中国太阳能资源评估及其利用效率研究进展与展望

姚玉璧; 郑绍忠; 杨扬; 张民; 赵继锋; 李强

doi:10.19912/j.0254-0096.tynxb.2022-0141

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太阳能学报 ›› 2022, Vol. 43 ›› Issue (10) : 524-535. DOI: 10.19912/j.0254-0096.tynxb.2022-0141

中国太阳能资源评估及其利用效率研究进展与展望

姚玉璧^1,2, 郑绍忠¹, 杨扬², 张民¹, 赵继锋¹, 李强¹

作者信息 +

PROGRESS AND PROSPECTS ON SOLAR ENERGY RESOURCE EVALUATION AND UTILIZATION EFFICIENCY IN CHINA

Yao Yubi^1,2, Zheng Shaozhong¹, Yang Yang², Zhang Min¹, Zhao Jifeng¹, Li Qiang²

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摘要

围绕太阳能资源分布特征、资源潜力评估和太阳能利用效率的研究,从中国太阳能资源估算及其分布特征、中国太阳能资源潜力评估、太阳能利用方式及其太阳能利用效率研究、光伏发电效率评估、气候变化因子对光伏发电效率的影响等方面,归纳凝练了太阳能资源评估及其利用效率研究的主要成果。结合相关研究的国际前沿、热点问题和社会经济发展需求,剖析了研究中存在的不足和问题;提出加强气候变化背景下太阳能高辐射区光能资源变化新特征研究、深化太阳能高辐射区太阳能发电效率评估研究、深入开展气候变化因子对光伏发电效率的影响及其机制的研究、细化光能开发潜力评估、进一步完善光伏发电效率预测系统、推动绿色低碳社会经济发展等中国未来太阳能资源评估及利用研究需要重点关注的方向。

Abstract

Around the research on the distribution characteristics, resource potential assessment and utilization efficiency of solar energy resources, this paper summarizes the main achievements of solar resource assessment and utilization efficiency research from the estimation and distribution characteristics, potential assessment, utilization methods and efficiency of solar energy resource, photovoltaic power generation efficiency evaluation, and impact of climate factors on photovoltaic power generation efficiency under climate change in China. Combined with the international frontiers, hot issues and the demand for social and economic development of relevant research, the deficiencies and problems existing in the solar energy research are analyzed. Then puts forward the research orientations of solar energy resource assessment and utilization in China in the future, such as strengthening the study on new characteristics of solar energy resource changes over strong solar radiation areas under climate change, intensifying the evaluation on solar power generation efficiency, deepening the research on the impact of climate factors on the efficiency of photovoltaic power generation and its mechanism under climate change, refining the evaluation of solar energy development potential, improving the system for estimating the efficiency of photovoltaic power generation, and promoting green, low-carbon social and economic development in China.

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太阳能 / 能源利用 / 效率 / 进展与展望 / 中国

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姚玉璧, 郑绍忠, 杨扬, 张民, 赵继锋, 李强. 中国太阳能资源评估及其利用效率研究进展与展望[J]. 太阳能学报. 2022, 43(10): 524-535 https://doi.org/10.19912/j.0254-0096.tynxb.2022-0141

Yao Yubi, Zheng Shaozhong, Yang Yang, Zhang Min, Zhao Jifeng, Li Qiang. PROGRESS AND PROSPECTS ON SOLAR ENERGY RESOURCE EVALUATION AND UTILIZATION EFFICIENCY IN CHINA[J]. Acta Energiae Solaris Sinica. 2022, 43(10): 524-535 https://doi.org/10.19912/j.0254-0096.tynxb.2022-0141

