Agent-based simulation of urban infrastructure asset management activities

被引:53
作者
Osman, Hesham
机构
[1] Nile University, Department of Structural Engineering, Cairo University
关键词
Infrastructure management; Agent-based systems; Simulation; Service quality; SYSTEM; CONSTRUCTION;
D O I
10.1016/j.autcon.2012.06.004
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
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. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:45 / 57
页数:13
相关论文
共 36 条
[1]   Integrated pavement management system with a Markovian prediction model [J].
Abaza, KA ;
Ashur, SA ;
Al-Khatib, IA .
JOURNAL OF TRANSPORTATION ENGINEERING-ASCE, 2004, 130 (01) :24-33
[2]  
AUSTROADS, 1997, STRAT IMPR ASS MAN P
[3]   Agent-Based Modeling: Approach for Improving Infrastructure Management [J].
Bernhardt, K. L. Sanford ;
McNeil, S. .
JOURNAL OF INFRASTRUCTURE SYSTEMS, 2008, 14 (03) :253-261
[4]   Agent-based modeling: Methods and techniques for simulating human systems [J].
Bonabeau, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 :7280-7287
[5]  
Brandt DR., 1989, Journal of Services Marketing, V3, P5, DOI DOI 10.1108/EUM0000000002495
[6]   Agent-Based Residential Water Use Behavior Simulation and Policy Implications: A Case-Study in Beijing City [J].
Chu, Junying ;
Wang, Can ;
Chen, Jining ;
Wang, Hao .
WATER RESOURCES MANAGEMENT, 2009, 23 (15) :3267-3295
[8]   Multiagent System for Construction Dispute Resolution (MAS-COR) [J].
El-Adaway, Islam H. ;
Kandil, Amr A. .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2010, 136 (03) :303-315
[9]   A domain ontology for construction concepts in urban infrastructure products [J].
El-Diraby, T. E. ;
Osman, Hesham .
AUTOMATION IN CONSTRUCTION, 2011, 20 (08) :1120-1132
[10]  
Federal Highway Administration, 1996, ASS MAN ADV STAT ART