Dynamic approach for optimal inspection planning of fatigue cracked components
The Fatigue Crack Growth (FCG) is one of the main processes that can lead to unexpected failure of mechanical components. To ensure appropriate operation of mechanical systems, an inspection maintenance scheduling is required. The goal of this paper is to establish a predictive model for the optimal...
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| Published in | Journal of constructional steel research Vol. 115; pp. 263 - 275 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
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Elsevier Ltd
01.12.2015
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| Abstract | The Fatigue Crack Growth (FCG) is one of the main processes that can lead to unexpected failure of mechanical components. To ensure appropriate operation of mechanical systems, an inspection maintenance scheduling is required. The goal of this paper is to establish a predictive model for the optimal inspection time based on reliability analysis. The combination of response surface method with the first order reliability method is used to assess the reliability with respect to uncertainties related to geometrical parameters, materials and loading. The proposed approach takes into account the results of previous inspections, where the reliability is reevaluated in this case by using Bayesian approach. The main feature of the proposed model lies in the dynamic consideration of inspection results. A formulation of the total cost function is determined according to the maintenance strategy to be performed; the optimal inspection time is calculated by minimization procedure. A generalization of this method is performed in the case of multiple inspections. In order to validate the proposed method, three applications are discussed in this paper, where the results show the interest of considering dynamic planning of crack inspections.
•A new approach is proposed to predict the inspection time for FCG.•The inspection time optimization for FCG based on previous inspection results•Validation of the proposed approach on complex engineering parts•Proposed approach leads to better predict the lifespan of FCG engineering structures. |
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| AbstractList | The Fatigue Crack Growth (FCG) is one of the main processes that can lead to unexpected failure of mechanical components. To ensure appropriate operation of mechanical systems, an inspection maintenance scheduling is required. The goal of this paper is to establish a predictive model for the optimal inspection time based on reliability analysis. The combination of response surface method with the first order reliability method is used to assess the reliability with respect to uncertainties related to geometrical parameters, materials and loading. The proposed approach takes into account the results of previous inspections, where the reliability is reevaluated in this case by using Bayesian approach. The main feature of the proposed model lies in the dynamic consideration of inspection results. A formulation of the total cost function is determined according to the maintenance strategy to be performed; the optimal inspection time is calculated by minimization procedure. A generalization of this method is performed in the case of multiple inspections. In order to validate the proposed method, three applications are discussed in this paper, where the results show the interest of considering dynamic planning of crack inspections. The Fatigue Crack Growth (FCG) is one of the main processes that can lead to unexpected failure of mechanical components. To ensure appropriate operation of mechanical systems, an inspection maintenance scheduling is required. The goal of this paper is to establish a predictive model for the optimal inspection time based on reliability analysis. The combination of response surface method with the first order reliability method is used to assess the reliability with respect to uncertainties related to geometrical parameters, materials and loading. The proposed approach takes into account the results of previous inspections, where the reliability is reevaluated in this case by using Bayesian approach. The main feature of the proposed model lies in the dynamic consideration of inspection results. A formulation of the total cost function is determined according to the maintenance strategy to be performed; the optimal inspection time is calculated by minimization procedure. A generalization of this method is performed in the case of multiple inspections. In order to validate the proposed method, three applications are discussed in this paper, where the results show the interest of considering dynamic planning of crack inspections. •A new approach is proposed to predict the inspection time for FCG.•The inspection time optimization for FCG based on previous inspection results•Validation of the proposed approach on complex engineering parts•Proposed approach leads to better predict the lifespan of FCG engineering structures. |
| Author | Bouraoui, Ch Chateauneuf, A. Eltaief, M. Hassine, T. |
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| CitedBy_id | crossref_primary_10_1016_j_crme_2017_10_003 crossref_primary_10_1016_j_engstruct_2020_110949 crossref_primary_10_1016_j_oceaneng_2022_112058 crossref_primary_10_1016_j_strusafe_2022_102258 crossref_primary_10_1142_S0219876221430155 crossref_primary_10_1016_j_ress_2020_107009 crossref_primary_10_1016_j_tafmec_2018_11_004 crossref_primary_10_1016_j_oceaneng_2024_117044 crossref_primary_10_1016_j_ress_2020_107242 crossref_primary_10_1016_j_ress_2022_108668 crossref_primary_10_1007_s00170_016_9957_6 crossref_primary_10_1016_j_oceaneng_2020_108286 crossref_primary_10_1016_j_marstruc_2019_102649 |
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| Keywords | Fatigue crack growth Reliability updating Inspection scheduling Optimization |
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| Snippet | The Fatigue Crack Growth (FCG) is one of the main processes that can lead to unexpected failure of mechanical components. To ensure appropriate operation of... |
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| SubjectTerms | Cost function Crack propagation Dynamics Fatigue crack growth Fatigue failure Inspection Inspection scheduling Mathematical models Mechanical systems Optimization Reliability updating |
| Title | Dynamic approach for optimal inspection planning of fatigue cracked components |
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