Bayesian-Informed Fatigue Life Prediction for Shallow Shell Structures

Aliabadi, M. H. (2002). The boundary element method: Applications in solids and structures (Vol. 2). John Wiley & Sons. Aliabadi M. H. ( 2002 ). The boundary element method: Applications in solids and structures (Vol. 2 ). John Wiley & Sons . Search in Google Scholar

Balbín, J., Chaves, V., & Larrosa, N. (2021). Pit to crack transition and corrosion fatigue lifetime reduction estimations by means of a short crack microstructural model. Corrosion Science, 180, 109171. https://doi.org/10.1016/j.corsci.2020.109171 Balbín J. Chaves V. Larrosa N. ( 2021 ). Pit to crack transition and corrosion fatigue lifetime reduction estimations by means of a short crack microstructural model . Corrosion Science , 180 , 109171 . https://doi.org/10.1016/j.corsci.2020.109171 Search in Google Scholar

Bergant, M., Larrosa, N. O., Yawny, A., & Madia, M. (2023). Short crack growth model for the evaluation of the fatigue strength of WAAM TI6AL-4V alloy containing pore-type defects. Engineering Fracture Mechanics, 289, 109467. https://doi.org/10.1016/j.engfracmech.2023.109467 Bergant M. Larrosa N. O. Yawny A. Madia M. ( 2023 ). Short crack growth model for the evaluation of the fatigue strength of WAAM TI6AL-4V alloy containing pore-type defects . Engineering Fracture Mechanics , 289 , 109467 . https://doi.org/10.1016/j.engfracmech.2023.109467 Search in Google Scholar

Couckuyt, I., Dhaene, T., & Demeester, P. (2014). Oodace toolbox: A flexible object-oriented Kriging implementation. Journal of Machine Learning Research, 15, 3183–3186. https://doi.org/10.1016/j.ijfatigue.2006.10.027 Couckuyt I. Dhaene T. Demeester P. ( 2014 ). Oodace toolbox: A flexible object-oriented Kriging implementation . Journal of Machine Learning Research , 15 , 3183 – 3186 . https://doi.org/10.1016/j.ijfatigue.2006.10.027 Search in Google Scholar

Cross, R., Makeev, A., & Armanios, E. (2007). Simultaneous uncertainty quantification of fracture mechanics based life prediction model parameters. International Journal of Fatigue, 29, 1510–1515. Cross R. Makeev A. Armanios E. ( 2007 ). Simultaneous uncertainty quantification of fracture mechanics based life prediction model parameters . International Journal of Fatigue , 29 , 1510 – 1515 . Search in Google Scholar

Davidson, D., Chan, K., McClung, R., & Hudak, S. (2003). Small Fatigue Cracks. In I. Milne, R. Ritchie, & B. Karihaloo (Eds.), Comprehensive structural integrity (pp. 129–164). Pergamon. https://doi.org/10.1016/B0-08-043749-4/04073-8 Davidson D. Chan K. McClung R. Hudak S. ( 2003 ). Small Fatigue Cracks . In I. Milne R. Ritchie B. Karihaloo (Eds.), Comprehensive structural integrity (pp. 129 – 164 ). Pergamon . https://doi.org/10.1016/B0-08-043749-4/04073-8 Search in Google Scholar

Dirgantara, T., & Aliabadi, M. (2001). Dual boundary element formulation for fracture mechanics analysis of shear deformable shells. International Journal of Solids and Structures, 38(44), 7769–7800. https://doi.org/10.1016/S0020-7683(01)00097-X Dirgantara T. Aliabadi M. ( 2001 ). Dual boundary element formulation for fracture mechanics analysis of shear deformable shells . International Journal of Solids and Structures , 38 ( 44 ), 7769 – 7800 . https://doi.org/10.1016/S0020-7683(01)00097-X Search in Google Scholar

