人机协作装配过程中的流程时间:性能评估、系统特性与案例研究

Flow time in a human-robot collaborative assembly process: Performance evaluation, system properties, and a case study

IISE Transactions · 2021
被引 6
ABS 3

中文导读

提出一种分析协作机器人装配流程时间的方法,通过随机过程模型推导流程时间期望、变异性和服务率的闭式解,并研究单调性、工作分配和瓶颈识别等系统特性,最后以汽车前板装配案例验证。

Abstract

In this article, an analytical method is introduced to evaluate the flow time of an assembly process with collaborative robots. In such a process, an operator and a collaborative robot can independently carry out preparation tasks first, then they work jointly to finish the assembly operations. To study the productivity performance of such systems, a stochastic process model is developed, where the joint work is modeled as an assembly merge process, and the task times of all operation steps are described by phase-type distributions. Closed-form solutions of system performance, such as flow time expectation and variability, as well as service rate, are derived analytically. The system properties of monotonicity, work allocation, and bottleneck identification are investigated. In addition, a case study is introduced to evaluate the performance of a front panel assembly process in automotive manufacturing.

人机协作装配过程性能评估汽车制造