{"id":647,"date":"2019-07-12T12:28:22","date_gmt":"2019-07-12T11:28:22","guid":{"rendered":"http:\/\/35.193.178.118\/?page_id=647"},"modified":"2019-07-29T16:12:04","modified_gmt":"2019-07-29T15:12:04","slug":"measurement-function-pt4","status":"publish","type":"page","link":"https:\/\/research.reading.ac.uk\/fiduceo\/archive\/tutorials\/measurement-function-pt1\/measurement-function-pt4\/","title":{"rendered":"Measurement function"},"content":{"rendered":"\r\n<h2 class=\"wp-block-heading\">Examining the uncertainty analysis tree<\/h2>\r\n\r\n\r\n\r\n<p>On the previous page, we introduced the concept of an uncertainty analysis tree, which is focussed on the measurement function. On this page, we\u2019ll examine this diagram, which is reproduced below, in more detail.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"wp-image-645\" src=\"https:\/\/research.reading.ac.uk\/fiduceo\/wp-content\/uploads\/sites\/129\/2019\/07\/tutorial-1-pt3-fig1-1-1024x388.png\" alt=\"\" \/><\/figure>\r\n\r\n\r\n\r\n<p>As can be seen from the diagram above, this uncertainty analysis tree is centred on the hypothetical measurement function:<\/p>\r\n\r\n\r\n\r\n<p><span class=\"wp-block-katex-display-block katex-eq\" data-katex-display=\"true\">y=f(x_1,x_2,x_3) + 0<\/span><\/p>\r\n\r\n\r\n\r\n<p>Notice from the diagram that there are three effects that contribute to the uncertainty in the first term, <span class=\"katex-eq\" data-katex-display=\"false\">u(x_1)<\/span>, and that this uncertainty in <span class=\"katex-eq\" data-katex-display=\"false\">x_1<\/span> is propagated to an uncertainty in the measurand\u00a0( <span class=\"katex-eq\" data-katex-display=\"false\">y <\/span>) using a \u2018sensitivity coefficient\u2019,<span class=\"katex-eq\" data-katex-display=\"false\">c_1<\/span> . We\u2019ll examine sensitivity coefficients in detail in the next recipe of this series.<\/p>\r\n\r\n\r\n\r\n<p>Moving on, we can see that the second term has its own measurement function:<\/p>\r\n\r\n\r\n\r\n<p><span class=\"wp-block-katex-display-block katex-eq\" data-katex-display=\"true\">x_2=x_2(X_a,X_b)<\/span><\/p>\r\n\r\n\r\n\r\n<p>The uncertainty in the terms in this measurement function, <span class=\"katex-eq\" data-katex-display=\"false\"> u(X_a) <\/span> and <span class=\"katex-eq\" data-katex-display=\"false\">u(X_b) <\/span> , is again propagated to an uncertainty in the measurand (in this case <span class=\"katex-eq\" data-katex-display=\"false\"> x_2 <\/span> ) via a sensitivity coefficient, and the uncertainty in <span class=\"katex-eq\" data-katex-display=\"false\"> x_2 <\/span> , <span class=\"katex-eq\" data-katex-display=\"false\"> u(x_2) <\/span> , is propagated to an uncertainty in the measurand <span class=\"katex-eq\" data-katex-display=\"false\"> (y) <\/span> via the sensitivity coefficient <span class=\"katex-eq\" data-katex-display=\"false\"> c_2 <\/span> .<\/p>\r\n\r\n\r\n\r\n<p>A number of effects contribute to the uncertainty in the third term, <span class=\"katex-eq\" data-katex-display=\"false\"> u(x_3) <\/span> , but it is not possible to quantify them separately. Instead, their combined uncertainty has been evaluated and propagated to the measurand using the sensitivity coefficient <span class=\"katex-eq\" data-katex-display=\"false\"> c_3 <\/span> .<\/p>\r\n\r\n\r\n\r\n<p>Finally, the uncertainty associated with the \u2018plus zero\u2019 term, <span class=\"katex-eq\" data-katex-display=\"false\"> u(0) <\/span> has been evaluated and is propagated to the measurand via the sensitivity coefficient <span class=\"katex-eq\" data-katex-display=\"false\"> c_0=1 <\/span> .<\/p>\r\n\r\n\r\n\r\n<p>It should be noted at this point that the uncertainty analysis tree presented above is a simplified example, designed to introduce the basic concepts involved. In later recipes, we\u2019ll look at a real-life example of a diagram of this type and see how we can expand our approach, but before we do, let\u2019s look at errors, uncertainty and sensitivity coefficients in more detail in the next recipe.<\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Examining the uncertainty analysis tree On the previous page, we introduced the concept of an uncertainty analysis tree, which is focussed on the measurement function. On this page, we\u2019ll examine&#8230;<a class=\"read-more\" href=\"&#104;&#116;&#116;&#112;&#115;&#58;&#47;&#47;&#114;&#101;&#115;&#101;&#97;&#114;&#99;&#104;&#46;&#114;&#101;&#97;&#100;&#105;&#110;&#103;&#46;&#97;&#99;&#46;&#117;&#107;&#47;&#102;&#105;&#100;&#117;&#99;&#101;&#111;&#47;&#97;&#114;&#99;&#104;&#105;&#118;&#101;&#47;&#116;&#117;&#116;&#111;&#114;&#105;&#97;&#108;&#115;&#47;&#109;&#101;&#97;&#115;&#117;&#114;&#101;&#109;&#101;&#110;&#116;&#45;&#102;&#117;&#110;&#99;&#116;&#105;&#111;&#110;&#45;&#112;&#116;&#49;&#47;&#109;&#101;&#97;&#115;&#117;&#114;&#101;&#109;&#101;&#110;&#116;&#45;&#102;&#117;&#110;&#99;&#116;&#105;&#111;&#110;&#45;&#112;&#116;&#52;&#47;\">Read More ><\/a><\/p>\n","protected":false},"author":219,"featured_media":0,"parent":628,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"__cvm_playback_settings":[],"__cvm_video_id":"","footnotes":""},"coauthors":[6],"class_list":["post-647","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Measurement function - Fiduceo<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/research.reading.ac.uk\/fiduceo\/archive\/tutorials\/measurement-function-pt1\/measurement-function-pt4\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Measurement function - Fiduceo\" \/>\n<meta property=\"og:description\" content=\"Examining the uncertainty analysis tree On the previous page, we introduced the concept of an uncertainty analysis tree, which is focussed on the measurement function. 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