DOI QR코드

DOI QR Code

The use and potential applications of point clouds in simulation of solar radiation for solar access in urban contexts

  • Alkadri, Miktha F. (Department of Architecture Engineering and Technology, Faculty of Architecture, Delft University of Technology) ;
  • Turrin, Michela (Department of Architecture Engineering and Technology, Faculty of Architecture, Delft University of Technology) ;
  • Sariyildiz, Sevil (Department of Architecture Engineering and Technology, Faculty of Architecture, Delft University of Technology)
  • Received : 2017.12.11
  • Accepted : 2018.03.26
  • Published : 2018.10.25

Abstract

High-performing architecture should be designed by taking into account the mutual dependency between the new building and the local context. The performative architecture plays an important role to avert any unforeseen failures after the building has been built; particularly ones related to the microclimate impacts that affect the human comfort. The use of the concept of solar envelopes helps designers to construct the developable mass of the building design considering the solar access and the site obstruction. However, the current analysis method using solar envelopes lack in terms of integrating the detailed information of the existing context during the simulation process. In architectural design, often the current site modelling not only absent in preserving the complex geometry but also information on the surface characteristics. Currently, the emerging applications of point clouds offer a great possibility to overcome these limitations, since they include the attribute information such as XYZ as the position information and RGB as the color information. This study particularly presents a comparative analysis between the manually built 3D models and the models generated from the point cloud data. The modelling comparisons focus on the relevant factors of solar radiation and a set of simulation to calculate the performance indicators regarding selected portions of the models. The experimental results emphasize an introduction of the design approach and the dataset visibility of the 3D existing environments. This paper ultimately aims at improving the current architectural decision of support environment means, by increasing the correspondence between the digital models for performance analysis and the real environments (context of design) during the conceptual design phase.

Keywords

Acknowledgement

Supported by : Indonesian Endowment Fund for Education (LPDP)

