Study on Deriving Common Factory Test Platform Requirements Using Historical Test Data

Businesses that create a large number of complicated products are bound to have a wide range of testing requirements. Despite their similarities, test solutions vary over time, resulting in higher test costs. Mergers and acquisitions exacerbate the difficulty of establishing common, well-understood, low-cost test platforms. By comparing the population of parameters examined across all products, it is possible to determine whether groups of parameters may share similar test platforms. The method presented in this work, which is still in use today, is a data mining and statistical approach to identifying test capacity groups by comparing ranges and bounds. a huge aerospace manufacturing organisation used decades of historical testing data across a wide range of commercial goods to build common test equipment To discover common factory test platform requirements and compare them to existing test platform vendor capabilities, clustering approaches were employed and analysed. Finally, the creation of a database of historical testing data has become a critical instrument in the development of a common test platform architecture.

Author(s) Details

L. Maksi
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

S. Berryman
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

A. Brio
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

A. Burkhardt
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

S. Elder
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

S. Ferkau
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

H. Gharbiah
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

K. Lynch
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

Q. Risch
Engineering and Information Technology, Raytheon Corporation, Tucson, AZ, USA.

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