Title :
Using an inverse method for optimizing the material constants of the Mooney-Rivlin constitutive model
Author :
Silva, Elisabete ; Parente, Marco ; Jorge, Renato Natal ; Mascarenhas, Teresa
Author_Institution :
INEGI, Univ. of Porto, Porto, Portugal
Abstract :
The pelvic floor is made up of a set of soft tissue structures, supported by a network of muscles, which are in turn attached to each other and to the pelvis by condensations of fascial and fibromuscular tissues [1]. For clinical, technical and ethical reasons it is not possible to obtain the properties of these soft tissues in vivo. The utilization of Inverse Method is therefore required in order to obtain estimates for the mechanical properties of these structures. In this work, an optimization algorithm was implemented in order to obtain the optimal mechanical constants for the Mooney-Rivlin constitutive model [2]. The optimization algorithm uses the python scripting language to couple the Matlab® and Abaqus® software. The Powell´s method was used for the optimization part of the algorithm.
Keywords :
biological tissues; biomechanics; gynaecology; inverse problems; medical computing; muscle; optimisation; physiological models; Abaqus software; Matlab software; Mooney-Rivlin constitutive model; Powell´s method; Python scripting language; fascial tissues; fibromuscular tissues; inverse method; material constant optimisation; mechanical property estimates; muscle network; optimal mechanical constants; optimization algorithm; pelvic floor; soft tissue structures; Biological system modeling; Biomechanics; Floors; Mathematical model; Muscles; Optimization; Software; Inverse Method; Material Constants; Optimization; Pelvic Floor Muscles;
Conference_Titel :
Bioengineering (ENBENG), 2015 IEEE 4th Portuguese Meeting on
Conference_Location :
Porto
DOI :
10.1109/ENBENG.2015.7088862