Simulating and vizualising emergent production in construction (Epic)using agents and BIM

Lola Ben-Alon, Rafael Sacks

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

We present an agent-based simulation model developed for studying and improving production control in construction processes. The model represents individuals' decision making, knowledge and uncertainty. Simulation methods are particularly useful for assessing the impacts of different production control methods and information flows on production on site because field experiments in building projects suffer difficulties with isolating cause and effect. Existing methods such as Discrete Event Simulation (DES) are limited to model decision-making by individuals with distinct behaviour, context and knowledge representation. Agent-Based Simulation (ABS) may offer a better solution. The simulation developed exhibits the interdependence of individual crews as they interact with each other and share resources, reflecting the influence of crew leaders' perception of the project state on their workflow decisions. The model uniquely distinguishes between reality and perceived reality. Significantly, this allows experimentation with uncertainty as agents function within the context of what they know. Different management policies, such as the LPS, can be tested, as can the impact of different site information-flow systems. Unlike the few existing agent-based simulation models for construction, the simulation is situated in a realistic virtual environment modelled using BIM, allowing future experimental setups that can incorporate human subjects and real buildings.

Original languageEnglish
Title of host publicationProceedings of IGLC 23 - 23rd Annual Conference of the International Group for Lean Construction
Subtitle of host publicationGlobal Knowledge - Global Solutions
EditorsPaz Arroyo, Olli Seppanen, Vicente A. Gonzalez
Pages371-380
Number of pages10
ISBN (Electronic)9780987455796
StatePublished - 2015
Event23rd Annual Conference of the International Group for Lean Construction, IGLC 2015 - Perth, Australia
Duration: 28 Jul 201531 Jul 2015

Publication series

NameProceedings of IGLC 23 - 23rd Annual Conference of the International Group for Lean Construction: Global Knowledge - Global Solutions
Volume2015-January

Conference

Conference23rd Annual Conference of the International Group for Lean Construction, IGLC 2015
Country/TerritoryAustralia
CityPerth
Period28/07/1531/07/15

Keywords

  • Agent-based modelling and simulation
  • Building information modeling (BIM)
  • Information flow
  • Production control
  • Visualization.

All Science Journal Classification (ASJC) codes

  • Building and Construction
  • Civil and Structural Engineering

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