中图分类号： P967

参考文献

[1] TIMILSINA G R, KURDGELASHVILI L, NARBEL P A.A review of solar energy: markets, economics and policies[J]. Policy research working paper series, 2011, 16(1): 123-129.
[2] WILBERFORCE T, BAROUTAJI A, EL H Z, et al.Prospects and challenges of concentrated solar photovoltaics and enhanced geothermal energy technologies[J]. Science of the total environment, 2019, 659: 851-861.
[3] 赵利勇, 胡明辅, 杨贞妮. 太阳能利用技术与发展[J]. 能源与环境, 2007, 14(4): 55-57.
ZAO L Y, HU M F, YANG Z N.Technology and development of solar energy utilization[J]. Energy and environment, 2007, 14(4): 55-57.
[4] 国家能源局. 2019年全国电力工业统计数据 [EB/OL]. http://www.nea.gov.cn/2020-01/20 /c_138720881. htm.
National Energy Administration. National power industry statistics [EB/OL]. http://www.nea. gov.cn/2020-01/20 /c_138720881. htm.
[5] CHANG R,SHEN Y B,LUO Y,et al.Observed surface radiation and temperature impacts from the large-scale deployment of photovoltaics in the barren area of Gonghe,China[J]. Renewable energy, 2018, 118: 131-137.
[6] 常蕊, 申彦波, 郭鹏. 太阳能资源典型年挑选方法的适用性对比研究[J]. 高原气象,2017, 36(6): 1713-1721.
CHANG R, SHENG Y B, GUO P.Comparative analysis on the applicability of different typical year generating methods in solar energy resource assessment[J]. Plateau meteorology, 2017, 36(6): 1713-1721.
[7] SHUKLA A, KANT K, SHARMA A, et al.Cooling methodologies of photovoltaic module for enhancing electrical efficiency: a review[J]. Solar energy materials and solar cells, 2017, 160: 275-86.
[8] 郝晓龙, 王咏薇, 胡凝, 等, 太阳能光伏屋顶对城市热环境及能源供需影响的模拟[J]. 气象学报, 2020, 78(2): 301-316.
HAO X L, WANG Y W, HU N, et al.Simulation of the influence of solar photovoltaic roof on urban thermal environment and energy supply and demand[J]. Acta meteorologica sinica, 2020, 78(2): 301-316.
[9] 申彦波. 近20 年卫星遥感资料在我国太阳能资源评估中的应用综述[J]. 气象, 2010, 36(9): 111-115.
SHENG Y B.Review of application of satellite remote sensing data in solar energy resource assessment in China in recent 20 years[J]. Meteorological monthly, 2010, 36(9): 111-115.
[10] 郑有飞, 尹炤寅, 吴荣军, 等. 1960-2005 年京津冀地区地表太阳辐射变化及成因分析[J]. 高原气象, 2012, 31(2): 436-445.
ZHENG Y F, YIN Z Y, WU R J, et al.Analysis on variation and cause of surface solar radiation in Beijing-Tianjin-Hebei region from 1960-2005[J]. Plateau meteorology, 2012, 31(2) : 436-445.
[11] 王传辉, 申彦波, 田启明, 等. 中国西北地区环日辐射及其对太阳能热发电影响的数值模拟研究[J]. 太阳能学报, 2021, 42(11): 186-192.
WANG C H, SHEN Y B, TIAN Q M, et al.Numerical simulation of circumsolar normal irradiance and its effect on solar thermal power generation in northwestern China[J]. Acta energiae solaris sinica, 2021, 42(11): 186-192.
[12] 孙卫国. 气候资源学[M]. 北京: 气象出版社, 2008: 123-150.
SUN W G.Science of climatic resources[M]. Beijing : Meteorological Press, 2008: 123-150.
[13] WILD M, FOLINI D, HENSCHEL F, et al.Projections of long-term changes in solar radiation based on CMIP5 climate models and their influence on energy yields of photovoltaic systems[J]. Solar energy, 2015, 116: 12-24.
[14] 左大康, 王懿贤, 陈建绥. 中国地区太阳总辐射的空间分布特征[J]. 气象学报, 1963, 33(1): 78-95.
