Organization-centered multi-agent systems for dynamic highway maintenance planning

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Maintaining the infrastructure involves managing structural elements requiring different maintenance strategies. Some elements have to be maintained at regular intervals based on a pre-programmed routine. Other elements are inspected at regular intervals and the specific the requirements for maintenance remain unknown until after the inspection. The latter complicates job scheduling as it disrupts existing programs for routine maintenance. Conventional maintenance planning systems lack dynamism and/ or fail to acknowledge all relations between actors, activities and resources. This paper discusses the potential of addressing these challenges using an organization-centered agent-modeling approach where different scenarios are encapsulated in agent models which captures: 1) global organization strategy and goals, and 2) the objectives and requirements of different stakeholders. Specific challenges of maintenance planning that cannot be fully addressed using conventional tools have been identified. The paper describes implemented of proof-of-concept organization-centered agent models that capture the requirements of maintenance planning.

Original languageEnglish (US)
Title of host publicationComputing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering
Pages161-169
Number of pages9
DOIs
StatePublished - Dec 1 2012
Event2012 ASCE International Conference on Computing in Civil Engineering - Clearwater Beach, FL, United States
Duration: Jun 17 2012Jun 20 2012

Publication series

NameCongress on Computing in Civil Engineering, Proceedings

Other

Other2012 ASCE International Conference on Computing in Civil Engineering
CountryUnited States
CityClearwater Beach, FL
Period6/17/126/20/12

Fingerprint

Multi agent systems
Planning
Inspection
Scheduling

All Science Journal Classification (ASJC) codes

  • Civil and Structural Engineering
  • Computer Science Applications

Cite this

Obonyo, E. A., & Anumba, C. (2012). Organization-centered multi-agent systems for dynamic highway maintenance planning. In Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering (pp. 161-169). (Congress on Computing in Civil Engineering, Proceedings). https://doi.org/10.1061/9780784412343.0021
Obonyo, Esther Adhiambo ; Anumba, C. / Organization-centered multi-agent systems for dynamic highway maintenance planning. Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. 2012. pp. 161-169 (Congress on Computing in Civil Engineering, Proceedings).
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Obonyo, EA & Anumba, C 2012, Organization-centered multi-agent systems for dynamic highway maintenance planning. in Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. Congress on Computing in Civil Engineering, Proceedings, pp. 161-169, 2012 ASCE International Conference on Computing in Civil Engineering, Clearwater Beach, FL, United States, 6/17/12. https://doi.org/10.1061/9780784412343.0021

Organization-centered multi-agent systems for dynamic highway maintenance planning. / Obonyo, Esther Adhiambo; Anumba, C.

Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. 2012. p. 161-169 (Congress on Computing in Civil Engineering, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Obonyo EA, Anumba C. Organization-centered multi-agent systems for dynamic highway maintenance planning. In Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. 2012. p. 161-169. (Congress on Computing in Civil Engineering, Proceedings). https://doi.org/10.1061/9780784412343.0021