Title :
Determination of sample size for lifetime test in the inception of robot R&D
Author :
Ryu, Jiheon ; Jinwoo Kim ; Dongsu Ryu
Author_Institution :
Korea Inst. for Robot Ind. Advancement, Ansan, South Korea
fDate :
Oct. 30 2013-Nov. 2 2013
Abstract :
The authors have studied for how-to-determine appropriate sample size in the stage of research and development of robot. Due to the cost and time limit, it is almost impossible to proceed to test many prototypes in the real research and development environment. Testing methods for securing reliability should be devised to be handled in an inexpensive way. Several considerations were discussed for that purpose. Especially, Weibull distribution that provides reasonably accurate analysis for reliability was selected and thereby new method responding to the quantitative target of product reliability was developed. Thus, this research is concluded that the generalized equation on sample size determination is helpful to evaluate lifetime in the inception of robot R&D. And the approximated equation can be easily utilized for developing and selecting test method adequate to real test fields. Application study on the establishment of durability test method for robot actuator through parametric ALT was conducted.
Keywords :
Weibull distribution; actuators; durability; reliability; research and development; robots; Weibull distribution; durability test method; lifetime test; parametric ALT; product reliability; robot actuator; robot research and development; sample size determination; Approximated sample-size equation; BX life equation; Generalized equation for sample size determination; Parametric ALT; Reliability quantitative test; Robot actuator; Weibayes method;
Conference_Titel :
Ubiquitous Robots and Ambient Intelligence (URAI), 2013 10th International Conference on
Conference_Location :
Jeju
Print_ISBN :
978-1-4799-1195-0
DOI :
10.1109/URAI.2013.6677472