Skip to main content

2015 | OriginalPaper | Buchkapitel

Hidden Presence: Sensing Occupancy and Extracting Value from Occupancy Data

verfasst von : Larissa Suzuki, Peter Cooper, Theo Tryfonas, George Oikonomou

Erschienen in: Design, User Experience, and Usability: Interactive Experience Design

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper we review various technical architectures for sensing occupancy in commercial real estate spaces and discuss the potential benefits of applications that could be built upon the collected data. The technical capabilities reviewed range from simple presence detection to identifying individual workers and relating those semantically to jobs, teams, processes or other elements of the business. The volume and richness of accumulated data varies accordingly allowing the development of a range of occupancy monitoring applications that could bring multiple benefits to an organization. We find that overall occupancy-based applications are underappreciated in the Smart Buildings mantra due to occupancy’s inability to align to traditional building engineering silos, a lack of common view between stakeholders with respect to what is ‘value’ and the current client assessment tendencies which use predominantly demonstrator-based logic rather than a combination of practical demonstrators and theoretical value. We demonstrate that in commercial office buildings, occupancy-based Smart Building concepts have the potential to deliver benefits that can be orders of magnitude greater than current practice associated with silos such as energy and lighting. The directness of value in these is far more variable however, and the barriers and enablers to its realization are non-trivial. We identify and discuss these factors (including privacy, perceived additional capital expenditure, retrofitting requirements etc.) in more detail and relate them to stages of design and delivery of the built environment. We conclude that, on the presumption costs of development and implementation are relatively similar, the value streams of occupancy-based systems, while requiring more careful and bespoke design in the short term, could produce greater lifetime value in commercial office scenarios than leading smart building technologies.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat United Nations, World Population Prospects: The 2010 revision. extended dataset on CD-ROM, ST/ESA/SER.A/308, Sales No. 11.XIII.7. Department of Economic and Social Affairs, Population Division, NY (2011) United Nations, World Population Prospects: The 2010 revision. extended dataset on CD-ROM, ST/ESA/SER.A/308, Sales No. 11.XIII.7. Department of Economic and Social Affairs, Population Division, NY (2011)
3.
Zurück zum Zitat Bose, R.K. (ed.): Energy Efficient Cities: Assessment Tools and Benchmarking Practices, World Bank, Washington, D.C. (2009) Bose, R.K. (ed.): Energy Efficient Cities: Assessment Tools and Benchmarking Practices, World Bank, Washington, D.C. (2009)
5.
Zurück zum Zitat Sinopoli, J.: Smart buildings: a handbook for the design and operation of building technology systems, (2006) Sinopoli, J.: Smart buildings: a handbook for the design and operation of building technology systems, (2006)
6.
Zurück zum Zitat Erickson, V.L., Lin, Y., Kamthe, A. Brahme, R., Surana, A., Cerpa, A., Sohn, E.M.D., Narayanan, S.: Energy efficient building environment control strategies using real-time occupancy measurements. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 19–24 (2009) Erickson, V.L., Lin, Y., Kamthe, A. Brahme, R., Surana, A., Cerpa, A., Sohn, E.M.D., Narayanan, S.: Energy efficient building environment control strategies using real-time occupancy measurements. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 19–24 (2009)
7.
Zurück zum Zitat Estrin, D., Girod, L., Pottie, G., Srivastava, M.: Instrumenting the world with wireless sensor networks. In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 2033–2036 (2001) Estrin, D., Girod, L., Pottie, G., Srivastava, M.: Instrumenting the world with wireless sensor networks. In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 2033–2036 (2001)
8.
Zurück zum Zitat Gao, G., Whitehouse, K.: The self-programming thermostat: optimizing setback schedules based on home occupancy patterns. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 67–72 (2009) Gao, G., Whitehouse, K.: The self-programming thermostat: optimizing setback schedules based on home occupancy patterns. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 67–72 (2009)
9.
