A conceptual framework to simulate building occupancy using crowd modelling techniques for energy analysis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The causes of the performance gap between the predicted energy demand and actual End Use Energy Demand (EUED) are seen to be underpinned by two main issues. The first issue is the assumptions for the modelling tools in term of physical attributes of buildings, building system and occupants. The second issue, which is more problematic, is whether the given inputs to the modelling tools are realistic or not, in particular, business requirements (fixed or flexible schedules), occupancy (level, pattern & behaviour) and Building Management System (BMS) which can be overly simplified and are unable to address the dynamism between factors within buildings. This over-simplification (often necessary to run the model) is seen the major cause of the performance gap. In this paper, the authors attempt to address one of the issues with regards to the occupancy in large public buildings with significant people movement, such as subway station, museums, public library. The traditional approach is using statistical benchmarking data to establish the basic occupancy schedule, such approach is often not reliable and doesn’t reflect the operational reality which is dynamic and unpredictable. However, the challenges of dynamics of people movement have been tackled in the other areas such as crowd modelling and people moving analysis. Techniques and tools have been developed to simulate people movement in different environment. This paper proposes an approach of employing people movement modelling technique to simulate the occupancy in public buildings.
Original languageEnglish
Title of host publicationProceedings of the 33rd International Conference of CIB W78, Brisbane, Australia, 31 October - 2 November
Publication statusPublished - 31 Oct 2016
Event33rd CIB W78 Conference 2016: Application of IT in the Architecture, Engineering and Construction Industry - Brisbane, Australia
Duration: 31 Oct 20162 Nov 2016
Conference number: 33
http://www.cibw78.org/conferences/ (Link to Conference Website)

Conference

Conference33rd CIB W78 Conference 2016
CountryAustralia
CityBrisbane
Period31/10/162/11/16
Internet address

Fingerprint

Subway stations
Museums
Benchmarking
Industry

Cite this

Wu, S., & Del Zendeh Soumeh Saraei, E. (2016). A conceptual framework to simulate building occupancy using crowd modelling techniques for energy analysis. In Proceedings of the 33rd International Conference of CIB W78, Brisbane, Australia, 31 October - 2 November [Paper 12]
Wu, Song ; Del Zendeh Soumeh Saraei, Elham. / A conceptual framework to simulate building occupancy using crowd modelling techniques for energy analysis. Proceedings of the 33rd International Conference of CIB W78, Brisbane, Australia, 31 October - 2 November . 2016.
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title = "A conceptual framework to simulate building occupancy using crowd modelling techniques for energy analysis",
abstract = "The causes of the performance gap between the predicted energy demand and actual End Use Energy Demand (EUED) are seen to be underpinned by two main issues. The first issue is the assumptions for the modelling tools in term of physical attributes of buildings, building system and occupants. The second issue, which is more problematic, is whether the given inputs to the modelling tools are realistic or not, in particular, business requirements (fixed or flexible schedules), occupancy (level, pattern & behaviour) and Building Management System (BMS) which can be overly simplified and are unable to address the dynamism between factors within buildings. This over-simplification (often necessary to run the model) is seen the major cause of the performance gap. In this paper, the authors attempt to address one of the issues with regards to the occupancy in large public buildings with significant people movement, such as subway station, museums, public library. The traditional approach is using statistical benchmarking data to establish the basic occupancy schedule, such approach is often not reliable and doesn’t reflect the operational reality which is dynamic and unpredictable. However, the challenges of dynamics of people movement have been tackled in the other areas such as crowd modelling and people moving analysis. Techniques and tools have been developed to simulate people movement in different environment. This paper proposes an approach of employing people movement modelling technique to simulate the occupancy in public buildings.",
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Wu, S & Del Zendeh Soumeh Saraei, E 2016, A conceptual framework to simulate building occupancy using crowd modelling techniques for energy analysis. in Proceedings of the 33rd International Conference of CIB W78, Brisbane, Australia, 31 October - 2 November ., Paper 12, 33rd CIB W78 Conference 2016, Brisbane, Australia, 31/10/16.

A conceptual framework to simulate building occupancy using crowd modelling techniques for energy analysis. / Wu, Song; Del Zendeh Soumeh Saraei, Elham.

Proceedings of the 33rd International Conference of CIB W78, Brisbane, Australia, 31 October - 2 November . 2016. Paper 12.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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N2 - The causes of the performance gap between the predicted energy demand and actual End Use Energy Demand (EUED) are seen to be underpinned by two main issues. The first issue is the assumptions for the modelling tools in term of physical attributes of buildings, building system and occupants. The second issue, which is more problematic, is whether the given inputs to the modelling tools are realistic or not, in particular, business requirements (fixed or flexible schedules), occupancy (level, pattern & behaviour) and Building Management System (BMS) which can be overly simplified and are unable to address the dynamism between factors within buildings. This over-simplification (often necessary to run the model) is seen the major cause of the performance gap. In this paper, the authors attempt to address one of the issues with regards to the occupancy in large public buildings with significant people movement, such as subway station, museums, public library. The traditional approach is using statistical benchmarking data to establish the basic occupancy schedule, such approach is often not reliable and doesn’t reflect the operational reality which is dynamic and unpredictable. However, the challenges of dynamics of people movement have been tackled in the other areas such as crowd modelling and people moving analysis. Techniques and tools have been developed to simulate people movement in different environment. This paper proposes an approach of employing people movement modelling technique to simulate the occupancy in public buildings.

AB - The causes of the performance gap between the predicted energy demand and actual End Use Energy Demand (EUED) are seen to be underpinned by two main issues. The first issue is the assumptions for the modelling tools in term of physical attributes of buildings, building system and occupants. The second issue, which is more problematic, is whether the given inputs to the modelling tools are realistic or not, in particular, business requirements (fixed or flexible schedules), occupancy (level, pattern & behaviour) and Building Management System (BMS) which can be overly simplified and are unable to address the dynamism between factors within buildings. This over-simplification (often necessary to run the model) is seen the major cause of the performance gap. In this paper, the authors attempt to address one of the issues with regards to the occupancy in large public buildings with significant people movement, such as subway station, museums, public library. The traditional approach is using statistical benchmarking data to establish the basic occupancy schedule, such approach is often not reliable and doesn’t reflect the operational reality which is dynamic and unpredictable. However, the challenges of dynamics of people movement have been tackled in the other areas such as crowd modelling and people moving analysis. Techniques and tools have been developed to simulate people movement in different environment. This paper proposes an approach of employing people movement modelling technique to simulate the occupancy in public buildings.

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Wu S, Del Zendeh Soumeh Saraei E. A conceptual framework to simulate building occupancy using crowd modelling techniques for energy analysis. In Proceedings of the 33rd International Conference of CIB W78, Brisbane, Australia, 31 October - 2 November . 2016. Paper 12