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Author

Kim, Namhun
UNIST Computer-Integrated Manufacturing Lab (UCIM)
Research Interests
  • Additive Manufacturing (3D Printing), Manufacturing Systems, Agent-based Simulation

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어포던스 기반 FSA모델을 이용한 대피자 행동 모델링 및 시뮬레이션

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Title
어포던스 기반 FSA모델을 이용한 대피자 행동 모델링 및 시뮬레이션
Other Titles
Modeling and Simulation of Emergent Evacuation Using Affordance-based FSA Models
Author
Joo, JaekooKim, Namhun
Keywords
Affordance Theory; Formal Modeling; Finite State Automata; Human-Involved Complex Systems
Issue Date
201106
Publisher
대한산업공학회
Citation
대한산업공학회지, v.37, no.2, pp.96 - 104
Abstract
Modeling and simulation of human-involved complex systems pose challenges to representing human decision makings into logical systems because of the nondeterministic and dynamic nature of human behaviors. In modeling perspectives, human's activities in systems can increase uncertainty and complexity, because he or she can potentially access all other resources within the system and change the system states. To address all of these human involvements in the system, this research suggests applying the Finite State Automata (FSA)-based formal modeling of human-involved systems that incorporates the ecological concept of affordances to an evacuation simulation, so that human behavioral patterns under urgent and dynamic emergency situations can be considered in the real-time simulation. The proposed simulation methodologies were interpreted using the warehouse fire evacuation simulation to clarify the applicability of the proposed methodology. This research is expected to merge system engineering technologies and human factors, and come out to the new predictive modeling methodology for disaster simulations. This research can be applied to a variety of applications such as building layout designs and building access control systems for emergency situations.
URI
http://scholarworks.unist.ac.kr/handle/201301/3723
ISSN
1225-0988
Appears in Collections:
DHE_Journal Papers

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