Zurück zum Zitat Delaney, D.T., O’Hare, G.M.P., Ruzzelli, A.G.: Evaluation of energy-efficiency in lighting systems using sensor networks. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 61–66 (2009) Delaney, D.T., O’Hare, G.M.P., Ruzzelli, A.G.: Evaluation of energy-efficiency in lighting systems using sensor networks. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 61–66 (2009)
10.
Zurück zum Zitat Agarwal, Y., Hodges, S., Chandra, R., Scott, J., Bahl, P., Gupta, R.: Somniloquy: augmenting network interfaces to reduce PC energy usage. In: Proceedings of USENIX Symposium on Networked Systems Design and Implementation (NSDI) (2009) Agarwal, Y., Hodges, S., Chandra, R., Scott, J., Bahl, P., Gupta, R.: Somniloquy: augmenting network interfaces to reduce PC energy usage. In: Proceedings of USENIX Symposium on Networked Systems Design and Implementation (NSDI) (2009)
11.
Zurück zum Zitat Agarwal, Y., Savage, S., Gupta, R.: Sleep server: a software-only approach for reducing the energy consumption of PCS within enterprise environments. In: Proceedings of USENIX Annual Technical Symposium (USENIX ATC) (2010) Agarwal, Y., Savage, S., Gupta, R.: Sleep server: a software-only approach for reducing the energy consumption of PCS within enterprise environments. In: Proceedings of USENIX Annual Technical Symposium (USENIX ATC) (2010)
12.
Zurück zum Zitat Lo, L.J., Novoselac, A.: Localized air-conditioning with occupancy control in an open office. Energy Build. 42, 1120–1128 (2010)CrossRef Lo, L.J., Novoselac, A.: Localized air-conditioning with occupancy control in an open office. Energy Build. 42, 1120–1128 (2010)CrossRef
13.
Zurück zum Zitat Zhu, Y., Liu, M.et al.: Optimization of Control Strategies for HVAC Terminal Boxes. In: Proceedings of 12th Symposium on Improving Building Systems in Hot and Humid Climates (2000) Zhu, Y., Liu, M.et al.: Optimization of Control Strategies for HVAC Terminal Boxes. In: Proceedings of 12th Symposium on Improving Building Systems in Hot and Humid Climates (2000)
14.
Zurück zum Zitat Padmanabh, K., Malikarjuna, A., Sen, V.S., Katru, S.P., Kumar, A., Vuppala, S.P.C.S.K., Paul, S.: iSense: a wireless sensor network based conference room management system. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 37–42 (2009) Padmanabh, K., Malikarjuna, A., Sen, V.S., Katru, S.P., Kumar, A., Vuppala, S.P.C.S.K., Paul, S.: iSense: a wireless sensor network based conference room management system. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, pp. 37–42 (2009)
15.
Zurück zum Zitat Abushakra, B., Claridge, D.: Accounting for the occupancy variable in inverse building energy baselining models. In: ICBEO. Energy Systems Laboratory (2001) Abushakra, B., Claridge, D.: Accounting for the occupancy variable in inverse building energy baselining models. In: ICBEO. Energy Systems Laboratory (2001)
16.
Zurück zum Zitat Agarwal, Y., Balaji, B., Gupta, R., Lyles, J., Wei, M., Weng, T.: Occupancy-driven energy management for smart building automation. In: BuildSys (2010) Agarwal, Y., Balaji, B., Gupta, R., Lyles, J., Wei, M., Weng, T.: Occupancy-driven energy management for smart building automation. In: BuildSys (2010)
17.
Zurück zum Zitat Dodier, R.H., Henze, G.P., Tiller, D.K., Guo, X.: Building occupancy detection through sensor belief networks. Energy & Buildings (2006) Dodier, R.H., Henze, G.P., Tiller, D.K., Guo, X.: Building occupancy detection through sensor belief networks. Energy & Buildings (2006)
18.
Zurück zum Zitat Marchiori, A., Han, Q.: Distributed wireless control for building energy management. In: Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building, BuildSys 2010, pp. 37–42. ACM, NY (2010) Marchiori, A., Han, Q.: Distributed wireless control for building energy management. In: Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building, BuildSys 2010, pp. 37–42. ACM, NY (2010)
19.
Zurück zum Zitat Nguyen, T. A., Aiello, M.: Beyond Indoor Presence Monitoring with Simple Sensors. In: Proceedings of the 2nd International Conference on Pervasive and Embedded Computing and Communication Systems (2012) Nguyen, T. A., Aiello, M.: Beyond Indoor Presence Monitoring with Simple Sensors. In: Proceedings of the 2nd International Conference on Pervasive and Embedded Computing and Communication Systems (2012)
20.
Zurück zum Zitat Hagras, H., Callaghan, V., Colley, M., Clarke, G., Pounds-Cornish, A., Duman, H.: Creating an ambient-intelligence environment using embedded agents, IEEE Intell. Syst. 19(6), 12–20 (2004)CrossRef Hagras, H., Callaghan, V., Colley, M., Clarke, G., Pounds-Cornish, A., Duman, H.: Creating an ambient-intelligence environment using embedded agents, IEEE Intell. Syst. 19(6), 12–20 (2004)CrossRef
