{"id":1770,"date":"2018-01-18T15:04:30","date_gmt":"2018-01-18T23:04:30","guid":{"rendered":"https:\/\/blogs.plm.automation.siemens.com\/t5\/Teamcenter-Blog\/Model-based-Product-Safety-amp-Reliability-forward-vs-backward\/ba-p\/460821"},"modified":"2026-03-26T08:50:27","modified_gmt":"2026-03-26T12:50:27","slug":"model-based-product-safety-reliability-forward-vs-backward-looking-design","status":"publish","type":"post","link":"https:\/\/blogs.sw.siemens.com\/teamcenter\/model-based-product-safety-reliability-forward-vs-backward-looking-design\/","title":{"rendered":"Model-based Product Safety &#038; Reliability: forward vs backward looking design\u2026"},"content":{"rendered":"<p><strong><em>No one seems to notice product safety &amp; reliability until something goes wrong\u2026<\/em><\/strong><\/p>\n<p>Forward thinking\u00a0Product Safety &amp; Reliability is about moving from isolated reliability and safety analysis processes (including disconnected FMEA tables, Fault trees, etc.) to integrated reliability models that can proactively influence product development towards safe\/reliabile\u00a0products.\u00a0\u00a0Which way are you facing?<\/p>\n<p>While working on one project, I was the designee to deliver bad product safety &amp; reliability news in a project review\u2026 After the swearing was over, the program manager put it this way, \u201cthis is like driving a car looking thru the rear view mirror, I can see the problem after I\u2019ve run over it.\u00a0Why don\u2019t you give me something I can see it coming so I can avoid the problem\u201d. Since then I\u2019ve been looking for ways to implement forward-design thinking to predict product safety &amp; reliability problems\/reduce risk vs. trying to fix them after we\u2019ve run over them (check previous blogs about how a <a href=\"https:\/\/community.plm.automation.siemens.com\/t5\/Teamcenter-Blog\/Integrated-System-Engineering-reducing-complexity\/ba-p\/381776\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">connected product architecture is critical to forward looking design<\/a>)<\/p>\n<figure style=\"width: 399px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" title=\"Rear view mirror driving.png\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/14\/2019\/09\/Rear-view-mirror-driving-1.png\" alt=\"Driving looking in the rear-view mirror\" width=\"399\" height=\"260\" \/><figcaption class=\"wp-caption-text\">Items in the mirror are closer than they appear<\/figcaption><\/figure>\n<p>Systems Engineering\/Product Safety &amp; Reliability engineers are in the business of reducing technical risk, avoiding future problems vs saving money (<a href=\"https:\/\/blogs.sw.siemens.com\/teamcenter\/mbse-success-keeping-the-architects-ahead-of-the-construction-crews\/\" target=\"_blank\" rel=\"noopener\">see different blog\/discussion about justifying systems engineering<\/a>); which is part of our problem since we lack evidence that we are as good as we say we are (see MIT\/NSF Research on \u201c<a href=\"http:\/\/web.mit.edu\/nelsonr\/www\/Repenning=Sterman_CMR_su01_.pdf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Nobody Ever Gets Credit for Fixing Problems that Never Happened\u201d <\/a>\u00a0for a good read on this topic).<\/p>\n<p>Yet, when visiting organizations with million(s) dollar mistakes, the people who made the mistakes are still there because you can\u2019t find the evidence that their decisions lead to the problem (It\u2019s like paper training a puppy, you\u2019ve got to catch them in the act)\u2014their decisions are separated by time &amp; space from the consequence (i.e. engineering decision relativity).<\/p>\n<figure style=\"width: 445px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" title=\"Dont push the button cartoon.png\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/14\/2019\/09\/Dont-push-the-button-cartoon-1.png\" alt=\"Don't push the big red button\" width=\"445\" height=\"567\" \/><figcaption class=\"wp-caption-text\">Credit: Gary Larson The Far Side<\/figcaption><\/figure>\n<p>The recent headlines of the emergency notification false alarm in Hawaii is a timely case in point, <a href=\"http:\/\/www.kcrg.com\/content\/news\/Hawaiian-authorities-explain-why-it-took-38-minutes-to-cancel-false-alert-469422273.html\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">the connection to the person that hit the button was obvious<\/a>, but who designed a system to allow a single mis-button push to trigger the warning and another way-longer number of minutes to figure out how to retract it (see you don\u2019t know who that is either)?\u00a0 Apple and others have learned their lesson which is why it takes getting through a three (3) deep warning system before allowing you to clear\/reset your cell phone\u2014i.e. are your really, really, really sure?<\/p>\n<p><strong><em>How come we keep repeating the same product safety &amp; reliability problems\u2026 <\/em><\/strong><\/p>\n<p>If we accept that bad design\/architecture may produce bad results, let\u2019s at least learn from the experience and rather than look for scapegoats, lets at least put a connection between the problem and the root cause so we don\u2019t repeat the problem and maybe even feed it forward to the next project to design a more robust solution. I\u2019ve been keeping a \u2018problem resurface metric\u2019 by industry for some time\u2014how long does a problem once solved take to come back:<\/p>\n<ul>\n<li>High tech: says 6 months<\/li>\n<li>Auto: says 3 years<\/li>\n<li>Aero: ~20 years<\/li>\n<\/ul>\n<p>\u2026 all of which seems to match their project cycles and how knowledge (in people\u2019s heads) moves from project to project.<\/p>\n<p>So when I came across this graph:<\/p>\n<figure style=\"width: 739px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" title=\"Reliability Isssue Discovery Curve.png\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/14\/2019\/09\/Reliability-Isssue-Discovery-Curve-1.png\" alt=\"Reliability Isssue Discovery Curve\" width=\"739\" height=\"484\" \/><figcaption class=\"wp-caption-text\">Defect Cost based on when discovered<\/figcaption><\/figure>\n<p>\u2026which describes the obvious&#8211;it\u2019s better\/cheaper to catch the problems where we plant them vs after they yield results. Rear-view mirror thinking is on the right side; it uses data that comes from things like warrantee issues or customer complaints to discover problems.