TY - GEN
T1 - Maintenance strategies for uncertain mechanical systems considering the effects of fatigue
AU - Valdebenito, M. A.
AU - Schuëller, G. I.
PY - 2009
Y1 - 2009
N2 - This contribution presents an approach for the optimal scheduling of maintenance activities of metallic structures prone to develop fatigue cracks. The crack propagation phenomenon is addressed using a fracture mechanics approach. The uncertainties in crack propagation and in inspection activities are modeled explicitly using probabilistic tools. Thus, the problem of scheduling of maintenance activities is addressed within the framework of reliability-based optimization (RBO); therefore, it is possible to minimize the cost of inspection, repair and eventual failure while explicitly accounting for the effects of uncertainties. For solving the underlying RBO problem, an efficient method recently developed by the authors is applied. Key features of this method are the identification of descent-feasible directions and the implementation of a line search strategy, in combination with an efficient approach for estimating reliability sensitivity. An application example addressing the practical implementation of the proposed approach is presented.
AB - This contribution presents an approach for the optimal scheduling of maintenance activities of metallic structures prone to develop fatigue cracks. The crack propagation phenomenon is addressed using a fracture mechanics approach. The uncertainties in crack propagation and in inspection activities are modeled explicitly using probabilistic tools. Thus, the problem of scheduling of maintenance activities is addressed within the framework of reliability-based optimization (RBO); therefore, it is possible to minimize the cost of inspection, repair and eventual failure while explicitly accounting for the effects of uncertainties. For solving the underlying RBO problem, an efficient method recently developed by the authors is applied. Key features of this method are the identification of descent-feasible directions and the implementation of a line search strategy, in combination with an efficient approach for estimating reliability sensitivity. An application example addressing the practical implementation of the proposed approach is presented.
KW - Advanced simulation techniques
KW - Fatigue cracks
KW - Maintenance scheduling
KW - Non-destructive inspection
KW - Reliability sensitivity
KW - Reliability-based optimization
UR - http://www.scopus.com/inward/record.url?scp=84858402803&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84858402803
SN - 9781905088300
T3 - Proceedings of the 12th International Conference on Civil, Structural and Environmental Engineering Computing
BT - Proceedings of the 12th International Conference on Civil, Structural and Environmental Engineering Computing
T2 - 12th International Conference on Civil, Structural and Environmental Engineering Computing, CC 2009
Y2 - 1 September 2009 through 4 September 2009
ER -