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A Comparison of Production Time Calculation Methods for Customized Products Manufacturing

机译:定制产品制造生产时间计算方法的比较

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One of the most important challenge for manufacturers of customized products is calculation of the production time. Choosing the right method of that calculation is the key of correct determining production plans and delivery dates for customers. The reason is, among other issues, the lack of real data on standard times required to complete individual manufacturing operations or processes. This article presents comparison of most common production time estimating methods, known from the literature: knowledge-based estimation, predictive analytics and statistical learning methods. These methods were adopted for the simulated production process and compared in terms of the accuracy of the calculated times, compared to the real times achieved by the research groups in the simulation.
机译:定制产品制造商最重要的挑战之一是计算生产时间。选择该计算的正确方法是正确确定客户的生产计划和交货日期的关键。在其他问题之外,缺乏关于完成个人制造业务或流程所需的标准时间的实际数据。本文介绍了大多数常见生产时间估算方法的比较,从文献中知道:基于知识的估算,预测分析和统计学习方法。这些方法用于模拟的生产过程,并在计算时间的准确性方面比较,与模拟中的研究组实现的实时相比。

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