ZUO D K, WANG Y X, CHEN J S.Characteristics of distribution of total solar radiation in China[J]. Acta meteorologica sinica, 1963, 33(1): 78-95.
[15] 翁笃鸣. 试论总辐射的气候学计算方法[J]. 气象学报, 1964, 34(3): 54-65.
WENG D M.Discuss the climatological calculation method of total radiation[J]. Acta meteorologica sinica, 1964, 34(3): 54-65.
[16] 王炳忠, 张富国, 李立贤. 我国的太阳能资源及其计算[J]. 太阳能学报, 1980, 1(1): 5-13.
WANG B Z, ZANG F G, LI L X.Solar energy resources in China[J]. Acta energiae solaris sinica, 1980, 1(1): 5-13.
[17] 和清华, 谢云. 我国太阳总辐射气候学计算方法研究[J]. 自然资源学报, 2010, 25(2): 308-319.
HE Q H, XIE Y.Research on climatological calculation method of total solar radiation in my country[J]. Journal of natural resources, 2010, 25(2): 308-319.
[18] 冯蕾, 张金生, 廖海燕, 等. 基于现场实测的宁夏太阳山地区太阳能资源特征分析[J]. 太阳能学报,2020, 41(12): 146-153.
FENG L, ZHANG J S, LIAO H Y, et al.Characteristics analysis of solar energy resource in Taiyangshan region of Ningxia based on observation station data[J]. Acta energiae solaris sinica,2020, 41(12): 146-153.
[19] 翁笃鸣, 高庆先, 刘艳. 应用ISCCP云资料反演青藏高原地面总辐射场[J]. 南京气象学院学报, 1997, 20(1):41-46.
WENG D M, GAO Q X, LIU Y.ISCCP data retrieval of Qinghai-Tibetan surface total radiation[J]. Journal of Nanjing Institute of Meteorology, 1997, 20(1): 41-46.
[20] 陈渭民,边多,郁凡. 由卫星资料估算晴空大气太阳直接辐射和散射辐射[J]. 气象学报, 2000, 58(4): 457-469.
CHEN W M, BIAN D, YU F.Estimation of solar direct and scattering radiations in a clear sky atmosphere from satellite data[J]. Acta meteorologica sinica, 2000, 58(4): 457-469.
[21] 陈仁升, 康尔泗, 李新, 等. 任意地形实际天气条件下小时入射短波辐射模型————以黑河流域为例[J]. 中国沙漠, 2006, 26(5): 773-779.
CHEN R S, KANG E S, LI X, et al.Hourly incident solar radiation model under actual weather and terrain conditions: a case study in Heihe river basin[J]. Journal of desert research, 2006, 26(5): 773-779.
[22] KNEIZYS F X, ROBERTSON D C, ABREU L W, et al.The MODTRAN 2/3 report and LOWTRAN 7 MODEL [M]. North andover: AFGL-TR Press, 1996: 140-147.
[23] 傅炳珊, 陈渭民, 马丽. 利用MODTRAN3计算我国太阳直接辐射和散射辐射[J]. 南京气象学院学报, 2001, 24(1):51-58.
FU B S, CHEN W M, MA L.The computations of solar direct and diffuse radiations over china by using MODTRAN 3[J]. Journal of Nanjing Institute of Meteorology, 2001, 24(1): 51-58.
[24] 卢士庆, 陈渭民, 高庆先. 使用6S模型由GMS5卫星资料反演陆地大气气溶胶光学厚度[J]. 南京气象学院学报, 2006, 29(5): 669-675.
LU S Q, CHEN W M, GAO Q X.Using 6S model to retrieve aerosol optical depth above land from GMS5 satellite data[J]. Journal of Nanjing Institute of Meteorology, 2006, 29(5): 669-675.
[25] 刘海军, 吴林荣, 孙娴. 基于NOAA卫星的陕西省太阳总辐射反演研究[J]. 测绘科学, 2011, 36(3): 22-24.
LIU H J, WU L R, SUN X.Research on total solar radiation retrieval of Shaanxi province based on NOAA satellite[J]. Science of surveying and mapping, 2011, 36(3): 22-24.
[26] 李净, 王丹, 冯姣姣. 基于MODIS遥感产品和神经网络模拟太阳辐射[J]. 地理科学, 2017, 37(6): 912-919.
LI J, WANG D, FENG J J.Simulation of solar radiation based on MODIS remote sensing products and neural network[J]. Geographical sciences, 2017, 37(6): 912-919.
