{"id":2150,"date":"2022-07-18T16:22:07","date_gmt":"2022-07-18T22:22:07","guid":{"rendered":"https:\/\/www.vibrantndt.com\/?p=2150"},"modified":"2022-07-18T16:22:07","modified_gmt":"2022-07-18T22:22:07","slug":"how-can-pcrt-gauge-rr-help-me-meet-the-as13100-inspection-standard","status":"publish","type":"post","link":"https:\/\/www.vibrantndt.com\/de\/how-can-pcrt-gauge-rr-help-me-meet-the-as13100-inspection-standard\/","title":{"rendered":"How can PCRT (Gauge R&#038;R) help me meet the AS13100 inspection standard?"},"content":{"rendered":"<p>Many Quality and Regulatory Systems such as <a href=\"https:\/\/www.iso.org\/iso-9001-quality-management.html\">ISO 9001<\/a> or <a href=\"https:\/\/www.sae.org\/standards\/content\/as13100\">AS13100<\/a> include statements like \u201cSupplier shall perform MSA on all measurement systems used to measure &#8218;Critical&#8216; or &#8218;Key&#8216; characteristics.\u201d\u00a0 A common element in this MSA is a Gauge R&amp;R (Repeatability and Reproducibility) study.<\/p>\n<p>Resonance frequency measurements are very precise, and our custom-PCRT fixtures deliver excellent repeatability.\u00a0 But simply knowing that that you can make repeatable measurements within 0.012% standard deviation doesn&#8217;t help everyone understand how repeatable PCRT inspection results will be.\u00a0 We can show you how repeatable the Z-score calculation will be for our &#8218;margin&#8216; shots (which estimate measurement repeatability).\u00a0 But until we show you THE WHOLE POPULATION, you can&#8217;t interpret the numbers.\u00a0 Very few customers come to us with a specification (or even suggestion) of what resonant frequencies for their parts should be, or how much variation should be in an acceptable population.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2151 aligncenter\" src=\"https:\/\/www.vibrantndt.com\/wp-content\/uploads\/2022\/07\/picture1-300x149.png\" alt=\"\" width=\"644\" height=\"320\" srcset=\"https:\/\/www.vibrantndt.com\/wp-content\/uploads\/2022\/07\/picture1-300x149.png 300w, https:\/\/www.vibrantndt.com\/wp-content\/uploads\/2022\/07\/picture1-768x382.png 768w, https:\/\/www.vibrantndt.com\/wp-content\/uploads\/2022\/07\/picture1.png 780w\" sizes=\"auto, (max-width: 644px) 100vw, 644px\" \/><\/p>\n<p style=\"text-align: center;\"><em>While the first plot shows the distribution of repeat measurements, without the population context on the second plot, we don\u2019t know the RELEVANCE of the repeatability.\u00a0 To evaluate the effectiveness of a gauge, we must know how much both repeat measurements AND POPULATION MEASUREMENTS will vary.<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><strong>What is Gauge R&amp;R?\u00a0 Should I study measured values or inspection results (Pass\/Fail)?<br \/>\n<\/strong>In a Gauge R&amp;R study, the gauge error (Equipment Variation) is compared to the overall measurement error, which typically also includes operator error (Appraiser Variation) and population error (Part Variation).\u00a0 Measurement Systems that have the R&amp;R error (combination of Equipment and Appraiser Variation) less than 10% of the Total Variation are said to be acceptable.\u00a0 Another way to look at the acceptability of the GRR results is to examine how many &#8218;distinct categories&#8216; the measurement R&amp;R puts the population into.\u00a0 This is where the 0.012% standard deviation question comes into play.\u00a0 If the population variation is 0.015%, and the gauge&#8217;s error is 0.012%, then the gauge doesn&#8217;t do a very good job of distinguishing the &#8218;lowest measurement from the highest measurement&#8216; in the population.\u00a0 However, if the population variation 0.250% and the gauge&#8217;s error is 0.012%, then the gauge divides the population into more than 20 distinct categories.\u00a0 The minimum value for an acceptable gauge by this measure is typically 5.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-2153 aligncenter\" src=\"https:\/\/www.vibrantndt.com\/wp-content\/uploads\/2022\/07\/2-283x300.png\" alt=\"\" width=\"399\" height=\"423\" srcset=\"https:\/\/www.vibrantndt.com\/wp-content\/uploads\/2022\/07\/2-283x300.png 283w, https:\/\/www.vibrantndt.com\/wp-content\/uploads\/2022\/07\/2.png 390w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Performing an accurate quantitative GRR study like this requires that the population of parts included in the study actually represents the true PART VARIATION expected.\u00a0 If the study just includes &#8217;10 parts in a row taken from the production line&#8216;, these may not really represent the full range of possible part variation and can underestimate the effectiveness of the gauge to distinguish within the population.\u00a0 Sometimes it is hard to KNOW how to get your GRR sample to represent the true population variation.\u00a0 This uncertainty tends to encourage folks to do an &#8218;attribute&#8216; study instead.<\/p>\n<p>In a GRR attribute study, we are simply evaluating whether an inspection method gives the same result (Pass\/Fail) repeatedly.\u00a0 Sometimes customers ask us to demonstrate that we can &#8218;get the same answer 3 times in a row for X passing parts and Y failing parts&#8216; (for example).\u00a0 In most PCRT applications, this Pass\/Fail decision is made based on comparing a metric (or often 2) to a threshold.\u00a0 In our VIPR applications, the metrics are the MTS and Bias Scores.\u00a0 In our Z Score applications, the metrics are the Average Z Score and Z Deviation.\u00a0 When we evaluate the results of the attribute study, we prioritize the pass\/fail result, but we also look at the repeatability of the metrics.\u00a0 For example, in the study below, Parts 6B05, 6B16 and 6B89 all failed twice in a row, with very similar MTS scores (above the threshold).\u00a0 Part 6B48 failed one time, and passed one time, but the variation in the metric is very similar &#8211; the part just happens to be nearer the threshold.\u00a0 If the GRR set includes 6B48, the repeatability may look lower than if the set includes only the other parts.<\/p>\n<p><strong>Sample GRR Reports<br \/>\n<\/strong>The attachment shows sample reports for both quantitative and attribute GRR studies for PCRT inspections.\u00a0 Either approach can be taken for your PCRT application.<\/p>\n<p><a href=\"https:\/\/www.vibrantndt.com\/download\/2155\/\">Download Sample GRR Reports\u00a0<\/a><\/p>\n<p><strong>Contact Us<\/strong><\/p>\n<p>Contact your Vibrant Application Engineer to discuss a GRR study for your application, or reach out to us to see if PCRT can meet your MSA requirements.<\/p>\n<p><a href=\"https:\/\/www.vibrantndt.com\/contact\/\">Send Us a Message<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Many Quality and Regulatory Systems such as ISO 9001 or AS13100 include statements like \u201cSupplier shall perform MSA on all measurement systems used to measure &#8218;Critical&#8216; or &#8218;Key&#8216; characteristics.\u201d\u00a0 A common element in this MSA is a Gauge R&amp;R (Repeatability and Reproducibility) study. Resonance frequency measurements are very precise, and our custom-PCRT fixtures deliver excellent [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-2150","post","type-post","status-publish","format-standard","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/posts\/2150","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/comments?post=2150"}],"version-history":[{"count":2,"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/posts\/2150\/revisions"}],"predecessor-version":[{"id":2160,"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/posts\/2150\/revisions\/2160"}],"wp:attachment":[{"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/media?parent=2150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/categories?post=2150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vibrantndt.com\/de\/wp-json\/wp\/v2\/tags?post=2150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}