Dirgantara, T., & Aliabadi, M. (2002). Stress intensity factors for cracks in thin plates. Engineering Fracture Mechanics, 69(13), 1465–1486. https://doi.org/10.1016/S0013-7944(01)001369 Dirgantara T. Aliabadi M. ( 2002 ). Stress intensity factors for cracks in thin plates . Engineering Fracture Mechanics , 69 ( 13 ), 1465 – 1486 . https://doi.org/10.1016/S0013-7944(01)001369 Search in Google Scholar

Forrester, A., Sobester, A., & Keane, A. (2008, July). Engineering design via surrogate modelling: A practical guide. https://doi.org/10.1002/9780470770801 Forrester A. Sobester A. Keane A. ( 2008 , July ). Engineering design via surrogate modelling: A practical guide . https://doi.org/10.1002/9780470770801 Search in Google Scholar

Kitagawa, H., & Takahashi, S. (1976). Applicability of fracture mechanics to very small cracks or cracks in the early stage. Proceedings of the Second International Conference on Mechanical Behavior of Materials, 627–631. Kitagawa H. Takahashi S. ( 1976 ). Applicability of fracture mechanics to very small cracks or cracks in the early stage . Proceedings of the Second International Conference on Mechanical Behavior of Materials , 627 – 631 . Search in Google Scholar

Koh, C. G., & See, L. M. (1994). Identification and uncertainty estimation of structural parameters. Journal of Engineering Mechanics, 120(6),1219–1236. https://doi.org/10.1061/(ASCE)0733-9399(1994)120:6(1219) Koh C. G. See L. M. ( 1994 ). Identification and uncertainty estimation of structural parameters . Journal of Engineering Mechanics , 120 ( 6 ), 1219 – 1236 . https://doi.org/10.1061/(ASCE)0733-9399(1994)120:6(1219) Search in Google Scholar

Kurchin, R., Romano, G., & Buonassisi, T. (2019). Bayesim: A tool for adaptive grid model fitting with Bayesian inference. Computer Physics Communications, 239, 161–165. https://doi.org/10.1016/j.cpc.2019.01.022 Kurchin R. Romano G. Buonassisi T. ( 2019 ). Bayesim: A tool for adaptive grid model fitting with Bayesian inference . Computer Physics Communications , 239 , 161 – 165 . https://doi.org/10.1016/j.cpc.2019.01.022 Search in Google Scholar

Larrosa, N., Chaves, V., Navarro, A., & Ainsworth, R. (2017). Application of the microstructural finite element alternating method to assess the impact of specimen size and distributions of contact/residual stress fields on fatigue strength. Computers & Structures, 179, 15–26. https://doi.org/10.1016/j.compstruc.2016.10.011 Larrosa N. Chaves V. Navarro A. Ainsworth R. ( 2017 ). Application of the microstructural finite element alternating method to assess the impact of specimen size and distributions of contact/residual stress fields on fatigue strength . Computers & Structures , 179 , 15 – 26 . https://doi.org/10.1016/j.compstruc.2016.10.011 Search in Google Scholar

Larrosa, N., Navarro, A., & Chaves, V. (2015). Calculating fatigue limits of notched components of arbitrary size and shape with cracks growing in mode I. International Journal of Fatigue, 74, 142–155. https://doi.org/10.1016/j.ijfatigue.2015.01.002 Larrosa N. Navarro A. Chaves V. ( 2015 ). Calculating fatigue limits of notched components of arbitrary size and shape with cracks growing in mode I . International Journal of Fatigue , 74 , 142 – 155 . https://doi.org/10.1016/j.ijfatigue.2015.01.002 Search in Google Scholar

Maierhofer, J., Gänser, H.-P., & Pippan, R. (2015). Modified Kitagawa–Takahashi diagram accounting for finite notch depths. International Journal of Fatigue, 70, 503–509. https://doi.org/10.1016/j.ijfatigue.2014.07.007 Maierhofer J. Gänser H.-P. Pippan R. ( 2015 ). Modified Kitagawa–Takahashi diagram accounting for finite notch depths . International Journal of Fatigue , 70 , 503 – 509 . https://doi.org/10.1016/j.ijfatigue.2014.07.007 Search in Google Scholar