[27] 刘羽, 张显峰, 吕扬. 基于风云卫星数据的新疆太阳能资源潜力评价方法研究[J]. 太阳能学报, 2014, 35(7): 1295-1303.
LIU Y, ZHANG X F, LYU Y.Research on solar energy resources potential evaluation method based on fengyun satellite data in Xinjiang[J]. Acta energia solaris sinica, 2014, 35(7): 1295-1303.
[28] JMY A, RCD B, JFA C, et al.Exploring solar and wind energy resources in North Korea with coms mi geostationary satellite data coupled with numerical weather prediction reanalysis variables[J]. Renewable and sustainable energy reviews, 2020, 119: 109570.
[29] PORFIRIO A, CEBALLOS J C, BRITTO J, et al.Evaluation of global solar irradiance estimates from GL1.2 satellite-based model over brazil using an extended radiometric network[J]. Remote sensing, 2020, 12(8): 1331.
[30] PORFIRIO A, CEBALLOS J C.A method for estimating direct normal irradiation from GOES geostationary satellite imagery: validation and application over Northeast Brazil[J]. Solar energy, 2017, 155: 178-190.
[31] 邱宗旭, 孙通, 刘东华. 深圳不同气象条件下各朝向太阳辐射分布特征[J]. 太阳能学报,2021, 42(5): 160-167.
QIU Z X, SUN T, LIU D H.Distribution characteristics of radiationin different meteorological conditionson various orientations in Shenzhen[J]. Acta energiae solaris sinica, 2021, 42(5): 160-167.
[32] 袁淑杰, 缪启龙, 谷晓平, 等. 贵州高原起伏地形下太阳直接辐射的精细分布[J]. 自然资源学报, 2009, 24(8): 110-117.
YUAN S J, MIAO Q L, GU X P, et al.The elaborate distribution of direct solar radiation over rugged terrains in the Guizhou plateau[J]. Journal of natural resources, 2009, 24(8): 110-117.
[33] PARIDA B,INIYAN S,GOIC R.A review of solar photovoltaic technologies[J]. Renewable & sustainable energy reviews, 2011, 15(3): 1625-1636.
[34] ZOU L,WANG L C,LI J R,et al.Global surface solar radiation and photovoltaic power from coupled model intercomparison project phase 5 climate models[J]. Journal of cleaner production, 2019, 224:304-324.
[35] 贾东于, 李开明, 杨丽薇, 等. CMIP5 气候模式对未来30 年太阳辐射变化的预估研究[J]. 太阳能学报, 2020, 41(3): 200-205.
JIA D Y, LI K M, YANG L W, et al.Prediction of solar radiation variation in future by CMIP5 climate model[J]. Acta energiae solaris sinica,2020, 41(3) : 200-205.
[36] TANG W J, YANG K, QIN J, et al.A 16-year dataset (2000-2015) of high-resolution (3 h, 10 km) global surface solar radiation[J]. Earth system science data, 2019, 11: 1905-1915.
[37] 李柯, 何凡能. 中国陆地太阳能资源开发潜力区域分析[J]. 地理科学进展, 2010, 29(9): 27-32.
LI K, HE F N.Analysis on mainland China’s solar energy distribution and potential to utilize solar energy as an alternative energy source[J]. Progress in geography, 2010, 29(9): 27-32.
[38] 申彦波, 程兴宏, 赵东. 气象与太阳能生态城[M]. 北京: 气象出版社, 2013.
SHEN Y B, CHENG X H, ZHAO D.Meteorological and solar eco-city[M]. Beijing : Meteorological Press, 2013.
[39] 刘淳, 任立清, 李学军, 等. 1990——2019 年中国北方沙区太阳能资源评估[J]. 高原气象, 2021, 40(5): 1213-1223.
LIU C, REN L Q, LI X J, et al.Evaluation to the solar energy resources in the sandy regions of Northern China from 1990 to 2019[J]. Plateau meteorology, 2021, 40(5): 1213-1223.
[40] 颜亮东, 周秉荣, 李晓东, 等. 三江源地区太阳能资源区划及利用潜力研究[J]. 资源科学, 2012, 34(11): 2057-2066.
