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Non-stationary models of manufacturing systems: relevance and analysis

机译:制造系统的非平稳模型:相关性和分析

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Performance evaluation studies in manufacturing systems have traditionally considered models in which the arrival process and service process are time independent. Real-world manufacturing systems however, are subjected to highly complex and usually time-dependent input workloads. This motivates the study of performance models of manufacturing systems under nonstationary conditions. In this paper, we present several situations in manufacturing systems where nonstationary models are relevant. For studying such models, transient analysis is more appropriate than steady-state analysis. We explore various techniques for analyzing such models, including numerical and simulation techniques, and present two illustrative examples.
机译:传统上,制造系统中的性能评估研究通常考虑模型,其中到达过程和服务过程是时间无关的。但是,现实世界中的制造系统要承受高度复杂且通常依赖时间的输入工作负载。这激发了在非平稳条件下制造系统性能模型的研究。在本文中,我们介绍了与非平稳模型相关的制造系统中的几种情况。为了研究此类模型,瞬态分析比稳态分析更合适。我们探索了用于分析此类模型的各种技术,包括数值和仿真技术,并提出了两个说明性示例。

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