Literature DB >> 17822708

Application of Taguchi method in optimization of cervical ring cage.

Kai Yang1, Ee-Chon Teo, Franz Konstantin Fuss.   

Abstract

The Taguchi method is a statistical approach to overcome the limitation of the factorial and fractional factorial experiments by simplifying and standardizing the fractional factorial design. The objective of the current study is to illustrate the procedures and strengths of the Taguchi method in biomechanical analysis by using a case study of a cervical ring cage optimization. A three-dimensional finite element (FE) model of C(5)-C(6) with a generic cervical ring cage inserted was modelled. Taguchi method was applied in the optimization of the cervical ring cage in material property and dimensions for producing the lowest stress on the endplate to reduce the risk of cage subsidence, as in the following steps: (1) establishment of objective function; (2) determination of controllable factors and their levels; (3) identification of uncontrollable factors and test conditions; (4) design of Taguchi crossed array layout; (5) execution of experiments according to trial conditions; (6) analysis of results; (7) determination of optimal run; (8) confirmation of optimum run. The results showed that a cage with larger width, depth and wall thickness can produce the lower von Mises stress under various conditions. The contribution of implant materials is found trivial. The current case study illustrates that the strengths of the Taguchi method lie in (1) consistency in experimental design and analysis; (2) reduction of time and cost of experiments; (3) robustness of performance with removing the noise factors. The Taguchi method will have a great potential application in biomechanical field when factors of the issues are at discrete level.

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Year:  2007        PMID: 17822708     DOI: 10.1016/j.jbiomech.2006.12.016

Source DB:  PubMed          Journal:  J Biomech        ISSN: 0021-9290            Impact factor:   2.712


  5 in total

1.  An Efficient Taguchi Approach for the Performance Optimization of Health, Safety, Environment and Ergonomics in Generation Companies.

Authors:  Ali Azadeh; Mohammad Sheikhalishahi
Journal:  Saf Health Work       Date:  2014-12-18

Review 2.  Analysis of Uncertainty and Variability in Finite Element Computational Models for Biomedical Engineering: Characterization and Propagation.

Authors:  Nerea Mangado; Gemma Piella; Jérôme Noailly; Jordi Pons-Prats; Miguel Ángel González Ballester
Journal:  Front Bioeng Biotechnol       Date:  2016-11-07

3.  Quantification of dental prostheses on cone-beam CT images by the Taguchi method.

Authors:  Rong-Fu Kuo; Kwang-Ming Fang; Wong Ty; Chia Yu Hu
Journal:  J Appl Clin Med Phys       Date:  2016-01-08       Impact factor: 2.102

4.  Biomechanical Comparison of Optimal Shapes for the Cervical Intervertebral Fusion Cage for C5-C6 Cervical Fusion Using the Anterior Cervical Plate and Cage (ACPC) Fixation System: A Finite Element Analysis.

Authors:  Jiajia Wang; Zhihui Qian; Luquan Ren
Journal:  Med Sci Monit       Date:  2019-11-07

5.  Structure Design and Optimization of the C5-C6 Cervical Intervertebral Fusion Cage Using the Anterior Cervical Plate and Cage Fixation System.

Authors:  Jiajia Wang; Zhihui Qian; Changlei Cui; Zhijun Guo; Luquan Ren
Journal:  Med Sci Monit       Date:  2020-07-13
  5 in total

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