YAN L D, ZHOU B R, LI X D, et al.Research on the regionalization and utilization potential of solar energy resources in the Three River Source region[J]. Resources science, 2012, 34(11): 2057-2066.
[41] 赵东, 祝昌汉, 罗勇, 等. 三峡库区太阳能资源基本特征及其演变[J]. 自然资源学报, 2009, 24(11): 1984-1993.
ZHAO D, ZHU C H, LUO Y, et al.The basic characteristics and evolution of solar energy resources in the Three Gorges Reservoir area[J]. Journal of natural resources, 2009, 24(11): 1984-1993.
[42] 刘佳, 何清, 刘蕊, 等. 新疆太阳辐射特征及其太阳能资源状况[J]. 干旱气象, 2008, 26(4): 61-66.
LIU J, HE Q, LIU R, et al.The characteristics of solar radiation and solar resources in Xinjiang[J]. Journal of arid meteorology, 2008, 26(4): 61-66.
[43] 马玉峰, 李喜仓, 宋进华, 等. 内蒙古自治区太阳总辐射的气候学计算及其时空分布特征[J]. 气象与环境学报, 2013, 29(6): 102-109.
MA Y F, LI X C, SONG J H, et al.Climatological calculation of total solar radiation and its temporal and spatial distribution characteristics in Inner Mongolia Autonomous region[J]. Journal of meteorology and environment, 2013, 29(6): 102-109.
[44] 朱飙, 李春华, 方锋. 甘肃省太阳能资源评估[J]. 干旱气象, 2010, 28(2): 217-221.
ZHU B, LI C H, FANG F.Solar energy resource assessment in Gansu province[J]. Arid meteorology, 2010, 28(2): 217-221.
[45] 韩世涛, 刘玉兰, 刘娟, 等. 宁夏太阳能资源评估分析[J]. 干旱区资源与环境, 2010, 24(8): 131-135.
HAN S T, LIU Y L, LIU J, et al.Evaluation analysis on solar energy resources in Ningxia[J]. Journal of arid land resources and environment, 2010, 24(8): 131-135.
[46] 龚强, 徐红, 蔺娜, 等. 辽宁省太阳能资源评估及NASA数据适用性分析[J]. 中国电力, 2018, 51(2): 105-111.
GONG Q, XU H, LIN N, et al.Solar radiation resources estimation and reliability analyzing of NASA data in Liaoning province[J]. Electric power, 2018, 51(2): 105-111.
[47] 沈义. 我国太阳能的空间分布及地区开发利用综合潜力评价[D]. 兰州: 兰州大学, 2014.
SHEN Y.The spatial distribution of solar energy in my country and the comprehensive potential evaluation of regional development and utilization[D]. Lanzhou: Lanzhou University, 2014.
[48] 周扬, 吴文祥, 胡莹, 等. 西北地区太阳能资源空间分布特征及资源潜力评估[J]. 自然资源学报, 2010, 25(10): 112-123.
ZHOU Y, WU W X, HU Y, et al.The temporal-spatial distribution and evaluation of potential solar energy resources in Northwest China[J]. Journal of natural resources, 2010, 25(10): 112-123.
[49] 胡亚男,李兴华,郝玉珠. 内蒙古太阳能资源时空分布特征与评估研究[J]. 干旱区资源与环境, 2019, 33(12): 132-138.
HU Y N, LI X H, HAO Y Z.Spatiotemporal distribution characteristics and evaluation of solar energy resources in Inner Mongolia[J]. Journal of arid land resources and environment, 2019, 33(12): 132-138.
[50] 梁玉莲, 申彦波, 白龙, 等. 华南地区太阳能资源评估与开发潜力[J]. 应用气象学报, 2017, 28(4): 481-492.
LANG Y L, SHEN Y B, BAI L, et al.Assessment of solar energy resources and its exploitation potential in South China[J]. Journal of applied meteorological science, 2017, 28(4): 481-492.
[51] 占明锦, 章毅之, 孔萍. 江西省太阳能资源评估研究[J]. 能源研究与管理, 2010, 23(3): 19-22.
ZHAN M J, ZHANG Y Z, KONG P.The assessment of solar energy resource in Jiangxi province[J]. Energy research and management, 2010, 23(3):19-22.
[52] 徐政, 刘滨, 熊强, 等. 多地区太阳能资源的监测与分析[J]. 太阳能学报, 2020, 41(10): 174-181.
