On Efficient Performance Monitoring of Control Charts: Statistical Process Control Charts

Zaman, Babar

ISBN 10: 3659561045 / ISBN 13: 9783659561047

Published by LAP LAMBERT Academic Publishing, 2015

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Bibliographic Details

• Title: On Efficient Performance Monitoring of Control Charts: Statistical Process Control Charts
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2015
• Language: English
• ISBN 10: 3659561045
• ISBN 13: 9783659561047
• Binding: paperback
• Condition: New
• Book Type: book

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Synopsis

To monitor process variability of products in manufacturing environments has been a challenging issue in all the times. Statistical Process Control (SPC) charts are useful to detect process variability due to specific assignable causes. The Artificial Neural Network (ANN) is also a recommended alternative to the aforementioned charting technique for detecting process parameters. This study gives attention to the use of ANN for monitoring process dispersion parameter and robust charting for location parameter using different runs rules schemes and considering the bootstrapping scenario as well.