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Public Article
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First Pass Yield Improvement by Process Capability Analysis and Predicting type of Assembly fit by building XG boost M...
ISSN: en
Publisher: author
First Pass Yield Improvement by Process Capability Analysis and Predicting type of Assembly fit by building XG boost M...
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Technology and Engineering
ARTICLE-FACTOR
1.3
Article Basics Score: 2
Article Transparency Score: 2
Article Operation Score: 2
Article Articles Score: 3
Article Accessibility Score: 3
SUBMIT PAPER ASK QUESTION
International Category Code (ICC):
ICC-1802
Authors: Sunil Patil
eISSN
:
en
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Abstract
First pass yield [1] isa good measure of the effectiveness of a process and theelimination of waste from that process. Many other measures of productivity andefficiency fail to account for the cost of rework and in many industries, rework canbe a significant portion of the time and value added to final production.Goal is to perform process capability analysis [2] and predicting future qualitylevels to improve first pass yield and reduce rework.Here in this project, shaft and hole component of manufacturing assembly areconsidered separately with their specification, designed to meet the Assemblyfitment class, here fitment required is Transition fit.Assembly of component is by random selection of both shaft and holecomponent.Random measurements are generated for both components within the designspecification, with available measurement Process capability analysis is done usingpython. Both Process capability results were at acceptable ra...
