Statistical Process Control for Real-World Applications

ISBN: 9781439820001 出版年：2010 页码：268 Levinson, William A CRC Press

Traditional Control Charts Variation and Accuracy Statistical Hypothesis Testing Control Chart Concepts Setup and Deployment of Control Charts Interpretation of x-bar/R and x-bar/s Charts X (Individual Measurement) Charts Average Run Length (ARL) z Chart for Sample Standard Normal Deviates Acceptance Control Chart Western Electric Zone Tests Process Capability and Process Performance Goodness-of-Fit Tests Multiple Attribute Control Charts Exercises Solutions Endnotes Nonnormal Distributions Transformations General Procedure for Nonnormal Distributions The Gamma Distribution The Weibull Distribution The Lognormal Distribution Measurements with Detection Limits (Censored Data) Exercises Solutions Endnotes Range Charts for Nonnormal Distributions Traditional Range Charts Range Charts with Exact Control Limits Range Charts for Nonnormal Distributions Exercises Solutions Endnote Nested Normal Distributions Variance Components: Two Levels of Nesting Exercise Solution Process Performance Indices Process Performance Index for Nonnormal Distributions Confidence Limits for Normal Process Performance Indices Confidence Limits for Nonnormal Process Performance Indices Exercise Solution Endnotes The Effect of Gage Capability Gage Accuracy and Variation Gage Capability and Statistical Process Control Gage Capability and Process Capability Gage Capability and Outgoing Quality Exercises Solutions Multivariate Systems Multivariate Normal Distribution Multivariate Control Chart Deployment to a Spreadsheet: Principal Component Method Multivariate Process Performance Index Control Charts for the Covariance Matrix Endnotes Glossary Appendix A: Control Chart Factors Appendix B: Simulation and Modeling Appendix C: Numerical Methods References