Makeev, A., Nikishkov, Y., & Armanios, E. (2007). A concept for quantifying equivalent initial flaw size distribution in fracture mechanics based life prediction models. International Journal of Fatigue, 29, 141–145. https://doi.org/10.1016/j.ijfatigue.2006.01.018 Makeev A. Nikishkov Y. Armanios E. ( 2007 ). A concept for quantifying equivalent initial flaw size distribution in fracture mechanics based life prediction models . International Journal of Fatigue , 29 , 141 – 145 . https://doi.org/10.1016/j.ijfatigue.2006.01.018 Search in Google Scholar

Miedlar, P., Berens, A., Gunderson, A., & Gallagher, J. (2002). Analysis and support initiative for structural technology (ASIST) –d Delivery order 0016: USAF damage tolerant design handbook: Guidelines for the analysis and design of damage tolerant aircraft structures, 835. https://apps.dtic.mil/sti/tr/pdf/ADA411872.pdf Miedlar P. Berens A. Gunderson A. Gallagher J. ( 2002 ). Analysis and support initiative for structural technology (ASIST) –d Delivery order 0016: USAF damage tolerant design handbook: Guidelines for the analysis and design of damage tolerant aircraft structures , 835 . https://apps.dtic.mil/sti/tr/pdf/ADA411872.pdf Search in Google Scholar

Morse, L., Khodaei, Z. S., & Aliabadi, M. H. (2017). Multi-fidelity modeling-based structural reliability analysis with the boundary element method. Journal of Multiscale Modelling, 08(03n04), 1740001. https://doi.org/10.1142/S1756973717400017 Morse L. Khodaei Z. S. Aliabadi M. H. ( 2017 ). Multi-fidelity modeling-based structural reliability analysis with the boundary element method . Journal of Multiscale Modelling , 08 ( 03n04 ), 1740001 . https://doi.org/10.1142/S1756973717400017 Search in Google Scholar

Morse, L., Khodaei, Z. S., & Aliabadi, M. H. (2020). Statistical inference of the equivalent initial flaw size for assembled plate structures with the dual boundary element method. Engineering Fracture Mechanics, 238, 107271. https://doi.org/10.1016/j.engfracmech.2020.107271 Morse L. Khodaei Z. S. Aliabadi M. H. ( 2020 ). Statistical inference of the equivalent initial flaw size for assembled plate structures with the dual boundary element method . Engineering Fracture Mechanics , 238 , 107271 . https://doi.org/10.1016/j.engfracmech.2020.107271 Search in Google Scholar

Navarro, A., & de los Rios, E. R. (1988). Short and long fatigue crack growth: A unified model. Philosophical Magazine A, 57(1), 15–36. https://doi.org/10.1080/01418618808204496 Navarro A. de los Rios E. R. ( 1988 ). Short and long fatigue crack growth: A unified model . Philosophical Magazine A , 57 ( 1 ), 15 – 36 . https://doi.org/10.1080/01418618808204496 Search in Google Scholar

Paris, P., & Erdogan, F. (1963). A critical analysis of crack propagation laws. Journal of Basic Engineering, 85(4), 528–534. https://doi.org/10.1115/1.3656900 Paris P. Erdogan F. ( 1963 ). A critical analysis of crack propagation laws . Journal of Basic Engineering , 85 ( 4 ), 528 – 534 . https://doi.org/10.1115/1.3656900 Search in Google Scholar

Portela, A., Aliabadi, M. H., & Rooke, D. P. (1992). The dual boundary element method: Effective implementation for crack problems. International Journal for Numerical Methods in Engineering, 36(6), 1269–1287. https://doi.org/10.1002/nme.1620330611 Portela A. Aliabadi M. H. Rooke D. P. ( 1992 ). The dual boundary element method: Effective implementation for crack problems . International Journal for Numerical Methods in Engineering , 36 ( 6 ), 1269 – 1287 . https://doi.org/10.1002/nme.1620330611 Search in Google Scholar

