A Probabilistic Approach for Studying the Reliability of Cementless Hip Prostheses in the Presence of Mechanical Uncertainties
- 1 Clermont Université, Université Blaise Pascal, Institut Pascal, Clermont-Ferrand, France
- 2 Clermont Université, Université Blaise Pascal, Institut Pascal, Clermont-Ferrand, France
- 3 Clermont Université, Université Blaise Pascal, Institut Pascal, Clermont-Ferrand, France
- 4 Clermont Université, Université Blaise Pascal, Institut Pascal, Clermont-Ferrand, France
Abstract
This paper presents a probabilistic approach for studying the reliability of cementless hip prostheses in the presence of mechanical uncertainties and its application to the investigation of the influence of bone-implant interface properties. The non-linear deterministic model of the bone-implant coupled system and its finite element implementation are described, and the proposed reliability analysis is exposed. It is demonstrated that the distribution (uniform, truncated Gaussian and truncated lognormal distribution) of the two chosen parameters and the truncation lengths have a minor influence on the Hasofer-Lind index. This index logically increases as the failure threshold increases. FORM and SORM approximations are compared with the results obtained using a crude Monte-Carlo method for the estimation of failure probability. The performance of three Monte-Carlo methods is studied in terms of the necessary number of FE calculations. The method based on the Directional Simulation (DS) technique is efficient and less time-consuming. The validity and operational capacity of the proposed approach would not be compromised by an increase in the number of uncertain parameters.
- R. Pilliar, J. Lee and C. Maniatopoulos, “Observation of the Effect of Movement on Bown Ingrowth into Porous-Surfaced Implants,” Clinical Orthopaedics and Related Research, 1986, pp. 108-113.
- A. Wong, A. New, G. Isaacs, and M. Taylor, “Effect of bone material properties on the initial stability of a cementless hip stem: A finite element study,” Proc. IMechE Part H: Journal of Engineering in Medicine, IMechE Part H : Journal of Engineering in Medicine,
- M. Viceconti, G. Brusi, A. Pancanti and L. Cristofolini, “Primary Stability of an Anatomical Hip Stem: A Statistical Analysis,” Journal of Biomechanics, Vol. 39, No. 7, 2006, pp. 1169-1179. http://dx.doi.org/10.1016/j.jbiomech.2005.03.024
- M. A. Perez, J. Grasa, J. Garcia-Aznar, J. A. Bea and M. Doblare, “Probalistic Analysis of the Influence of the Bondinf Degree of the Stem-Cement Interface in the Performance of Cemented Hip Prostheses,” Journal of Biomechanics, Vol. 39, No. 10, 2006, pp. 1859-1872. http://dx.doi.org/10.1016/j.jbiomech.2005.05.025
- S. K. Easley, S. Pal and P. R. Tomaszewski, A. J. Petrella, P. J. Rullkoetter and P. J. Laz, “Finite Element-Based Probalistic Analysis Tool for Orthopaedic Applications,” Computer Methods and Programs in Biomedecine, Vol. 85, No. 1, 2007, pp. 32-40. http://dx.doi.org/10.1016/j.cmpb.2006.09.013
- O. Kayabasi and B. Ekici, “Probalistic Design of a Newly Designed Cemented Hip Prostheses Using Finite Element Method,” Materials and Design, Vol. 29, No. 5, 2008, pp. 963-971. http://dx.doi.org/10.1016/j.matdes.2007.03.024
- C. Dopico-Gonzalez, A. M. New and M. Browne, “Probalistic Analysis of an Uncemented Total Hip Replacement,” Medical Engineering & Physics, Vol. 31, No. 4, 2009, pp. 470-476. http://dx.doi.org/10.1016/j.medengphy.2009.01.002
- C. K. Fitzpatrick, M. A. Baldwin, P. J. Rullkoetter and P. J. Laz, “Combined Probabilistic and Principal Component Analysis Approach for Multivariate Sensitivity Evaluation and Application to Patellofemoral Mechanics,” Journal of Biomechanics, Vol. 44, No. 1, 2011, pp. 13-21. http://dx.doi.org/10.1016/j.jbiomech.2010.08.016
- M. Browne, R. Langley and P. Gregson, “Reliability Theory for Load Bearing Biomedical Implants,” Biomaterials, Vol. 20, No. 14, 1999, pp. 1295-1292. http://dx.doi.org/10.1016/S0142-9612(99)00027-7
- F. Dar, J. Meakin and R. Aspden, “Statistical Methods in Finite Element Analysis,” Journal of Biomechanics, Vol. 35, No. 9, 2002, pp. 1155-1161. http://dx.doi.org/10.1016/S0021-9290(02)00085-4