{"id":2991,"date":"2018-11-08T03:18:18","date_gmt":"2018-11-08T11:18:18","guid":{"rendered":"https:\/\/blogs.plm.automation.siemens.com\/t5\/Simcenter-Blog\/A-smart-guide-Step-by-step-Durability-Engineering-based-on-test\/ba-p\/541029"},"modified":"2026-03-26T06:05:38","modified_gmt":"2026-03-26T10:05:38","slug":"a-smart-guide-step-by-step-durability-engineering-based-on-test-data","status":"publish","type":"post","link":"https:\/\/blogs.sw.siemens.com\/simcenter\/a-smart-guide-step-by-step-durability-engineering-based-on-test-data\/","title":{"rendered":"A smart guide: Step-by-step Durability Engineering based on test data"},"content":{"rendered":"\n<p>The durability of a product is important, whether you develop an electric car or a new autonomous vehicle. Can you imagine an autonomous vehicle falling apart right after driving over a single bump? It can happen that the focus falls on the development of the latest technology rather than the engineering of essential aspects, such as durability. To develop a successful product that meets customers\u2019 expectations, long-term quality and durability need to stay under the spotlight.<\/p>\n\n\n\n<p><strong>How to ensure that your developed vehicle will be durable? How to start? <\/strong><\/p>\n\n\n\n<p>Is it all about executing vehicle durability testing while driving on rough roads before presenting the vehicle to the market? Or is it about performing a <strong>CAE-based durability analysis<\/strong> upfront and eliminating the red spots with preventive actions? Well, actually, it requires a bit more. We definitely need durability tests that rely on <strong>road load data measurements and processing<\/strong> to guarantee strength efficiently (customer correlated and multi-attribute balanced). Let\u2019s take a look at the entire durability process, based on road loads.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/6\/2019\/09\/Durability-infographics-1.png\" alt=\"Durability infographics.png\" \/><\/figure>\n\n\n\n<p>Durability engineering process based on road load data<\/p>\n\n\n\n<p><strong>Step 1: Instrumentation<\/strong><\/p>\n\n\n\n<p>The vehicle durability testing process starts in the office. The simulation engineer or test engineer defines a list of all points on the vehicle for which he\/she would like to have <strong>real-life loads<\/strong>. With this list, the technician goes to a lab where he <strong>instruments <\/strong>a vehicle with all the sensors required to measure road load data; such as <strong>accelerometers<\/strong>, <strong>strain gages<\/strong>,<strong> displacement sensors<\/strong>,<strong> WFTs, <\/strong>etc.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/6\/2019\/09\/02_Instrumentation-1.jpg\" alt=\"02_Instrumentation.jpg\" \/><\/figure>\n\n\n\n<p>Measuring the loads that act from the suspension onto body<\/p>\n\n\n\n<p><strong>Step 2: Test setup<\/strong><\/p>\n\n\n\n<p>When the vehicle is completely instrumented, the test engineer connects all sensors to the measurement system and defines the channels in the <a href=\"https:\/\/www.plm.automation.siemens.com\/global\/en\/products\/simcenter\/testlab.html\" target=\"_blank\" rel=\"noreferrer noopener\">acquisition software<\/a> by filling out the parameters for each respective sensor.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/6\/2019\/09\/03_Sensor-Database-lookup-1.jpg\" alt=\"03_Sensor Database lookup.jpg\" \/><\/figure>\n\n\n\n<p>Simcenter Testlab: Durability testing \u2013 Sensor database lookup<\/p>\n\n\n\n<p><strong>Step 3: Measure and Validate<\/strong><\/p>\n\n\n\n<p>After that, a durability test driver takes the vehicle and goes to the <strong>proving ground<\/strong>, where he drives with it over different durability tracks in order to simulate real-life usage.<\/p>\n\n\n\n<p>As a next step, the test engineer looks at the data to <strong>validate<\/strong> whether they are O.K. before going back to the office.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/6\/2019\/09\/04_Online-processing-inside-the-car-1.jpg\" alt=\"04_Online processing (inside the car).jpg\" \/><\/figure>\n\n\n\n<p>A test engineer validates the acquired data thanks to Simcenter Testlab Online Processing feature<\/p>\n\n\n\n<p><strong>Step 4: Analysis<\/strong><\/p>\n\n\n\n<p>The durability test engineer needs to clean the acquired data by removing\/correcting anomalies, such as spikes, drifts, and offsets, before sharing the data with other teams.