Measurement system analysis

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Information about Measurement system analysis
Business & Mgmt

Published on March 1, 2014

Author: ccumby

Source: slideshare.net

Description

An introduction to performing Measurement Systems Analysis with SigmaXL

Established in 1998, SigmaXL Inc. is a leading provider of user friendly Excel Add-ins for Lean Six Sigma graphical and statistical tools and Monte Carlo simulation.

SigmaXL® customers include market leaders like Agilent, Diebold, FedEx, Microsoft, Motorola and Shell. SigmaXL® software is also used by numerous colleges, universities and government agencies.

Our flagship product, SigmaXL®, was designed from the ground up to be a cost-effective, powerful, but easy to use tool that enables users to measure, analyze, improve and control their service, transactional, and manufacturing processes. As an add-in to the already familiar Microsoft Excel, SigmaXL® is ideal for Lean Six Sigma training and application, or use in a college statistics course. 

DiscoverSim™ enables you to quantify your risk through Monte Carlo simulation and minimize your risk with global optimization. Business decisions are often based on assumptions with a single point value estimate or an average, resulting in unexpected outcomes.

DiscoverSim™ allows you to model the uncertainty in your inputs so that you know what to expect in your outputs.

Measurement System Analysis SigmaXL® Version 6.1 MSA: Overview Analyze Gage R&R With Confidence Intervals Gage R&R Template Analyze Gage R&R – X-Bar & R Charts Gage R&R (Crossed) Worksheet Analyze Gage R&R – Multi-Vari Charts Analyze Gage R&R (Crossed) Attribute MSA (Binary)

Measurement Systems Analysis Basic MSA Templates  Create Gage R&R (Crossed) Worksheet   Generate worksheet with user specified number of parts, operators, replicates Analyze Gage R&R (Crossed)  Attribute MSA (Binary)  Back to Index

Measurement Systems Analysis: Gage R&R Template Back to Index

Measurement Systems Analysis: Create Gage R&R (Crossed) Worksheet Back to Index

Measurement Systems Analysis: Analyze Gage R&R (Crossed)     ANOVA, %Total, %Tolerance (2-Sided or 1Sided), %Process, Variance Components, Number of Distinct Categories Gage R&R Multi-Vari and X-bar R Charts Confidence Intervals on %Total, %Tolerance, %Process and Standard Deviations Handles unbalanced data (confidence intervals not reported in this case) Back to Index

Measurement Systems Analysis: Analyze Gage R&R (Crossed) Back to Index

Measurement Systems Analysis: Analyze Gage R&R with Confidence Intervals Confidence Intervals are calculated for Gage R&R Metrics! Back to Index

Measurement Systems Analysis: Analyze Gage R&R with Confidence Intervals Back to Index

Pa rt 01 Pa _O p rt 01 era Pa _O tor A p rt 01 era _O tor Pa B p rt 02 era Pa _O tor C p rt 02 era Pa _O tor A p rt 02 era Pa _O tor B p rt 03 era _O tor Pa C p rt 03 era Pa _O tor A p rt 03 era Pa _O tor B p rt 04 era to Pa _O rC p rt 04 erat or _O Pa A p rt 04 era _O tor Pa B p rt 05 era Pa _O tor C p rt 05 era Pa _O tor A p rt 05 era Pa _O tor B p rt 06 era _O tor Pa C p rt 06 era Pa _O tor A p rt 06 era Pa _O tor B p rt 07 era Pa _O tor C p rt 07 era _O tor Pa A p rt 07 erat or Pa _O B p rt 08 era Pa _O tor C p rt 08 era Pa _O tor A p rt 08 era _O tor Pa B p rt 09 era Pa _O tor C p rt 09 era Pa _O tor A p rt 09 era Pa _O tor B p rt 10 era Pa _O tor C p rt 10 era _O tor Pa A p rt 10 era _O tor B pe ra to rC R - Part/Operator - Measurement Pa rt 01 Pa _O p rt 01 era Pa _O tor A p rt 01 era _O tor Pa B p rt 02 era Pa _O tor C p rt 02 era Pa _O tor A p rt 02 era Pa _O tor B p rt 03 era _O tor Pa C p rt 03 erat or _O Pa A p rt 03 era Pa _O tor B p rt 04 era Pa _O tor C p rt 04 era Pa _O tor A p rt 04 era _O tor Pa B p rt 05 era Pa _O tor C p rt 05 era Pa _O tor A p rt 05 era to Pa _O rB p rt 06 erat or _O Pa C p rt 06 era _O tor Pa A p rt 06 era Pa _O tor B p rt 07 era Pa _O tor C p rt 07 era _O tor Pa A p rt 07 era Pa _O tor B p rt 08 era to Pa _O rC p rt 08 erat or Pa _O A p rt 08 era _O tor Pa B p rt 09 era Pa _O tor C p rt 09 era Pa _O tor A p rt 09 era Pa _O tor B p rt 10 era Pa _O tor C p rt 10 era _O tor Pa A p rt 10 era _O tor B pe ra to rC X-Bar - Part/Operator - Measurement Measurement Systems Analysis: Analyze Gage R&R – X-bar & R Charts Gage R&R - X-Bar by Operator 1.5430 1.4930 1.4615 1.4430 1.4213 1.3930 1.3812 1.3430 1.2930 1.2430 1.1930 Gage R&R - R-Chart by Operator 0.070 0.067 0.057 0.047 0.037 0.027 0.007 0.021 0.017 0.000 -0.003 Back to Index

Measurement Systems Analysis: Analyze Gage R&R – Multi-Vari Charts Gage R&R Multi-Vari Gage R&R Multi-Vari Mean Options - Total 1.50879 1.50879 1.45879 1.45879 1.40879 1.40879 1.35879 1.35879 1.30879 1.30879 1.25879 1.25879 1.20879 1.20879 Operator A Operator B Operator - Part 01 Operator C Operator A Operator B Operator C Operator - Part 02 Back to Index

Measurement Systems Analysis: Attribute MSA (Binary) Any number of samples, appraisers and replicates  Within Appraiser Agreement, Each Appraiser vs Standard Agreement, Each Appraiser vs Standard Disagreement, Between Appraiser Agreement, All Appraisers vs Standard Agreement  Fleiss' kappa  Back to Index

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