Different photovoltaic power potential variations in East and West China

被引:17
作者
Chen, Xie [1 ]
Zhou, Chaohui [2 ]
Tian, Zhiyong [1 ]
Mao, Hongzhi [1 ]
Luo, Yongqiang [1 ]
Sun, Deyu [3 ]
Fan, Jianhua [4 ]
Jiang, Liguang [5 ]
Deng, Jie [6 ]
Rosen, Marc A. [7 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Environm Sci & Engn, Wuhan 430074, Peoples R China
[2] China Three Gorges Corp, CTG Wuhan Sci & Technol Innovat Pk, Wuhan 420014, Peoples R China
[3] China Acad Bldg Res, Inst Bldg Environm & Energy, Beijing 100013, Peoples R China
[4] Tech Univ Denmark, Dept Civil & Mech Engn, Brovej 118, DK-2800 Lyngby, Denmark
[5] Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
[6] Univ West London, Sch Comp & Engn, St Marys Rd, London W5 5RF, England
[7] Univ Ontario, Fac Engn & Appl Sci, Inst Technol, 2000 Simcoe St North, Oshawa, ON L1G 0C5, Canada
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Climate change; Photovoltaic capacity factor; Rooftop PV potential; CMIP6; China; SURFACE SOLAR-RADIATION; CLIMATE-CHANGE IMPACTS; NUMERICAL-SIMULATION; MODELS; FUTURE; PROJECTIONS; GENERATION; REGIONS;
D O I
10.1016/j.apenergy.2023.121846
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Photovoltaic (PV) technology can help reduce carbon emissions significantly, but its benefits may be affected by climate change. Few studies have reported on the impact of climate change on the spatial and temporal distribution of solar energy in China based on the latest Coupled Model Intercomparison Project Phase 6 (CMIP6) models, and few have explored the rooftop PV potential. In this study, 16 CMIP6 models are used for evaluation of the inter-annual and seasonal changes of solar irradiance and PV capacity factor under low (SSP1-2.6), medium (SSP2-4.5) and high (SSP5-8.5) greenhouse gas emission scenarios. The effects on the variation of solar irradiance of three factors are examined: clouds, aerosol optical thickness (AOT) and specific humidity. Furthermore, the future power generation potential of rooftop PV is investigated. It is found that the solar irradiance exhibits an upward trend on national level under all the future scenarios, especially for the SSP1-2.6 scenario, with an increasing rate of 1.4 W m(-2) decade(-1), mainly due to a reduction in AOT. Solar irradiance increases notably in southeast China while increases little in west China, and the level for 2051-2060 remains lower than that for 1960-2014. The PV capacity factor increases in southeast China with increasing solar irradiance, with a maximum increase of about 4% compared to the average PV CF for 1960-2014 and the highest increasing rate being 0.37% decade(-1). In addition, to achieve the projected national distributed PV power generation level, >70% of the effective rooftop area needs to be utilized in 2050. This study hopes to enhance understanding of the impact of climate change on solar energy and provide recommendations for future PV planning to better achieve the long-term planetary temperature goal set by the Paris Agreement.
引用
收藏
页数:15
相关论文
共 78 条
[1]   The contribution of site to washout and rainout: Precipitation chemistry based on sample analysis from 0.5 mm precipitation increments and numerical simulation [J].
Aikawa, Masahide ;
Kajino, Mizuo ;
Hiraki, Takatoshi ;
Mukai, Hitoshi .
ATMOSPHERIC ENVIRONMENT, 2014, 95 :165-174
[2]  
[Anonymous], 2016, Energy Technology Perspectives 2016
[3]  
[Anonymous], 2009, ASTER Global Digital Elevation Model [Data set], DOI [DOI 10.5067/ASTER/ASTGTM.002, DOI 10.5067/ASTER/ASTGTM.003, 10.5067/ASTER/ASTGTM.002]
[4]   A high-resolution geospatial assessment of the rooftop solar photovoltaic potential in the European Union [J].
Bodis, Katalin ;
Kougias, Ioannis ;
Jager-Waldau, Arnulf ;
Taylor, Nigel ;
Szabo, Sandor .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 114
[5]   A review of the solar city concept and methods to assess rooftop solar electric potential, with an illustrative application to the city of Seoul [J].
Byrne, John ;
Taminiau, Job ;
Kurdgelashvili, Lado ;
Kim, Kyung Nam .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2015, 41 :830-844
[6]   Rooftop solar photovoltaic potential in cities: how scalable are assessment approaches? [J].
Castellanos, Sergio ;
Sunter, Deborah A. ;
Kammen, Daniel M. .
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (12)
[7]   The Sun's apparent position and the optimal tilt angle of a solar collector in the northern hemisphere [J].
Chang, Tian Pau .
SOLAR ENERGY, 2009, 83 (08) :1274-1284
[8]   Linking social-psychological factors with policy expectation: Using local voices to understand solar PV poverty alleviation in Wuhan, China [J].
Chen, Chien-fei ;
Li, Jiaxin ;
Shuai, Jing ;
Nelson, Hannah ;
Walzem, Allen ;
Cheng, Jinhua .
ENERGY POLICY, 2021, 151
[9]   Provincial and gridded population projection for China under shared socioeconomic pathways from 2010 to 2100 [J].
Chen, Yidan ;
Guo, Fang ;
Wang, Jiachen ;
Cai, Wenjia ;
Wang, Can ;
Wang, Kaicun .
SCIENTIFIC DATA, 2020, 7 (01)
[10]   Trends in AOD, Clouds, and Cloud Radiative Effects in Satellite Data and CMIP5 and CMIP6 Model Simulations Over Aerosol Source Regions [J].
Cherian, Ribu ;
Quaas, Johannes .
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (09)