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Robust and Rapid Production Line Testing

机译:强大而快速的生产线测试

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摘要

This article will discuss how rapid CBM methods for production testing can be performed without losing the robustness, thus saving important money for the company. Testing time is an issue that quickly can make many methods obsolete or impossible to use. When testing e.g. electrical motors, a magnet mounted accelerometer would be "easy to use and mount," but would change the motor's electrical performance and thus impossible to use. A glued sensor would take too long mount and probably leave residue and marks on the motor. This is not allowed. Therefore, smart and embedded sensors in the test bed, still enabling a robust testing, is the goal making the systems very easy to use. Robust algorithms can always be designed but are they able to stay robust when the test time is only 2 seconds? Such systems will be outlined and discussed in this paper. The test system software must be intuitive and rapidly accomplish the needed test result. Due to the speed requirement, many "university methods" cannot be used. Effective but robust classification methods must be used. Some examples of methodology will be discussed with their pro's and con's.
机译:本文将讨论如何在不失稳健性的情况下进行生产测试的快速CBM方法,从而为本公司节省了重要资金。测试时间是一个很快可以使许多方法过时或不可能使用的问题。当测试时。电动机,磁铁安装的加速度计将是“易于使用和安装”,但会改变电机的电气性能,因此不可能使用。胶合传感器将花太长的安装,并且可能会在电机上留下残留物并标记。这是不允许的。因此,测试床中的智能和嵌入式传感器,仍然能够实现稳健的测试,这是使系统非常易于使用的目标。始终可以设计强大的算法,但是当测试时间仅为2秒时,它们是否能够保持强大?这些系统将在本文中概述和讨论。测试系统软件必须直观,快速完成所需的测试结果。由于速度要求,无法使用许多“大学方法”。必须使用有效但稳健的分类方法。将与他们的亲和符合人员讨论方法论的一些例子。

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