运用多时间序列分析,对汽车发动机装配线生产进行了案例分析

Toni M. Somers, Yash P. Gupta
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引用次数: 3

摘要

近年来,研究人员以具有实际意义的方法处理了多个时间序列问题。本文对某大型汽车发动机生产企业的装配线数据进行了分析,建立并估计了多变量模型,探讨了发动机周产量、停机时间和工时之间的关系。装配线在准时制的基础上运行,通常是每周五天两班倒。这种分析可以帮助他们制定符合其对所供应汽车制造商义务的应急计划。
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Using multiple time-series analysis, of assembly-line production of automobile engines — a case study

In recent years researchers have dealt with multiple time series problems in practically meaningful ways. In this paper, the assembly-line data of a major producer of automobile engines is analyzed and multivariate models are constructed and estimated to investigate the relationship among weekly engine production, downtime and the man-hours worked. The assembly line is operated on a Just-In-Time basis for normally two shifts per five day week. Such an analysis could help them in developing contingency plans consistent with their obligations to the automobile manufacturer they supplied.

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