References

  1. Amaral, M.G.V. (2005), "The application of solar envelopes in the planning of the campus", The 2005 World Sustainable building Conference, Tokyo, Japan, September.
  2. Babahajiani, P., Fan, L., Kamarainen, J. and Gabbouj, M. (2015), "Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content", IEEE International Conference on Signal and Image Processing Application (ICSIPA), Malaysia, October.
  3. Brandao, R.S. and Alucci, M.P. (2005), "Solar access in tropical cities: Towards a multicriteria solar envelope", PLEA 2005: The 22nd Conference on Passive and Low Energy Architecture, Lebanon, November.
  4. Brophy, V. and Lewis, J.O. (2011), A Green Vitruvius-Principles and Practice of Sustainable Architectural Design, Earthscan, London, United Kingdom.
  5. Bruce, G. (2008), "High density, low energy: Achieving useful solar access for Dublin's multi-storey apartment developments", PLEA 2008: The 28th Conference on Passive and Low Energy Architecture, Dublin, Ireland, October.
  6. Camporeale, P. (2013), "Genetic algorithms applied to urban growth optimization-solar envelope and solar fan", Proceedings of the 31st eCAADe Conference, Vol. 2, Delft, Netherlands, September.
  7. Capeluto, I.G. and Shaviv, E. (1997), "Modelling the design of urban fabric with solar rights considerations", Proceeding of International IBPSA Conference, Kyoto, Japan, September.
  8. Capeluto, I.G., Yezioro, A., Bleiberg, T. and Shaviv, E. (2005), "From computer models to simple design tools: Solar rights in the design of urban streets", The 10th International IBPSA Conference, Montreal, Canada, August.
  9. Chauhan, D. (2017, January 18), "Tooltip Update in Sunlight Hours", [Online Forum Comment], retrieved from https://github.com/mostaphaRoudsari/ladybug/pull/342/commits/b2f775e6f90ee0e9884cb527bf60b0b8678a4908.
  10. Cotton, J.F (1996), "Solid modelling as a tool for constructing solar envelopes", Automat. Construct., 5(3), 185-192. https://doi.org/10.1016/0926-5805(96)00148-3
  11. de Luca, F. (2016), "Solar envelope optimization method for complex urban environments", CAADence in Architecture 2016, Budapest, Hungary, June.
  12. de Luca, F. and Voll, H. (2017), "Computational method for variable objectives and context aware solar envelopes generation", SimAUD 2017 Conference Proceeding, Toronto, Canada, May.
  13. Dekay, R.M. (2012), "Climatic urban design: Configuring the urban fabric to support daylighting, passive cooling, and solar heating", WIT Transactions on Ecology and the Environment, 155, 619-630.
  14. Emmanuel, R. (1993), "A hypothetical 'shadow umbrella' for thermal comfort enhancement in the equatorial urban outdoors", Architect. Sci. Rev., 36(4), 173-184 https://doi.org/10.1080/00038628.1993.9696759
  15. Fujita, Y., Hoshino, Y., Ogata, S. and Kobayashi, I. (2015), "Attribute assignment to point cloud data and its usage", Global J. Comput. Sci. Technol., 15(2), 11-18.
  16. Fujita, Y., Kobayashi, I., Chanseawrassamee, W. and Hoshino, Y. (2014) "Application of attributed road surface point cloud data in road maintenance", J. Japan Soc. Civil Eng., Ser. F3 (Civil Engineering Informatics), 70(2), 1.185-1.192. https://doi.org/10.2208/jscejcei.70.1
  17. Futcher, J. and Mills, G. (2015), "Have we learnt anything from the Walkie Scorchie?", Building Design, http://www.bdonline.co.uk/have-we-learnt-anything-from-the-walkie-scorchie?/5077347.article.
  18. Girardeau-Montaut, D. (2015), "CloudCompare version 2.6.1: User manual", retrieved from www.cloudcompare.org/doc/qCC.
  19. Grazziotin, P.C., Turkienicez, B., Freitas, C.M.D.S. and Pereira, F.O.R. (2001), "Integration of sunlight access control to a building potential simulator", Proceeding XIV Brazilian Symposium on Computer Graphics and Image Processing, Brazil, October.
  20. Gressin, A., Mallet, C., Demantke, J. and David, N. (2013), "Towards 3D lidar point cloud registration improvement using optimal neighborhood knowledge", ISPRS J. Photogrammetry Remote Sensing, 79, 240-251. https://doi.org/10.1016/j.isprsjprs.2013.02.019
  21. Hackel, T., Wegner, J.D. and Schindler, K. (2016), "Fast semantic segmentation of 3D point clouds with strongly varying density", ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XXIII ISPRS Congress, 3(3), Prague, Czech Republic, July.
  22. Hirschfeld, P.J. (2007), "Vector and scalar fields", [PDF Presentation] Retrieved from: http://www.phys.ufl.edu/-pjh/teaching/phz3113/notes/week5.pdf.
  23. Jochem, A., Hofle, B., Hollaus, M. and Rutzinger, M. (2009), "Object detection in airborne LIDAR data for improved solar radiation modelling", Laserscanning '09, IAPRS, Paris, France, September.
  24. Kensek, K. and Henkhaus, A. (2013), "Solar access zoning + building information modelling", Solar Conference Proceeding, Maryland, U.S.A., April.
  25. Kigle-Boeckler, G. (1995), "Measurement of gloss and reflection properties of surfaces", Metal Finishing, 93(5), 28-31. https://doi.org/10.1016/0026-0576(95)90685-B
  26. Knowles, R.L. (1981), Sun, Rhythm and Form, The MIT Press, Massachusetts, U.S.A.
  27. Knowles, R.L. (1974), Energy and Form: An Ecological Approach to Urban Growth, MIT Press, Cambridge, United Kingdom.
  28. Knowles, R.L. and Berry, R.D. (1980), Solar Envelope Concept: Moderate Density Building Application, School of Architecture, University of Southern California, Los Angeles, California, U.S.A.
  29. Lichti, D.D. (2005), "Spectral filtering and classification of terrestrial laser scanner point clouds", Photogramm. Rec., 20(111), 218-240. https://doi.org/10.1111/j.1477-9730.2005.00321.x
  30. Lin, E. and Girot, C. (2014), "Point cloud components: Tools for the representation of large scale landscape architectural projects", Proceeding of Digital Landscape Architecture, Zurich, Switzerland, May.
  31. Lobaccaro, G., Frontini, F., Masera, G. and Poli, T. (2012), "SolarPW: A new solar design tool to exploit solar potential in existing urban areas", The 1st International Conference on Solar Heating and Cooling for Buildings and Industry (SHC 2012), San Francisco, U.S.A., July.
