DocumentCode :
1835747
Title :
Design and optimization of a parallel guidance device for minimal invasive spinal surgery
Author :
Peng Gao ; Ying Hu ; Haiyang Jin ; Peng Zhang ; Jianwei Zhang
Author_Institution :
Shenzhen Inst. of Adv. Technol., Chinese Univ. of Hong Kong, Shenzhen, China
fYear :
2012
fDate :
11-14 Dec. 2012
Firstpage :
837
Lastpage :
841
Abstract :
For most of the spinal surgeries, the pedicle screw insertion operation is a significant difficult procedure. To solve accurate position and keep the screw path in operation, a parallel guide device based on 3-RPS parallel mechanism is proposed in this paper. According to three degrees of freedom (Dofs), the inverse solution of the parallel mechanism, the workspace of parallel mechanism and institutional flexibility are calculated. And based on the finite element analysis, first six order natural frequency of parallel mechanism are analyzed. The integrated optimization method is used based on the kinematics and dynamics indexes. The frequency of the dynamic response of the different dimensions is gained by finite element software. The experimental design of Box-behken is used to get more sample data for fitting function by using least square method. Work spaces of institutions and frequency of the dynamic response is got. Kinematic indexes are the work spaces and institutional flexibility and the indexes of the dynamics is the first-order frequency response. Both as the objective function, to get optimal structural parameters size by genetic algorithm optimization based on kinematics and dynamics. By this approach, a good kinematics index and dynamic index of the parallel mechanism are obtained. Such a combination of both the formation of multi-objective optimization design can provide the basis of strong theoretical guidance for future engineering applications.
Keywords :
bone; finite element analysis; genetic algorithms; least mean squares methods; manipulator dynamics; manipulator kinematics; medical control systems; surgery; 3-RPS parallel mechanism; Box-behken design; dynamic response; dynamics index; finite element analysis; finite element software; first-order frequency response; fitting function; genetic algorithm optimization; institutional flexibility; integrated optimization; kinematics index; least square method; minimal invasive spinal surgery; multiobjective optimization design; natural frequency; optimal structural parameter size; parallel guidance device; pedicle screw insertion; genetic algorithm optimization; multi-objective optimization; parallel mechanism;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2012 IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4673-2125-9
Type :
conf
DOI :
10.1109/ROBIO.2012.6491072
Filename :
6491072
Link To Document :
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