DocumentCode :
2565064
Title :
Optimal design of a 6-Dof haptic device
Author :
Khan, Suleman ; Andersson, Kjell ; Wikander, Jan
Author_Institution :
Dept. of Machine Design, KTH R. Inst. of Technol., Stockholm, Sweden
fYear :
2011
fDate :
13-15 April 2011
Firstpage :
713
Lastpage :
718
Abstract :
The work presented in this paper is motivated by the use of haptics in applications of medical simulation, particularly simulation of surgical procedures in hard tissue such as bone structures. In such a scenario haptic device characteristics such as stiffness, motions, suitable workspace and device footprint are key design factors. This paper presents a procedure for optimal design of a parallel kinematic structure for a 6-Dof haptic device. For optimization, performance indices such as workspace volume, kinematic isotropy and static actuator force requirements are defined. A specific Jacobian matrix normalization is introduced for defining the kinematic isotropy and actuator force requirement indices. For defining the optimization problem, a novel multi-criteria objective function is introduced. Based on this objective function, a genetic algorithm is used to solve the multi-objective and non-linear optimization problem. Also, sensitivity analysis of the performance indices against each design parameter is presented as a basis for selecting a final set of design parameters for prototype development. Finally, using these results, a prototype was implemented.
Keywords :
Jacobian matrices; design; genetic algorithms; haptic interfaces; medical computing; medical robotics; robot kinematics; surgery; 6-DoF haptic device; Jacobian matrix normalization; actuator force requirement indices; genetic algorithm; hard tissue; kinematic isotropy; medical simulation; multi-objective optimization; nonlinear optimization; optimal design; parallel kinematic structure; surgical procedures; Actuators; Force; Jacobian matrices; Design and optimization; Genetic algorithm; Haptic devices; Parallel mechanism;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics (ICM), 2011 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-61284-982-9
Type :
conf
DOI :
10.1109/ICMECH.2011.5971208
Filename :
5971208
Link To Document :
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