  32. Machacova, K., Keppl, J. and Krajcsovics, L. (2013), "The solar envelope method in education at the faculty of architecture Stu Bratislava", Central Europe towards Sustainable Building (CESB13), Prague, Czech Republic, June.
  33. Martin, A.M., Dominguez, J. and Amador, J. (2015), "Applying LIDAR datasets and GIS based model to evaluate solar potential over roofs: A review", AIMS Energy, 3(3), 326-343. https://doi.org/10.3934/energy.2015.3.326
  34. Martin, C.L. and Keeffe, G. (2007), "The biomimetic solar city: Solar derived urban form using a forestgrowth inspired methodology", PLEA 2007: The 24th Conference on Conference on Passive and Low Energy Architecture, Singapore, November.
  35. Martin, C.L., Plilling, M., Stott, C., and Walsh, V. (2011), "The Nectar Project-Solar Development of Post-Industrial Urban Communities", PLEA2011- The 27th Conference on Passive and Low Energy Architecture, Belgium, July.
  36. Niemasz, J., Sargent, J. and Reinhart, C.F. (2011), "Solar zoning and energy in detached residential dwellings", Proceeding SimAUD'11: Symposium on Simulation for Architecture and Urban Design, Boston, U.S.A., April.
  37. Noble, D. and Kensek, K. (1998), "Computer generated solar envelopes in architecture", The Journal of Architecture, 3(2), 117-127. https://doi.org/10.1080/136023698374233
  38. Okeil, A. (2010), "A holistic approach to energy efficient building forms", Energy and Buildings, 42(9), 1437-1444. https://doi.org/10.1016/j.enbuild.2010.03.013
  39. Otepka, J., Ghuffar, S., Waldhauser, C., Hochreiter, R. and Pfeifer, N. (2013), "Georeferenced point clouds: A survey of features and point cloud management", ISPRS J. Geo-Information, 2(4), 1038-1065. https://doi.org/10.3390/ijgi2041038
  40. Paramita, B. and Koerniawan, D. (2013), "Solar envelope assessment in tropical region building case study: Vertical settlement in Bandung, Indonesia", The 3rd International Conference on Sustainable Future for Human Security SUSTAIN 2012, Kyoto, Japan, August.
  41. Pereira, F.O.R., Silva, C.A.N. and Turkienikz, B. (2001), "A methodology for sunlight urban planning: A computer-based solar and sky vault obstruction analysis", Solar Energy, 70(3), 217-226. https://doi.org/10.1016/S0038-092X(00)00094-3
  42. Power, K. (2012), "Polygon Meshes", Institute of Technology, Carlow, Ireland. http://glasnost.itcarlow.ie/-powerk/GeneralGraphicsNotes/meshes/polygon_meshes.html.
  43. Randall, T. (2013), Client Guide to 3D Scanning and Data Capture, BIM Task Group, United Kingdom.
  44. Ratti, C. and Morello, E. (2005), "SunScapes: Extending the 'solar envelopes' concept through 'iso-solar surfaces", PLEA 2005: The 22nd Conference on Passive and Low Energy Architecture, Lebanon, November.
  45. Richter, R. and Dollner, J. (2014), "Concepts and techniques for integration, analysis and visualization of massive 3D point clouds", Comput., Environ. Urban Syst., 45, 114-124. https://doi.org/10.1016/j.compenvurbsys.2013.07.004
  46. Roudsari, M.S. and Pak, M. (2013), "Ladybug: A parametric environmental plugin for grasshopper to help designers create environmentally-conscious design", Proceeding of BS2013: 13th Conference of International Building Performance Simulation Association, Chambery, France, August.
  47. Saleh, M.M. and Al-hagla, K.S. (2012), "Parametric urban comfort envelope an approach toward a responsive sustainable urban morphology", J. Civil, Environ., Struct., Construct. Architect. Eng., 6(11), 930-937.
  48. Santos, T., Gomes, N., Freire, S., Brito, M.C., Santos, L. and Tenedorio, J.A. (2014), "Applications of solar mapping in the urban environment", Appl. Geometry, 51, 48-57.
  49. Shih, N.J. and Wu, M.J. (2005), "A 3D point-cloud-based verification of as-built construction progress", The CAAD Futures 2005 Conference, Vienna, Austria, June.
  50. Stasinopoulos, T.N. (2001), "Solar envelope: A construction method using AutoCAD 2000", Oikotekton, http://www.oikotekton.eu/solenvelope/.
  51. Tchoukanski, I. (n.d.), "Triangulated irregular network", Et Spatial Techniques, South Africa. http://www.ian-ko.com/resources/triangulated_irregular_network.htm
  52. Vahid, S. (2017), "Using point cloud technology for process simulation in the context of digital factory based on a system engineering integrated approach", The 21st International Conference on Engineering Design, ICED17, Vancouver, Canada, August.
  53. van Hove, L.W.A., Steeneveld, G.J., Jacobs, C.M.J., Heusinkveld, B.G., Elbers, J.A., Moors, E.J. and Holtslag, A.A.M. (2011), "Exploring the urban heat island intensity of Dutch cities", Alterra Report 2170; Wageningen University, Netherlands.
  54. Varady, T., Martin, R. and Cox, J. (1997), "Reverse engineering of geometric models: An introduction", Comput. Aided Design., 29(4), 255-268. https://doi.org/10.1016/S0010-4485(96)00054-1
  55. Vartholomaios, A. (2015), "The residential solar block envelope: A method for enabling the development of compact urban blocks with high passive solar potential", Energy and Buildings, 99, 303-312 https://doi.org/10.1016/j.enbuild.2015.04.046
  56. Wand, M., Berner, A., Bokeloh, M., Jenke, P., Fleck, A., Hoffman, M., Maier, B., Staneker, D., Schilling, A. and Seidel, H.P. (2008), "Processing and interactive editing of huge point clouds from 3D scanners", Comput. Graph., 32(2), 204-220 https://doi.org/10.1016/j.cag.2008.01.010
  57. Weinmann, M. (2016), Reconstruction and Analysis of 3D Scenes, Springer International Publishing, Switzerland.
  58. White, D.A. (2013), Mapping Archaeological Landscapes from Space, Springer Science+Business Media, New York, U.S.A.
  59. Zwierzycki, M., Evers, H.L. and Tamke, M. (2016), "Parametric architectural design with point-clouds", Proceedings of the 34th eCAADe Conference: Vol. 2, Oulu, Finland, August.

Cited by

  1. A semi-automated method for integrating textural and material data into as-built BIM using TIS vol.5, pp.2, 2018, https://doi.org/10.12989/acd.2020.5.2.127