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2019 | OriginalPaper | Buchkapitel

92. Occupants Behavior-Based Design Study Using BIM-GIS Integration: An Alternative Design Approach for Architects

verfasst von : Mahdi Afkhamiaghda, Akram Mahdaviparsa, Kereshmeh Afsari, Tamera McCuen

Erschienen in: Advances in Informatics and Computing in Civil and Construction Engineering

Verlag: Springer International Publishing

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Abstract

Occupant behavior is considered as one of the important factors that can influence the energy consumption of a building, therefore knowing occupant behavior as supporting data can help architects to design more resilient, and sustainable architecture. Employing this data in the design and construction can help with creating more efficient buildings. Simulation can help us to experiment and understand the behavior of the system using these data by creating logical, justifiable, and valid models. Recently, occupancy behavior data has been used in different simulation tools. However, most of the research focusing on indoor navigation does not consider Building Information Modeling (BIM) and its properties while making the occupancy behavior simulation. When it comes to the energy performance of the building, building model should be taken into account as it would help the design team to with a better understanding of the project. In this paper, we used a BIM-GIS platform, to demonstrate how the occupant tracking and behavior pattern extracted from a simulation model using stochastic data can be used as a facilitating information for the design process.

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Literatur
1.
Zurück zum Zitat Lall, S.V., Deichmann, U.: Density and disasters: economics of urban hazard risk. World Bank Res. Observer 27(1), 74–105 (2010)CrossRef Lall, S.V., Deichmann, U.: Density and disasters: economics of urban hazard risk. World Bank Res. Observer 27(1), 74–105 (2010)CrossRef
2.
Zurück zum Zitat Yoshino, H., Hong, T., Nord, N.: IEA EBC annex 53: total energy use in buildings—analysis and evaluation methods. Energy Build. 152, 124–136 (2017)CrossRef Yoshino, H., Hong, T., Nord, N.: IEA EBC annex 53: total energy use in buildings—analysis and evaluation methods. Energy Build. 152, 124–136 (2017)CrossRef
3.
Zurück zum Zitat Yan, D., O’Brien, W., Hong, T., Feng, X., Gunay, H.B., Tahmasebi, F., Mahdavi, A.: Occupant behavior modeling for building performance simulation: current state and future challenges. Energy Build. 107, 264–278 (2015)CrossRef Yan, D., O’Brien, W., Hong, T., Feng, X., Gunay, H.B., Tahmasebi, F., Mahdavi, A.: Occupant behavior modeling for building performance simulation: current state and future challenges. Energy Build. 107, 264–278 (2015)CrossRef
4.
Zurück zum Zitat Clevenger, C.M., Haymaker, J.: The impact of the building occupant on energy modeling simulations. In: Joint International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, pp. 1–10 (2006) Clevenger, C.M., Haymaker, J.: The impact of the building occupant on energy modeling simulations. In: Joint International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, pp. 1–10 (2006)
5.
Zurück zum Zitat Von Grabe, J.: How do occupants decide their interactions with the building? From qualitative data to a psychological framework of human-building-interaction. Energy Res. Soc. Sci. 14, 46–60 (2016)CrossRef Von Grabe, J.: How do occupants decide their interactions with the building? From qualitative data to a psychological framework of human-building-interaction. Energy Res. Soc. Sci. 14, 46–60 (2016)CrossRef
