کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
246831 502391 2012 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Agent-based simulation of urban infrastructure asset management activities
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی عمران و سازه
پیش نمایش صفحه اول مقاله
Agent-based simulation of urban infrastructure asset management activities
چکیده انگلیسی

This paper presents a case for adopting agent-based modeling (ABM) as a framework for representing the complex interactions that occur within the context of urban infrastructure management. A generic ABM is proposed with four key agents namely; assets, users, operators and politicians. For each agent a set of generic attributes, actions and behaviors are defined. A detailed behavioral model is adapted from the service quality domain to represent customer perceptions and actions related to infrastructure level of service. An illustrative example of 20 assets and 50 user agents is simulated to demonstrate emergent agent behavior. The simulation highlights how varying user social and psychological behavior influences their response to consuming municipal infrastructure services. The model is evaluated by contrasting with a tradition Markov Decision Process framework. Results demonstrate how socio-technical aspects can be included within the complex decision making process of urban infrastructure management.


► A case for using agent-based models in infrastructure asset management is made.
► A generic agent-based model is developed.
► A behavioral model for user perceptions of service quality is proposed.
► The model is implemented and an illustrative example is presented.
► ABM results are contrasted to a Markov model.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Automation in Construction - Volume 28, December 2012, Pages 45–57
نویسندگان
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