机器人研发初期寿命试验样本量的确定

Joel Ryu, Jinwoo Kim, Do-Hyun Ryu
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引用次数: 0

摘要

对机器人研发阶段如何确定合适的样本量进行了研究。由于成本和时间的限制,在真实的研发环境中进行许多原型测试几乎是不可能的。确保可靠性的测试方法应设计成以廉价的方式处理。为此目的讨论了若干考虑事项。特别是选择了对可靠性进行较为准确分析的威布尔分布,从而开发了响应产品可靠性定量目标的新方法。因此,本研究得出结论,在机器人研发初期,样本容量确定的广义方程有助于评估寿命。该近似方程可方便地用于制定和选择适合实际试验场的试验方法。通过参数化ALT对机器人作动器耐久性试验方法的建立进行了应用研究。
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Determination of sample size for lifetime test in the inception of robot R&D
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.
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