期刊论文

Xie, QY

英文

Renewable Energy

0960-1481

2023

219

119507

10.1016/j.renene.2023.119507

CRediT authorship contribution statement Qiyue Xie: Investigation, Conceptualization, acquisition, Writing – review & editing, Methodology, Supervision. Lin Ma: Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing. Yao Liu: Investigation, Methodology, Validation. Qiang Fu: Project administration, Writing – review & editing. Zhongli Shen: Project, Resources, Validation. Xiaoli Wang: Acquisition, acquisition.

本校为第一且通讯机构

The development and utilization of solar energy has become an important strategic decision for the sustainable development of many countries. Short-term variations in solar irradiation have an impact on the safety and stability of photovoltaic and solar thermal power plants, therefore, the development and accuracy of solar irradiance prediction models have received much attention. This paper proposes a short-term irradiance prediction model based on mixed intelligent optimization algorithm and deep learning algorithm that integrates features of various forms of information. First, the sequence...