Acta Geodaetica et Cartographica Sinica >

2018 , Vol. 47 >Issue 2: 225 - 233

DOI: https://doi.org/10.11947/j.AGCS.2018.20170521

Façade Solar Potential Analysis Using Multisource Point Cloud

  • LIANG Fuxun ,
  • YANG Bisheng ,
  • HUANG Ronggang ,
  • DONG Zhen ,
  • LI Jianping
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  • 1. State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China;
    2. Engineering Research Center for Spatio-temporal Data Smart Acquisition and Application of Ministry of Education of China, Wuhan University, Wuhan 430079, China;
    3. State Key Laboratory of Geodesy and Earth's Dynamics, Institute of Geodesy and Geophysics, Chinese Academy of Sciences, Wuhan 430077, China

Received date: 2017-09-14

  Revised date: 2017-11-24

  Online published: 2018-03-02

Supported by

The Key Program of National Natural Science Foundation of China (No. 41531177);The National Science Foundation for Distinguished Young Scholars of China(No. 41725005);The National Key Technology Research and Development Program of the Ministry of Science and Technology of China (No. 2014BAL05B07);The National Key Research and Development Program of China (No. 2016YFF0103501)

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Abstract

An efficient method for façade solar potential analysis using multisource point cloud is proposed.Firstly,the terrestrial laser scanning data and the UAV images of study area are fused.Then,a ray-based sunlight assessment algorithm suitable for the fused data is proposed.With the simplified solar irradiance model,the sunlight duration and solar potential on façade can be finally estimated.Two buildings with different orientations and types were selected to test the method.The results show that our method is efficient in solar potential estimation of façade,and can be easily applied for useful applications,like sunlight duration test in architecture,and estimation of solar irradiance on windows.

Key words： terrestrial laser scanning; airborne image; multisource point cloud; data fusion; façade; solar potential; ray-based

Cite this article

LIANG Fuxun , YANG Bisheng , HUANG Ronggang , DONG Zhen , LI Jianping . Façade Solar Potential Analysis Using Multisource Point Cloud[J]. Acta Geodaetica et Cartographica Sinica, 2018 , 47(2) : 225 -233 . DOI: 10.11947/j.AGCS.2018.20170521