\u00a0 Forward thinking on the left requires predictive models. So even though it\u2019s intuitively obvious to catch problems early, since we don\u2019t have a predictive product safety &amp; reliability model of our system (and probably no prior experience with unprecedented systems), we end up looking through the rear-view mirror to discover potholes while driving our projects.<\/p>\n<p><strong><em>So which way are we facing\u2026 <\/em><\/strong><\/p>\n<p>Today\u2019s standard reliability artifacts (FMEA, FMECA,\u2026) are examples of back-ward looking design. For example, many organizations gather a group of product experts in a conference room to discuss various hazards, their probability of happening, potential impact, and possible ways of mitigating the consequences. They will use isolated spreadsheets or FMEA-type tools capture the information. As soon as they leave the room things change, the spreadsheet is not maintained, et al. (if we start with a spreadsheet from the last program, it\u2019s an attempt at forward thinking to apply past experiences to the current project, but it rapidly becomes backward because it\u2019s not maintained in a connected way\u2014so it\u2019s a snapshot of how something was and quickly recedes in the project rear-view mirror). Imagine doing that with a multi-million part airplane with say 3 possible failure modes per part in a spreadsheet (you can\u2019t, <a href=\"https:\/\/www.google.com\/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=2&amp;cad=rja&amp;uact=8&amp;ved=0ahUKEwjJhOnlk9vYAhVowFQKHWtCDP0QFggpMAE&amp;url=https%3A%2F%2Fsupport.office.com%2Fen-us%2Farticle%2Fexcel-specifications-and-limits-1672b34d-7043-467e-8e27-269d656771c3&amp;usg=AOvVaw3pcYajcbKorRAx-3DqAexZ\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">according to Microsoft Excel limits<\/a> are 1,048,576 rows by 16,384 columns).<\/p>\n<p>Now imagine a more scalable forward-looking model-based approach which begins with a product\u2019s functions and where those functions are allocated\/performed. This establishes the functional network that can then be used to drive reliability models to be able to predict overall product safety &amp; reliability, areas of concern, and the model can output artifacts as a by-product (FMEA tables, Fault Trees, etc. as an output from the model vs a means of capturing existing product behavior). Plus you now have product safety &amp; reliability impact traceability, so when a change happens you can see where it goes\/what it does to your product reliability and you can move toward prognostics-type thinking; i.e. advanced forward thinking (I can see where our visibility\/coverage is limited and use that information to add sensors, etc. to improve our coverage to improve our product safety &amp; reliability even more).<\/p>\n<p>This model-based capability is found in <a href=\"https:\/\/www.google.com\/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=1&amp;cad=rja&amp;uact=8&amp;ved=0ahUKEwjmkPXFkuDYAhUG82MKHTyLAUEQFggnMAA&amp;url=https%3A%2F%2Fwww.phmtechnology.com%2F&amp;usg=AOvVaw0v-QQ_WiYZfuH4A8YxTJJB\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">PHM\u2019s Maintenance Aware Design (MADe);<\/a> the only Model-Based Product Safety &amp; Reliability solution) which is in process of being integrated with <a href=\"https:\/\/www.google.com\/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=1&amp;cad=rja&amp;uact=8&amp;ved=0ahUKEwiL5evhkuDYAhVE5GMKHdEYDQ8QFggyMAA&amp;url=https%3A%2F%2Fwww.plm.automation.siemens.com%2Fen%2Fproducts%2Fteamcenter%2F&amp;usg=AOvVaw3-KCWTrZ5NblNCFfmcWWCr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Teamcenter\u2019s product lifecycle management (PLM) solution<\/a>. This merges the product architecture and configuration with product safety &amp; reliability modeling allowing us include safety &amp; reliability as an active contributor to daily design decisions&#8211; moving you towards a forward looking design environment that allows you to improve product safety &amp; reliability in a proactive way&#8211;safe, reliable, secure by design (vs. current disconnected spreadsheets and isolated reliability tools with their periodic wakeup calls from product recalls).<\/p>\n<p>More information is coming as we integrate product safety &amp; reliability modeling solution with the product lifecycle or you can contact your Siemens account manager for details.<\/p>\n<p>&#8211;Mark Sampson<\/p>\n","protected":false},"excerpt":{"rendered":"<p>No one seems to notice product safety &amp; reliability until something goes wrong\u2026 <\/p>\n<p> Forward thinking Product Safety &amp; Reliability is about moving from isolated reliability and s&#8230;<\/p>\n","protected":false},"author":54001,"featured_media":1779,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spanish_translation":"","french_translation":"","german_translation":"","italian_translation":"","polish_translation":"","japanese_translation":"","chinese_translation":"","footnotes":""},"categories":[1],"tags":[16],"industry":[],"product":[],"coauthors":[],"class_list":["post-1770","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-model-based-systems-engineering"],"featured_image_url":"https:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/14\/2019\/09\/Reliability-Isssue-Discovery-Curve-1.png","_links":{"self":[{"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/posts\/1770","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/users\/54001"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/comments?post=1770"}],"version-history":[{"count":4,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/posts\/1770\/revisions"}],"predecessor-version":[{"id":6725,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/posts\/1770\/revisions\/6725"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/media\/1779"}],"wp:attachment":[{"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/media?parent=1770"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/categories?post=1770"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/tags?post=1770"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/industry?post=1770"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/product?post=1770"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/teamcenter\/wp-json\/wp\/v2\/coauthors?post=1770"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}