用本文 24

Ultra-short-term prediction of photovoltaic cluster power based on spatiotemporal convergence effect and spatiotemporal dynamic graph attention network

Mao Yang, Yue Jiang, Yunfeng Guo · Renewable Energy · 2025

被引 47

AI-driven control and optimization for renewable energy integration in smart grids: Challenges, applications, and future research directions

Muhammad Shahid Mastoi, Delin Wang, Ningning Ma · Energy Strategy Reviews · 2026

被引 21

A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency- Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network

Miao Ye, Zhibang Jiang, Xingsi Xue · IEEE Sensors Journal · 2025

被引 20

按被引量排序，此处列出前 3 条