Case-based reasoning system for bridge management

George Morcous, Hugues Rivard, Adel Hanna

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

3 Citations (Scopus)

Abstract

A bridge deterioration model is an integral part of any complete Bridge Management Systems (BMSs). Popular models, such as Markovian deterioration models, have some limitations that affect the reliability of predicting bridge future condition. A Case-Based Reasoning (CBR) approach is being investigated to provide BMSs with a deterioration model that eliminates the shortcomings of Markovian models. The proposed approach consists in the implementation of a framework for a generic case-based reasoning system in modeling infrastructure facility deterioration. This paper presents the design of that framework and focuses on its case and knowledge representation, case retrieval, and case adaptation aspects. A special emphasis will be given to techniques used for measuring case similarity and matching time-dependent attributes.

Original languageEnglish (US)
Title of host publicationProceedings of the 8th International Conference on Computing in Civil and Building Engineering
Pages1363-1370
Number of pages8
DOIs
StatePublished - Dec 1 2000
Event8th International Conference on Computing in Civil and Building Engineering - Stanford, CA, United States
Duration: Aug 14 2000Aug 16 2000

Publication series

NameProceedings of the 8th International Conference on Computing in Civil and Building Engineering
Volume279

Conference

Conference8th International Conference on Computing in Civil and Building Engineering
CountryUnited States
CityStanford, CA
Period8/14/008/16/00

Fingerprint

Case based reasoning
Deterioration
Knowledge representation

ASJC Scopus subject areas

  • Computer Science Applications
  • Civil and Structural Engineering
  • Building and Construction

Cite this

Morcous, G., Rivard, H., & Hanna, A. (2000). Case-based reasoning system for bridge management. In Proceedings of the 8th International Conference on Computing in Civil and Building Engineering (pp. 1363-1370). (Proceedings of the 8th International Conference on Computing in Civil and Building Engineering; Vol. 279). https://doi.org/10.1061/40513(279)178

Case-based reasoning system for bridge management. / Morcous, George; Rivard, Hugues; Hanna, Adel.

Proceedings of the 8th International Conference on Computing in Civil and Building Engineering. 2000. p. 1363-1370 (Proceedings of the 8th International Conference on Computing in Civil and Building Engineering; Vol. 279).

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

Morcous, G, Rivard, H & Hanna, A 2000, Case-based reasoning system for bridge management. in Proceedings of the 8th International Conference on Computing in Civil and Building Engineering. Proceedings of the 8th International Conference on Computing in Civil and Building Engineering, vol. 279, pp. 1363-1370, 8th International Conference on Computing in Civil and Building Engineering, Stanford, CA, United States, 8/14/00. https://doi.org/10.1061/40513(279)178
Morcous G, Rivard H, Hanna A. Case-based reasoning system for bridge management. In Proceedings of the 8th International Conference on Computing in Civil and Building Engineering. 2000. p. 1363-1370. (Proceedings of the 8th International Conference on Computing in Civil and Building Engineering). https://doi.org/10.1061/40513(279)178
Morcous, George ; Rivard, Hugues ; Hanna, Adel. / Case-based reasoning system for bridge management. Proceedings of the 8th International Conference on Computing in Civil and Building Engineering. 2000. pp. 1363-1370 (Proceedings of the 8th International Conference on Computing in Civil and Building Engineering).
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