Optimization of fatigue maintenance strategies based on prognosis results

A general approach to determine the optimal set of maintenance alternatives for fatigue safety is introduced in this paper. The optimal maintenance alternatives are the solutions to maximize the fatigue reliability of aircrafts fleet subject to maintenance budget. A novel equivalent stress transformation model and the first-order-reliability method (FORM) are adopted to determine the failure probability or reliability associated with future fatigue loading. The equivalent stress transformation model is capable to transform future random loading to an equivalent constant loading, and does not require cycle-by-cycle simulation. First-order-reliability-method can resolve the computational complexity. Optimal maintenance solution can be efficiently found considering the future fatigue loading. Numerical examples are performed to demonstrate the application of the proposed approach.

[1]  Gianni Nicoletto,et al.  X-ray computed tomography vs. metallography for pore sizing and fatigue of cast Al-alloys , 2010 .

[2]  Yibing Xiang,et al.  Efficient probabilistic methods for real-time fatigue damage prognosis , 2010 .

[3]  Armen Der Kiureghian,et al.  Inverse Reliability Problem , 1994 .

[4]  David Andrew Barry,et al.  Assessing uncertainty in subsurface solute transport: efficient first-order reliability methods , 1995 .

[5]  Robert E. Melchers,et al.  Effect of reinforcement corrosion on reliability of highway bridges , 1998 .

[6]  N. Dowling Mechanical Behavior of Materials: Engineering Methods for Deformation, Fracture, and Fatigue , 1993 .

[7]  Sankaran Mahadevan,et al.  Stochastic fatigue damage modeling under variable amplitude loading , 2007 .

[8]  S. Pommier Cyclic plasticity and variable amplitude fatigue , 2003 .

[9]  P. E. James T. P. Yao,et al.  Probability, Reliability and Statistical Methods in Engineering Design , 2001 .

[10]  P Willems,et al.  Probabilistic modelling of overflow, surcharge and flooding in urban drainage using the first-order reliability method and parameterization of local rain series. , 2008, Water research.

[11]  W. Kalender X-ray computed tomography , 2006, Physics in medicine and biology.

[12]  Yongming Liu,et al.  Probabilistic fatigue life prediction using an equivalent initial flaw size distribution , 2009 .

[13]  J. Sun,et al.  Effect of Reinforcement Corrosion on Reliability of Bridge Girders , 2002 .

[14]  Zizi Lu,et al.  Small time scale fatigue crack growth analysis , 2010 .

[15]  Muhsin Kilic,et al.  The usage of IR thermography for the temperature measurements inside an automobile cabin , 2009 .

[16]  Daniel Straub,et al.  Risk based inspection planning for structural systems , 2005 .

[17]  G. Glinka,et al.  Elastic-plastic fatigue crack growth analysis under variable amplitude loading spectra , 2009 .

[18]  Yongming Liu,et al.  Efficient Methods for Time-Dependent Fatigue Reliability Analysis , 2009 .

[19]  Qiusheng Li,et al.  Reliability analysis of a long span steel arch bridge against wind-induced stability failure during construction , 2009 .

[20]  Yibing Xiang,et al.  Inverse FORM method for probabilistic fatigue prognosis , 2010 .

[21]  Leon Cizelj,et al.  Application of first and second order reliability methods in the safety assessment of cracked steam generator tubing , 1994 .

[22]  Y. Y. Hung Shearography for non-destructive evaluation of composite structures , 1996 .

[23]  Carlos Guedes Soares,et al.  Cost and reliability based strategies for fatigue maintenance planning of floating structures , 2001, Reliab. Eng. Syst. Saf..

[24]  Tai-Yan Kam,et al.  FATIGUE RELIABILITY EVALUATION FOR COMPOSITE LAMINATES VIA A DIRECT NUMERICAL INTEGRATION TECHNIQUE , 1998 .

[25]  Xu Xiaofei,et al.  Cumulative fatigue damage dynamic interference statistical model , 1995 .

[26]  Linas Svilainis,et al.  Ultrasonic detection and characterization of delaminations in thin composite plates using signal processing techniques , 1997 .

[27]  Y. Xiang,et al.  Inverse First-Order Reliability Method for Probabilistic Fatigue Life Prediction of Composite Laminates under Multiaxial Loading , 2011 .

[28]  R. Rackwitz,et al.  Structural reliability under combined random load sequences , 1978 .