6.
Zurück zum Zitat Bottaccioli, L., Aliberti, A., Ugliotti, F., Patti, E., Osello, A., Macii, E., Acquaviva, A.: Building energy modelling and monitoring by integration of IoT devices and building information models. In: IEEE 41st Annual Conference on Computer Software and Applications (COMPSAC), vol. 1, pp. 914–922 (2017) Bottaccioli, L., Aliberti, A., Ugliotti, F., Patti, E., Osello, A., Macii, E., Acquaviva, A.: Building energy modelling and monitoring by integration of IoT devices and building information models. In: IEEE 41st Annual Conference on Computer Software and Applications (COMPSAC), vol. 1, pp. 914–922 (2017)
7.
Zurück zum Zitat Yasue, R., Habara, H., Nakamichi, A., Shimoda, Y.: Modeling the occupant behavior relating to window and air conditioner operation based on survey results. In: Proceedings of the 13th Conference of International Building Performance Simulation Association, Chambery, France (2013) Yasue, R., Habara, H., Nakamichi, A., Shimoda, Y.: Modeling the occupant behavior relating to window and air conditioner operation based on survey results. In: Proceedings of the 13th Conference of International Building Performance Simulation Association, Chambery, France (2013)
8.
Zurück zum Zitat Goyal, S., Ingley, H. A., Barooah, P.: Occupancy-based zone-climate control for energy-efficient buildings: complexity vs. performance. Appl Energy 106, 209–221 (2013)CrossRef Goyal, S., Ingley, H. A., Barooah, P.: Occupancy-based zone-climate control for energy-efficient buildings: complexity vs. performance. Appl Energy 106, 209–221 (2013)CrossRef
9.
Zurück zum Zitat Chen, Y., Liang, X., Hong, T., Luo, X.: Simulation and visualization of energy-related occupant behavior in office buildings. In: Building Simulation, vol. 10, No. 6, pp. 785–798. Tsinghua University Press (2017) Chen, Y., Liang, X., Hong, T., Luo, X.: Simulation and visualization of energy-related occupant behavior in office buildings. In: Building Simulation, vol. 10, No. 6, pp. 785–798. Tsinghua University Press (2017)
10.
Zurück zum Zitat Chen, Y., Hong, T., Luo, X.: An agent-based stochastic occupancy simulator. In: Building Simulation, vol. 11, No. 1, pp. 37–49. Tsinghua University Press (2018) Chen, Y., Hong, T., Luo, X.: An agent-based stochastic occupancy simulator. In: Building Simulation, vol. 11, No. 1, pp. 37–49. Tsinghua University Press (2018)
11.
Zurück zum Zitat Fang, Y., Cho, Y.K.., Zhang, S., Perez, E.: Case study of BIM and cloud–enabled real-time RFID indoor localization for construction management applications. J. Constr. Eng. Manag. 142(7), 05016003 (2016)CrossRef Fang, Y., Cho, Y.K.., Zhang, S., Perez, E.: Case study of BIM and cloud–enabled real-time RFID indoor localization for construction management applications. J. Constr. Eng. Manag. 142(7), 05016003 (2016)CrossRef
12.
Zurück zum Zitat Zhang, L., Liu, K., Jiang, Y., Li, X.Y., Liu, Y., Yang, P., Li, Z.: Montage: combine frames with movement continuity for realtime multi-user tracking. IEEE Trans. Mob. Comput. 16(4), 1019–1031 (2017)CrossRef Zhang, L., Liu, K., Jiang, Y., Li, X.Y., Liu, Y., Yang, P., Li, Z.: Montage: combine frames with movement continuity for realtime multi-user tracking. IEEE Trans. Mob. Comput. 16(4), 1019–1031 (2017)CrossRef
13.
Zurück zum Zitat Chintalapudi, K., Padmanabha Iyer A., Padmanabhan, V.N.: Indoor localization without the pain. In: Proceedings of the Sixteenth Annual International Conference on Mobile Computing and Networking, pp. 173–184. ACM (2010, September) Chintalapudi, K., Padmanabha Iyer A., Padmanabhan, V.N.: Indoor localization without the pain. In: Proceedings of the Sixteenth Annual International Conference on Mobile Computing and Networking, pp. 173–184. ACM (2010, September)
