Multiobjective Framework for Managing Municipal Integrated Infrastructure

被引:25
|
作者
Abu Samra, Soliman [1 ]
Ahmed, Mahmoud [1 ]
Hammad, Amin [2 ]
Zayed, Tarek [1 ]
机构
[1] Concordia Univ, Dept Bldg Civil & Environm Engn, Montreal, PQ H3G 1M8, Canada
[2] Concordia Univ, Concordia Inst Informat Syst Engn, Montreal, PQ H3G 1M8, Canada
关键词
Integrated asset management; Infrastructure planning; Multiobjective optimization; Key performance indicators; Decision making; Cost and schedule; OPTIMIZATION;
D O I
10.1061/(ASCE)CO.1943-7862.0001402
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The massive number of infrastructure intervention activities occurring in cities leads to detrimental social, environmental, and economic impacts on the community. Thus, integrating the asset intervention activities is required to minimize the community disruption and maintain an acceptable level of service throughout the assets' lifecycle. This paper presents an integrated multiobjective asset management system for the road and water infrastructure that enables asset managers to trade off intervention alternatives and compare the outcomes of both conventional and integrated asset management systems. The multiobjective framework considers (1) physical state, (2) lifecycle costs, (3) user costs, and (4) replacement value. It revolves through three core models: (1) a database model that contains detailed asset inventory for the road and water networks; (2) key performance indicator (KPI) computational models for assessing the impact of the intervention plan on the predefined set of KPIs; and (3) an optimization model that relies on a combination of metaheuristics, dynamic programming, and goal optimization to schedule the intervention activities throughout the planning horizon. The system is applied to road and water networks in Kelowna, British Columbia, and the results show 33 and 50% savings in lifecycle costs and user costs, respectively. Moreover, it shows the potential ability to scale the framework to include other infrastructure such as sewer, electricity, gas, and telecom, provided that the information can be shared among these entities. (C) 2017 American Society of Civil Engineers.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Towards an Integrated GIS Framework for Managing Environmental Data
    Gui, Zhiming
    Huang, Zhou
    Xie, Xuetong
    2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,
  • [22] Maintenance of municipal infrastructure
    Chalmers Univ of Technology, Gothenburg, Sweden
    J Infrastruct Syst, 4 (139-145):
  • [23] A POMDP framework for integrated sche duling of infrastructure maintenance and inspection
    Kim, Jong Woo
    Choi, Go Bong
    Lee, Jong Min
    COMPUTERS & CHEMICAL ENGINEERING, 2018, 112 : 239 - 252
  • [24] An Integrated Modeling Framework for Infrastructure System-of-systems Simulation
    Grogan, Paul T.
    de Weck, Olivier L.
    2013 7TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON 2013), 2013, : 483 - 490
  • [25] An integrated framework for assessing and mitigating risks to maritime critical infrastructure
    Adler, Richard M.
    Fuller, Jeff
    2007 IEEE CONFERENCE ON TECHNOLOGIES FOR HOMELAND SECURITY: ENHANCING CRITICAL INFRASTRUCTURE DEPENDABILITY, 2007, : 252 - +
  • [26] An Integrated Framework of Green Stormwater Infrastructure Planning-A Review
    Lu, Gang
    Wang, Lin
    SUSTAINABILITY, 2021, 13 (24)
  • [27] MUNICIPAL SERVICES AND THE RIGHT OF OWNERSHIP ON MUNICIPAL INFRASTRUCTURE
    Derda, Dario
    ZBORNIK PRAVNOG FAKULTETA SVEUCILISTA U RIJECI, 2006, 27 (01): : 211 - 239
  • [28] A multiobjective optimization framework for sustainable design of municipal solid waste processing pathways to energy and materials
    Rizwan, Muhammad
    Saif, Yousef
    Almansoori, Ali
    Elkamel, Ali
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2020, 44 (02) : 771 - 783
  • [29] Proposed holistic framework for managing development of road infrastructure technology in South Africa
    Rust, FC
    Vos, RM
    TECHNOLOGY TRANSFER AND TRAINING, 1998, (1637): : 18 - 23
  • [30] Community Development Districts: An Innovative Institutional Framework for Financing and Managing Infrastructure in Florida?
    Scutelnicu, Gina
    Ganapati, Sukumar
    ECONOMIC DEVELOPMENT QUARTERLY, 2012, 26 (04) : 361 - 372