XU Z, LIU B, XIONG Q, et al.Monitoring and analysis of solar energy resources in different areas[J]. Acta energiae solaris sinica, 2020, 41(10): 174-181.
[53] 闫云飞, 张智恩, 张力, 等. 太阳能利用技术及其应用[J]. 太阳能学报, 2012, 33(suppl): 47-56.
YAN Y F, ZHANG Z E, ZHANG L, et al.Solar energy utilization technology and its application[J]. Acta energiae solaris sinica, 2012, 33(suppl): 47-56.
[54] 李培都, 高晓清. 光伏电站对生态环境气候的影响综述[J]. 高原气象, 2021, 40(3): 702-710.
LI P D, GAO X Q.The impact of photovoltaic power plants on ecological environment and climate:a literature review[J]. Plateau meteorology, 2021, 40(3): 702-710.
[55] 李少林. 2001——2012年全球23国新能源发电效率测算与驱动因素分析[J]. 资源科学, 2016, 38(2): 321-332.
LI S L.Research on calculation of new energy’s power generation efficiency and analysis on its driving factors[J]. Resources science, 2016, 38(2): 321-332.
[56] 沈凯, 陈克, 杭丽君, 等. 一种可提升光伏系统在局部阴影时发电效率的阵列连接策略[J]. 太阳能学报, 2020, 41(4): 52-58.
SHEN K, CHEN K, HANG L J, et al.A array strategy for efficiency improvement of photovoltaic systems under partially shaded condition[J]. Acta energiae solaris sinica, 2020, 41(4): 52-58.
[57] 李思琢, 陈红兵. 自然冷却下太阳能PV板发电效率的影响研究[J]. 山西建筑, 2014, 40(14): 138-139.
LI S Z, CHEN H B.Study on the influence of solar PV panel power generation efficiency under natural cooling[J]. Shanxi architecture, 2014, 40(14): 138-139.
[58] WAHID A, LASFAR S, HAIDARA F, et al.Study of the influence of dust deposits on photovoltaic solar panels: case of Nouakchott[J]. Energy for sustainable development, 2021, 63(4): 7-15.
[59] 崔永琴, 冯起, 孙家欢, 等. 积尘对光伏电站发电功率的影响研究综述[J]. 中国沙漠, 2018, 38(2): 270-277.
CUI Y Q, FENG Q, SUN J H, et al.Review on the impact of dust accumulation on photovoltaic power output[J]. Journal of desert research, 2018, 38(2): 270-277.
[60] 褚华宇,高志强, 盛四清. 计及雾霾影响的光伏功率预测方法[J]. 河北电力技术, 2014, 33(5): 23-26.
ZHU H Y, GAO Z Q, SHENG S Q.Photovoltaic power prediction method based on influence of fog and haze[J]. Hebei electric power, 2014, 33(5): 23-26.
[61] 王建军. 太阳能光伏发电应用中的温度影响[J]. 青海师范大学学报(自科版), 2005, 10(1): 28-30.
WANG J J.The temperature influence on solar PV generation[J]. Journal of Qinghai Normal University (natural science), 2005, 10(1): 28-30.
[62] ALONSO-ABELLA M, CHENLO F, NOFUENTES G, et al.Analysis of spectral effects on the energy yield of different PV (photovoltaic) technologies: the case of four specific sites[J]. Energy, 2014, 67: 435-443.
[63] JAIN A, MEHTA R, MITTAL S K.Modeling impact of solar radiation on site selection for solar PV power plants in India[J]. International journal of green energy, 2011, 8(1-4): 486-498
[64] MEKHILEF S, SAIDUR R, KAMALISARVESTANI M.Effect of dust, humidity and air velocity on efficiency of photovoltaic cells[J]. Renewable and sustainable energy reviews, 2012, 16(5): 2920-2925.
[65] MINEMOTO T, NAGAE S, TAKAKURA H.Impact of spectral irradiance distribution and temperature on the outdoor performance of amorphous Si photovoltaic modules[J]. Solar energy materials and solar cells, 2007, 91(10):919-923.