14.
Zurück zum Zitat Berbakov, L., Pavković, B., Vraneš, S.: Smart indoor positioning system for situation awareness in emergency situations. In: 26th International Workshop on Database and Expert Systems Applications, pp. 139–143 (2015) Berbakov, L., Pavković, B., Vraneš, S.: Smart indoor positioning system for situation awareness in emergency situations. In: 26th International Workshop on Database and Expert Systems Applications, pp. 139–143 (2015)
15.
Zurück zum Zitat Grönroos, S., Peltonen, L.M., Soloviev, V., Lilius, J., Salanterä, S.: Indoor positioning system for movement path analysis in healthcare institutions. Finnish J. eHealth eWelfare 9(2–3), 112–120 (2017)CrossRef Grönroos, S., Peltonen, L.M., Soloviev, V., Lilius, J., Salanterä, S.: Indoor positioning system for movement path analysis in healthcare institutions. Finnish J. eHealth eWelfare 9(2–3), 112–120 (2017)CrossRef
17.
Zurück zum Zitat Akkaya K., Guvenc I., Aygun R., Pala N., Kadri A.: IoT-based occupancy monitoring techniques for energy-efficient smart buildings. In: IEEE Wireless Communications and Networking Conference (WCNC), pp. 58–63 (2015) Akkaya K., Guvenc I., Aygun R., Pala N., Kadri A.: IoT-based occupancy monitoring techniques for energy-efficient smart buildings. In: IEEE Wireless Communications and Networking Conference (WCNC), pp. 58–63 (2015)
19.
Zurück zum Zitat Bai, Y.B., Wu, S., Wu, H.R., Zhang, K.: Overview of RFID-based indoor positioning technology. In: GSR (2012) Bai, Y.B., Wu, S., Wu, H.R., Zhang, K.: Overview of RFID-based indoor positioning technology. In: GSR (2012)
20.
Zurück zum Zitat Dardari, D., Closas, P., Djurić, P.M.: Indoor tracking: theory, methods, and technologies. IEEE Trans. Veh. Technol. 64(4), 1263–1278 (2015)CrossRef Dardari, D., Closas, P., Djurić, P.M.: Indoor tracking: theory, methods, and technologies. IEEE Trans. Veh. Technol. 64(4), 1263–1278 (2015)CrossRef
21.
Zurück zum Zitat Jin, G.Y., Lu, X.Y., Park, M.S.: An indoor localization mechanism using active RFID tag. In: IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, vol. 1, p. 4. IEEE (2006) Jin, G.Y., Lu, X.Y., Park, M.S.: An indoor localization mechanism using active RFID tag. In: IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, vol. 1, p. 4. IEEE (2006)
22.
Zurück zum Zitat Jin, Y., Soh, W., Wong, W.: An indoor localization mechanism using active RFID tag. In: Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous Trustworthy Computing (2006) Jin, Y., Soh, W., Wong, W.: An indoor localization mechanism using active RFID tag. In: Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous Trustworthy Computing (2006)
24.
Zurück zum Zitat Sapiezynski, P., Stopczynski, A., Gatej, R., Lehmann, S.: Tracking human mobility using wifi signals. PLoS ONE 10(7), e0130824 (2015)CrossRef Sapiezynski, P., Stopczynski, A., Gatej, R., Lehmann, S.: Tracking human mobility using wifi signals. PLoS ONE 10(7), e0130824 (2015)CrossRef
25.
Zurück zum Zitat Çiftler, B. S., Dikmese, S., Güvenç, İ., Akkaya, K., Kadri, A.: Occupancy counting with burst and intermittent signals in smart buildings. IEEE Internet Things J. (2017) Çiftler, B. S., Dikmese, S., Güvenç, İ., Akkaya, K., Kadri, A.: Occupancy counting with burst and intermittent signals in smart buildings. IEEE Internet Things J. (2017)
26.