References

[1] 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(S1):47-56. YAN Yunfei, ZHANG Zhien, ZHANG Li, et al. Application and Utilization Technology of Solar Energy[J]. Acta Energiae Solaris Sinica, 2012, 33(S1):47-56.
[2] 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):1049-1054. LI Ke, HE Fanneng. 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):1049-1054.
[3] FREITAS S, CATITA C, REDWEIK P, et al. Modelling Solar Potential in the Urban Environment:State-of-the-art Review[J]. Renewable and Sustainable Energy Reviews, 2015, 41:915-931.
[4] YU Bailang, LIU Hongxing, WU Jianping, et al. Investigating Impacts of Urban Morphology on Spatio-temporal Variations of Solar Radiation with Airborne LiDAR Data and a Solar Flux Model:A Case Study of Downtown Houston[J]. International Journal of Remote Sensing, 2009, 30(17):4359-4385.
[5] JOCHEM A, HÖFLE B, RUTZINGER M. Extraction of Vertical Walls from Mobile Laser Scanning Data for Solar Potential Assessment[J]. Remote Sensing, 2011, 3(4):650-667.
[6] ZHANG Xianfeng, LV Yang, TIAN Jie, et al. An Integrative Approach for Solar Energy Potential Estimation Through 3D Modeling of Buildings and Trees[J]. Canadian Journal of Remote Sensing, 2015, 41(2):126-134.
[7] CATITA C, REDWEIK P, PEREIRA J, et al. Extending Solar Potential Analysis in Buildings to Vertical Facades[J]. Computers & Geosciences, 2014, 66:1-12.
[8] MARTÍNEZ-RUBIO A, SANZ-ADAN F, SANTAMARÍA-PEÑA J, et al. Evaluating Solar Irradiance over Facades in High Building Cities, Based on LiDAR Technology[J]. Applied Energy, 2016, 183:133-147.
[9] HUANG Pengdi, CHENG Ming, CHEN Yiping, et al. Solar Potential Analysis Method Using Terrestrial Laser Scanning Point Clouds[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(3):1221-1233.
[10] NOORIAN A M, MORADI I, KAMALI G A. Evaluation of 12 Models to Estimate Hourly Diffuse Irradiation on Inclined Surfaces[J]. Renewable Energy, 2008, 33(6):1406-1412.
[11] LI Zhuqiang, ZHANG Liqiang, MATHIOPOULOS P T, et al. A Hierarchical Methodology for Urban Facade Parsing from TLS Point Clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 123:75-93.
[12] YANG Bisheng, WANG Jinling. Mobile Mapping with Ubiquitous Point Clouds[J]. Geo-Spatial Information Science, 2016, 19(3):169-170.
[13] 徐文学, 杨必胜, 董震, 等. 标记点过程用于点云建筑物提取[J]. 武汉大学学报(信息科学版), 2014, 39(5):520-525. XU Wenxue, YANG Bisheng, DONG Zhen, et al. Building Extraction from Point Cloud Using Marked Point Process[J]. Geomatics and Information Science of Wuhan University, 2014, 39(5):520-525.
[14] YANG Bisheng, DONG Zhen, LIANG Fuxun, et al. Automatic Registration of Large-scale Urban Scene Point Clouds Based on Semantic Feature Points[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 113:43-58.
[15] 杨必胜, 董震, 魏征, 等. 从车载激光扫描数据中提取复杂建筑物立面的方法[J]. 测绘学报, 2013, 42(3):411-417. YANG Bisheng, DONG Zhen, WEI Zheng, et al. Extracting Complex Building Facades from Mobile Laser Scanning Data[J]. Acta Geodaetica et Cartographica Sinica, 2013, 42(3):411-417.
[16] YANG Bisheng, ZANG Yufu, DONG Zhen, et al. An Automated Method to Register Airborne and Terrestrial Laser Scanning Point Clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 109:62-76.
[17] 何豫航, 岳俊. 基于CMVS/PMVS多视角密集匹配方法的研究与实现[J]. 测绘地理信息, 2013, 38(3):20-23. HE Yuhang, YUE Jun. Research and Implementation Based on Multi-view Dense Matching by Applying CMVS/PMVS[J]. Journal of Geomatics, 2013, 38(3):20-23.
[18] Trimble SketchUp, 2015[CP/OL].[2017-01-06]. http:/www.sketchup.com/.
[19] 吴海若, 钟若飞. 使用Sketch Up结合车载扫描和航空影像数据进行建筑物三维建模-以纽约布法罗为例[J]. 首都师范大学学报(自然科学版), 2013, 34(6):92-98. WU Hairuo, ZHONG Ruofei. The Use of Sketch Up in Combination with Vehicle Scanning and Aerial Image Data for 3D Modeling of the Building:A Case Study of Buffalo in New York[J]. Journal of Capital Normal University (Natural Science Edition), 2013, 34(6):92-98.
[20] BESL P J, MCKAY N D. A Method for Registration of 3-D Shapes[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1992, 14(2):239-256.
[21] MIDC N. National Renewable Energy Laboratory Measurement and Instrumentation Data Center (NREL MIDC) Solar Position and Intensity (SOLPOS) Calculator[J/OL]. http://www.nrel.gov/midc/solpos/solpos.html.
[22] KUMAR L, SKIDMORE A K, KNOWLES E. Modelling Topographic Variation in Solar Radiation in A GIS Environment[J]. International Journal of Geographical Information Science, 1997, 11(5):475-497.
[23] LIANG Fuxun, YANG Bisheng, DONG Zhen. Extraction of Façade Elements Based on Wavelet Analysis Using Point Clouds[C]//Proceedings of the 10th International Symposium on Mobile Mapping Technology. Cairo, Egypt:Conrad Cairo Hotel, 2017.
[24] ZOLANVARI S M I, LAEFER D F. Slicing Method for Curved Façade and Window Extraction from Point Clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 119:334-346.
[25] 国家技术监督局, 中华人民共和国建设部. GB 50180-1993城市居住区规划设计规范(2002年版)[S]. 北京:中国标准出版社, 1993. National Bureau of Technical Supervision, Ministry of Construction of the People's Republic of China. GB 50180-1993 Code for Urban Residential District Planning & Design[S]. Beijing:Standards Press of China, 1993.
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