Sankararaman, S., Ling, Y., & Mahadevan, S. (2010). Statistical inference of equivalent initial flaw size with complicated structural geometry and multi-axial variable amplitude loading. International Journal of Fatigue, 32(10), 1689–1700. https://doi.org/10.1016/j.ijfatigue.2010.03.012 Sankararaman S. Ling Y. Mahadevan S. ( 2010 ). Statistical inference of equivalent initial flaw size with complicated structural geometry and multi-axial variable amplitude loading . International Journal of Fatigue , 32 ( 10 ), 1689 – 1700 . https://doi.org/10.1016/j.ijfatigue.2010.03.012 Search in Google Scholar

Sankararaman, S., Ling, Y., Shantz, C., & Mahadevan, S. (2011). Uncertainty quantification in fatigue crack growth prognosis. International Journal of Prognostics and Health Management, 2. https://doi.org/10.36001/ijphm.2011.v2i1.1338 Sankararaman S. Ling Y. Shantz C. Mahadevan S. ( 2011 ). Uncertainty quantification in fatigue crack growth prognosis . International Journal of Prognostics and Health Management , 2 . https://doi.org/10.36001/ijphm.2011.v2i1.1338 Search in Google Scholar

Soni, S. J., Kale, B. S., Chavan, N. C., & Kadam, S. T. (2014). Stress analysis of door and window of boeing 787 passenger aircraft subjected to biaxial loading [IJERTV3IS031482]. International Journal of Engineering Research & Technology (IJERT), 3(3), 2252–2256. https://www.ijert.org/stress-analysis-of-door-and-window-of-boeing-787-passenger-aircraft-subjected-to-biaxial-loading Soni S. J. Kale B. S. Chavan N. C. Kadam S. T. ( 2014 ). Stress analysis of door and window of boeing 787 passenger aircraft subjected to biaxial loading [IJERTV3IS031482] . International Journal of Engineering Research & Technology (IJERT) , 3 ( 3 ), 2252 – 2256 . https://www.ijert.org/stress-analysis-of-door-and-window-of-boeing-787-passenger-aircraft-subjected-to-biaxial-loading Search in Google Scholar

Wen, P., Aliabadi, M., & Young, A. (1999). Transformation of domain integrals to boundary integrals in BEM analysis of shear deformable plate bending problems. Computational Mechanics, 24, 304–309. https://doi.org/10.1007/s004660050519 Wen P. Aliabadi M. Young A. ( 1999 ). Transformation of domain integrals to boundary integrals in BEM analysis of shear deformable plate bending problems . Computational Mechanics , 24 , 304 – 309 . https://doi.org/10.1007/s004660050519 Search in Google Scholar

Wood, H. A., & Engle, R. M. E. (1979). USAF damage tolerant design handbook: Guidelines for the analysis and design of damage tolerant aircraft structures (Tech. Rep. No. AFFDL-TR-79-3021). Air Force Flight Dynamics Laboratory, Wright-Patterson Air Force Base. Wright-Patterson AFB, Ohio. https://apps.dtic.mil/sti/tr/pdf/ADA078216.pdf Wood H. A. Engle R. M. E. ( 1979 ). USAF damage tolerant design handbook: Guidelines for the analysis and design of damage tolerant aircraft structures (Tech. Rep. No. AFFDL-TR-79-3021) . Air Force Flight Dynamics Laboratory, Wright-Patterson Air Force Base . Wright-Patterson AFB , Ohio . https://apps.dtic.mil/sti/tr/pdf/ADA078216.pdf Search in Google Scholar

Zhuang, M., Morse, L., Sharif Khodaei, Z., & Aliabadi, M. (2024). Bayesian-informed fatigue life prediction in shallow shell structures with the dual boundary element method. Engineering Fracture Mechanics, 308, 110348. https://doi.org/10.1016/j.engfracmech.2024.110348 Zhuang M. Morse L. Sharif Khodaei Z. Aliabadi M. ( 2024 ). Bayesian-informed fatigue life prediction in shallow shell structures with the dual boundary element method . Engineering Fracture Mechanics , 308 , 110348 . https://doi.org/10.1016/j.engfracmech.2024.110348 Search in Google Scholar