21.
Zurück zum Zitat Singhvi, V., Krause, A., Guestrin, C., Garrett Jr., J.H., Matthews, H.S.: Intelligent light control using sensor networks. In: Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, SenSys, pp. 218–229. ACM, NY (2005) Singhvi, V., Krause, A., Guestrin, C., Garrett Jr., J.H., Matthews, H.S.: Intelligent light control using sensor networks. In: Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, SenSys, pp. 218–229. ACM, NY (2005)
22.
Zurück zum Zitat Chen, H., Chou, P., Duri, S., Lei, H., Reason, J.: The design and implementation of a smart building control system In: IEEE International Conference on e-Business Engineering, ICEBE. pp. 255–262 (2009) Chen, H., Chou, P., Duri, S., Lei, H., Reason, J.: The design and implementation of a smart building control system In: IEEE International Conference on e-Business Engineering, ICEBE. pp. 255–262 (2009)
23.
Zurück zum Zitat Erickson, V.L., Lin, Y., Kamthe, A., Rohini, B., Surana, A., Cerpa, A.E., Sohn, M.D., Narayanan, S.: Energy Efficient building environment control strategies using realtime occupancy measurements. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, BuildSys 2009, pp. 19–24. ACM, NY (2009) Erickson, V.L., Lin, Y., Kamthe, A., Rohini, B., Surana, A., Cerpa, A.E., Sohn, M.D., Narayanan, S.: Energy Efficient building environment control strategies using realtime occupancy measurements. In: Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, BuildSys 2009, pp. 19–24. ACM, NY (2009)
24.
Zurück zum Zitat Barbato, A., Borsani, L., Capone, A., Melzi, S.: Home energy saving through a user profiling system based on wireless sensors. In: Conference on Embedded Networked Sensor Systems, pp. 49–54 (2009) Barbato, A., Borsani, L., Capone, A., Melzi, S.: Home energy saving through a user profiling system based on wireless sensors. In: Conference on Embedded Networked Sensor Systems, pp. 49–54 (2009)
25.
Zurück zum Zitat Tarzia, S. P., Dick, R. P., Dinda, P.A., Memik. G.: Sonar-based measurement of user presence and attention. In: UbiComp, pp. 89–92 (2009) Tarzia, S. P., Dick, R. P., Dinda, P.A., Memik. G.: Sonar-based measurement of user presence and attention. In: UbiComp, pp. 89–92 (2009)
26.
Zurück zum Zitat Wang, S., Jin, X.: Co 2-based occupancy detection for on-line outdoor air flow control. Indoor Built Environ. 7(3), 165–181 (1998)MathSciNetCrossRef Wang, S., Jin, X.: Co 2-based occupancy detection for on-line outdoor air flow control. Indoor Built Environ. 7(3), 165–181 (1998)MathSciNetCrossRef
27.
Zurück zum Zitat Calì, D., Matthes, P., Huchtemann, K., Streblow, R., Müller, D.: CO2 based occupancy detection algorithm: experimental analysis and validation for office and residential buildings. Build. Environ. 86, 39–49 (2015)CrossRef Calì, D., Matthes, P., Huchtemann, K., Streblow, R., Müller, D.: CO2 based occupancy detection algorithm: experimental analysis and validation for office and residential buildings. Build. Environ. 86, 39–49 (2015)CrossRef
28.
Zurück zum Zitat Mozer, M.: The Neural Network House: An Environment that Adapts to its Inhabitants. In Proceedings of the American Association for Artificial Intelligence (1998) Mozer, M.: The Neural Network House: An Environment that Adapts to its Inhabitants. In Proceedings of the American Association for Artificial Intelligence (1998)
29.
30.
Zurück zum Zitat Hughes, W. P., Ancell, D., Gruneberg, S. Hirst, L.: Exposing the myth of the 1:5:200 ratio relating initial cost, maintenance and staffing costs of office buildings. In: ARCOM Conference, p. 12 (2004) Hughes, W. P., Ancell, D., Gruneberg, S. Hirst, L.: Exposing the myth of the 1:5:200 ratio relating initial cost, maintenance and staffing costs of office buildings. In: ARCOM Conference, p. 12 (2004)
31.
Zurück zum Zitat WRAP. Green Office: A guide to running a more cost-effective and environmentally sustainable office (2014) WRAP. Green Office: A guide to running a more cost-effective and environmentally sustainable office (2014)
32.
Zurück zum Zitat Department of Business, UK Government: Analysis on UK Wages, 14 February (2015) Department of Business, UK Government: Analysis on UK Wages, 14 February (2015)
Metadaten
Titel
Hidden Presence: Sensing Occupancy and Extracting Value from Occupancy Data
verfasst von
Larissa Suzuki
Peter Cooper
Theo Tryfonas
George Oikonomou
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-20889-3_39

Neuer Inhalt