<\/p>\n\n\n\n<p>Once the data is clean, <a href=\"https:\/\/www.plm.automation.siemens.com\/global\/en\/webinar\/durability-load-data-analysis\/41488\" target=\"_blank\" rel=\"noreferrer noopener\">load and fatigue analysis<\/a> can be conducted. This can be done with either <strong>counting methods<\/strong>, such as <strong>Rainflow, Range Pair, Time at Level, Level Crossing<\/strong>; or <strong>Stress Life <\/strong>and<strong> Strain Life <\/strong>experimental fatigue analysis for a better understanding of operational loads.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/6\/2019\/09\/05_Load-data-analysis-1.jpg\" alt=\"05_Load data analysis.jpg\" \/><\/figure>\n\n\n\n<p>A test engineer gains understanding about operational loads thanks to Simcenter Testlab Load &amp; Fatigue Analysis solution<\/p>\n\n\n\n<p>Very often, the durability engineer needs to minimize costs or long test durations by <strong>creating accelerated life testing<\/strong> profiles for test benches. This new profile can either be <strong>random time signals <\/strong>or <strong>block cycles<\/strong>, depending on the capabilities of the test benches. It is also vital to keep the <strong>same damage <\/strong>by comparing the original and the shortened profile.<\/p>\n\n\n\n<p><strong>Step 5: Report and Share<\/strong><\/p>\n\n\n\n<p>Finally, the durability test engineer can process the acquired data and share it with the simulation engineer and physical validation engineer. The simulation engineer can now perform a <strong>CAE analysis<\/strong> on the component, system or vehicle level. Test engineer can also perform rig testing or proving ground testing as part of the physical testing. In addition to data sharing, reports will enable you to gain a better understanding about the acquired data at first sight.<\/p>\n\n\n\n<p>Simcenter Testlab: Quicker delivery by embedding complete test data in actionable MS Office-based reports<\/p>\n\n\n\n<p>To summarize, executing simulation and psychical validation are duties of other groups within the \u2018durability world\u2019. These steps\u2014from the moment the test engineer connects the sensors and the measurement system in the lab and sets up a channel list, and up to reporting and sharing\u2014are part of <strong>Test-based Durability engineering. <\/strong><\/p>\n\n\n\n<p>Discover how Siemens PLM can help execute all these steps in an <strong>easier, faster<\/strong> and <strong>more<\/strong> <strong>advanced<\/strong> way.<\/p>\n\n\n\n<p><em>END-TO-END DURABILITY TESTING VIDEO<\/em><\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"End to end durability testing | Simcenter Testlab Neo\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/O1aJ5NfUFX4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.plm.automation.siemens.com\/global\/en\/industries\/automotive-transportation\/vehicle-performance-engineering\/strength-durability.html\" target=\"_blank\" rel=\"noreferrer noopener\">See this website for more information.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The durability of a product is important, whether you develop an electric car or a new autonomous vehicle. Can you imagine an autonomous vehicle falling apart right after driving over a single bump? &#8230;<\/p>\n","protected":false},"author":16582,"featured_media":3009,"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":[],"industry":[89],"product":[584,518,588],"coauthors":[],"class_list":["post-2991","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","industry-automotive-transportation","product-simcenter-scadas","product-simcenter-testing-solutions","product-simcenter-testlab"],"featured_image_url":"https:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/6\/2019\/09\/06_Reporting-1.jpg","_links":{"self":[{"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/posts\/2991","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/users\/16582"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/comments?post=2991"}],"version-history":[{"count":5,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/posts\/2991\/revisions"}],"predecessor-version":[{"id":12095,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/posts\/2991\/revisions\/12095"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/media\/3009"}],"wp:attachment":[{"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/media?parent=2991"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/categories?post=2991"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/tags?post=2991"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/industry?post=2991"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/product?post=2991"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/simcenter\/wp-json\/wp\/v2\/coauthors?post=2991"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}