Analytical Approach to Support Fault Diagnosis and Quality Control in End-Of-Line Testing

چکیده مقاله :
Operators in end-of-line testing of assembly lines often try out multiple solutions until they can solve a product quality issue. This calls for a decision support system based on data analytics that effectively helps operators in fault diagnosis and quality control. However, existing analytical approaches do not consider the specific data characteristics being prevalent in the area of End-of-Line (EoL) testing. We address this issue by proposing an analytical approach that is tailored to EoL testing. We show how to implement this approach in a real-world use case of a large automotive manufacturer, which reveals its potential to reduce unnecessary rework.

توضیحات تکمیلی :

مقاله ISI انگلیسی اصلی
سال انتشار:2018
فایل ISI انگلیسی اصلی ، با فرمت Pdf
تعداد صفحات فایل ISI انگلیسی اصلی: 6 صفحه

نویسندگان/توضیحات : مقاله ISI سال انتشار2018 \ Vitali Hirsch a,b* , Peter Reimann a , Oliver Kirn b , Bernhard Mitschang a
تاریخ ارسال : 1397/11/25
تعداد بازدید : 110
کلمات کلیدی : Analytics; decision support; recommendation system; fault diagnosis; quality control; optimization
تعداد صفحات : 6
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