A multi-factor spatio-temporal correlation analysis method for PV development potential estimation
文献类型：期刊论文
| 作者 | Xiang, Yue4; Tang, Qingwei4; Xu, Weiting3; Hu, Shuai2; Zhao, Pengfei1; Guo, Jingrong4; Liu, Junyong4 |
| 刊名 | RENEWABLE ENERGY
 |
| 出版日期 | 2024-03-01 |
| 卷号 | 223页码:14 |
| ISSN号 | 0960-1481 |
| 关键词 | PV power generation Correlation analysis Probability distribution XGBoost Development potential |
| DOI | 10.1016/j.renene.2024.119962 |
| 通讯作者 | Tang, Qingwei(ttangqingwei@163.com) |
| 英文摘要 | The impact of wind speed on PV power generation is influenced by the monsoon and the complex topography and environmental factors found in mountainous areas. This complexity can reduce the correlation between PV power and irradiance. To better understand the impact of wind speed, we conducted an analysis in various topographical regions of the Hengduan Mountain in China. Our findings show that high wind speeds can enhance PV utilization, particularly in plateau and hill regions. This is due to the blocking and lifting effect of the northsouth oriented mountains on the east-west wind, as well as the channeling effect on the north-south wind. To improve the efficiency of utilizing solar energy, it is important to consider the spatial distribution of wind speed when developing PV. Correlation analysis of multi-factors on a spatial and temporal scale can also offer insight. Furthermore, planning the layout of PV systems with meteorological resources in mind can enhance PV utilization in complex mountainous terrain. |
| WOS关键词 | CLIMATE-CHANGE ; IMPACT ; CHINA |
| 资助项目 | National Natural Science Foundation of China[U2166211] |
| WOS研究方向 | Science & Technology - Other Topics ; Energy & Fuels |
| 语种 | 英语 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| WOS记录号 | WOS:001162519100001 |
| 资助机构 | National Natural Science Foundation of China |
| 源URL | [http://ir.ia.ac.cn/handle/173211/55615]  |
| 专题 | 舆论大数据科学与技术应用联合实验室 |
| 通讯作者 | Tang, Qingwei |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing, Peoples R China 2.State Grid Ningxia Elect Power Ecotech Res Inst, Yinchuan, Peoples R China 3.Sichuan New Elect Power Syst Res Inst, Chengdu, Peoples R China 4.Sichuan Univ, Coll Elect Engn, Chengdu, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xiang, Yue,Tang, Qingwei,Xu, Weiting,et al. A multi-factor spatio-temporal correlation analysis method for PV development potential estimation[J]. RENEWABLE ENERGY,2024,223:14. |
| APA | Xiang, Yue.,Tang, Qingwei.,Xu, Weiting.,Hu, Shuai.,Zhao, Pengfei.,...&Liu, Junyong.(2024).A multi-factor spatio-temporal correlation analysis method for PV development potential estimation.RENEWABLE ENERGY,223,14. |
| MLA | Xiang, Yue,et al."A multi-factor spatio-temporal correlation analysis method for PV development potential estimation".RENEWABLE ENERGY 223(2024):14. |
入库方式： OAI收割
来源：自动化研究所
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