Generalized Probabilistic Framework for Optimum Inspection and Maintenance Planning

This paper proposes a generalized probabilistic framework for optimum inspection and maintenance planning of deteriorating structures. The proposed framework covers (1) the damage occurrence and propagation and service life prediction under uncertainty, (2) the relation between degree of damage and probability of damage detection of an inspection method, and (3) the effects of inspection and maintenance on service life and life-cycle cost. Optimum inspection and maintenance types and times are obtained through an optimization formulation by maximizing the expected service life and minimizing the expected total life-cycle cost consisting of inspection and maintenance costs. The service life, life-cycle cost, and maintenance delay, along with inspection and maintenance actions, are formulated using a decision tree model. The selection of the appropriate maintenance type depends on the degree of damage. The proposed framework is general and can be applied to any types of deteriorating structures or materials. Applications of the proposed framework may include, but are not limited to, bridges, buildings, aircrafts, and naval ships.

• Record URL:
  https://doi.org/10.1061/(ASCE)ST.1943-541X.0000676
• Availability:
  • Find a library where document is available. Order URL: http://worldcat.org/issn/07339445
• Supplemental Notes:
  • Copyright © 2012 American Society of Civil Engineers
• Authors:
  • Kim, Sung-Bae
  • Frangopol, Dan M
  • Soliman, Mohamed
• Publication Date: 2013-3

Language

• English

Media Info

• Media Type: Print
• Pagination: pp. 435-447
• Serial:
  • Journal of Structural Engineering
  • Volume: 139
  • Issue Number: 3
  • Publisher: American Society of Civil Engineers
  • ISSN: 0733-9445
  • Serial URL: http://ascelibrary.org/loi/jsendh

Subject/Index Terms

• TRT Terms: Decision trees; Inspection; Life cycle costing; Maintenance; Optimization; Probability; Service life; Structural deterioration and defects; Uncertainty
• Uncontrolled Terms: Damage detection; Maintenance costs; Maintenance planning
• Subject Areas: Maintenance and Preservation; Transportation (General); I61: Equipment and Maintenance Methods;

Filing Info

• Accession Number: 01476072
• Record Type: Publication
• Files: TRIS, ASCE
• Created Date: Mar 18 2013 7:42AM