Zurück zum Zitat Shin, H., Cha, H.: Wi-Fi fingerprint-based topological map building for indoor user tracking. In: IEEE 16th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), pp. 105–113. IEEE (2010, August) Shin, H., Cha, H.: Wi-Fi fingerprint-based topological map building for indoor user tracking. In: IEEE 16th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), pp. 105–113. IEEE (2010, August)
27.
Zurück zum Zitat AbouRizk, S.: Role of simulation in construction engineering and management. J. Constr. Eng. Manag. 136, 1140–1153 (2010)CrossRef AbouRizk, S.: Role of simulation in construction engineering and management. J. Constr. Eng. Manag. 136, 1140–1153 (2010)CrossRef
28.
Zurück zum Zitat Feng, X., Yan, D., Hong, T.: Simulation of occupancy in buildings. Energy Build. 87, 348–359 (2015)CrossRef Feng, X., Yan, D., Hong, T.: Simulation of occupancy in buildings. Energy Build. 87, 348–359 (2015)CrossRef
29.
Zurück zum Zitat Ma, Zhiliang, Ren, Yuan: Integrated application of BIM and GIS: an overview. Procedia Eng. 196, 1072–1079 (2017)CrossRef Ma, Zhiliang, Ren, Yuan: Integrated application of BIM and GIS: an overview. Procedia Eng. 196, 1072–1079 (2017)CrossRef
30.
Zurück zum Zitat Farnsworth, C.B., Beveridge, Simon, Miller, Kevin R., Christofferson, Jay P.: Application, advantages, and methods associated with using BIM in commercial construction. Int. J. Constr. Educ. Res. 11(3), 218–236 (2015)CrossRef Farnsworth, C.B., Beveridge, Simon, Miller, Kevin R., Christofferson, Jay P.: Application, advantages, and methods associated with using BIM in commercial construction. Int. J. Constr. Educ. Res. 11(3), 218–236 (2015)CrossRef
31.
Zurück zum Zitat Solihin, W., Eastman, C.: Classification of rules for automated BIM rule checking development. Autom. Constr. 53, 69–82 (2015)CrossRef Solihin, W., Eastman, C.: Classification of rules for automated BIM rule checking development. Autom. Constr. 53, 69–82 (2015)CrossRef
32.
Zurück zum Zitat Schwabe K., Liedtke S., König M., Teizer J.: BIM-based construction site layout planning and scheduling. In: International Conference on Computing in Civil and Building Engineering (ICCCBE) (2016) Schwabe K., Liedtke S., König M., Teizer J.: BIM-based construction site layout planning and scheduling. In: International Conference on Computing in Civil and Building Engineering (ICCCBE) (2016)
33.
Zurück zum Zitat Wu, B., Zhang, S.: Integration of GIS and BIM for indoor geovisual analytics. In: Halounova, L., Li, S., Šafář, V., Tomková, M., Rapant, P., Brázdil, K., Shi, W., Anton, F., Liu, Y., Stein, A., (eds.) XXIII ISPRS Congress, Commission II, pp. 455–458 (2016)CrossRef Wu, B., Zhang, S.: Integration of GIS and BIM for indoor geovisual analytics. In: Halounova, L., Li, S., Šafář, V., Tomková, M., Rapant, P., Brázdil, K., Shi, W., Anton, F., Liu, Y., Stein, A., (eds.) XXIII ISPRS Congress, Commission II, pp. 455–458 (2016)CrossRef
34.
Zurück zum Zitat Irizarry, J., Karan, E.P., Jalaei, F.: Integrating BIM and GIS to improve the visual monitoring of construction supply chain management. Autom. Constr. 241–254 (2013)CrossRef Irizarry, J., Karan, E.P., Jalaei, F.: Integrating BIM and GIS to improve the visual monitoring of construction supply chain management. Autom. Constr. 241–254 (2013)CrossRef
35.
Zurück zum Zitat Alreshidi, E., Mourshed, M., Rezgui, Y.: Factors for effective BIM governance. J. Build. Eng. 10, 89–101 (2017)CrossRef Alreshidi, E., Mourshed, M., Rezgui, Y.: Factors for effective BIM governance. J. Build. Eng. 10, 89–101 (2017)CrossRef
Metadaten
Titel
Occupants Behavior-Based Design Study Using BIM-GIS Integration: An Alternative Design Approach for Architects
verfasst von
Mahdi Afkhamiaghda
Akram Mahdaviparsa
Kereshmeh Afsari
Tamera McCuen
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-00220-6_92