[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-291382-105":59,"doc-detail-291382-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","implementing-a-digital-twin-design-and-test-test-and-measurement-strategy-blueprint","Implementing a Digital Twin, Design and Test, Test and Measurement Strategy - Blueprint","","Accuracy, repeatability, and utilization drive test and measurement strategy across a product or program life cycle, balancing technical and business imperatives. Design uses test to ensure theory meets real product specifications, manufacturing weighs quality against cost, and support turns testing into actionable insight through simple operation. Enterprise workflows vary widely, so a digital-twin-enabled Design and Test approach aims to close the theory-reality gap, increase predictability, and enable earlier test or design changes.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/implementing-a-digital-twin-design-and-test-test-and-measurement-strategy-blueprint/291382/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/implementing-a-digital-twin-design-and-test-test-and-measurement-strategy-blueprint/291382.png","ImageObject",300,407,{"name":92,"@type":93},"Maya Linwood","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-26","2026-09-17",true,{"@type":102,"interactionType":103,"userInteractionCount":44},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"How does the paper define the role of test and measurement strategy across a product life cycle?","Question",{"text":112,"@type":113},"It explains that accuracy, repeatability, and utilization balance technical and business needs, ensuring design theory matches real specifications, supporting manufacturing quality and cost, and enabling simpler, insight-driven operations for support.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"Why are not all tests equal across an enterprise or workflow according to the document?",{"text":117,"@type":113},"The document states that teams do not all develop the same test strategy or simulate effectiveness and efficiency on the product in the same way, creating inconsistent outcomes across workflows.",{"name":119,"@type":110,"acceptedAnswer":120},"How can a digital twin strategy improve design and test decisions?",{"text":121,"@type":113},"By simulating the product in detailed, real-time-like ways, the strategy reduces the gap between design theory and physical reality, increases accuracy and repeatability, and allows test or design changes before designs are frozen for technical or performance reasons.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},291382,1789645062,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":44,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":34,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":129,"read_time":143,"preview_page_count":4},962084928432,"https://ap-avatar.wpscdn.com/davatar_155a257f0dc6eb9ab79c44ca47cae57d","ARTICLE REPRINT  \nImplementing a Digital Twin, Design and Test, Test and Measurement Strategy  \nBy Duane Lowenstein and Chris Mueth at Keysight Technologies  \nExplore the history of digital twins and discover how digital twins can and will change the way we develop and implement test strategies in the future. Read the award-winning IEEE article, written by Keysight’s Duane Lowenstein and Chris Mueth.  \nThis article was first presented at IEEE AUTOTESTCON 2022, August 29 to September 1. It is reprinted with permission.  \n[www.keysight.com | 1](www.keysight.com | 1)  \nImplementing a Digital Twin, Design and Test, Test  \nand Measurement Strategy  \nDuane Lowenstein Keysight Technologies Solutions Fellow Andover, MA  \n[Duane_lowenstein@Keysight.com](Duane_lowenstein@Keysight.com)  \nChris Mueth Keysight Technologies Digital Twin Program Manager Calabasas, CA [Chris_Mueth@Keysight.com](Chris_Mueth@Keysight.com)  \nAbstract—  \nAccuracy, repeatability, and utilization are used continually when we talk about a test and measurement strategy. These fundamentals allow the balance between the technical and business imperatives that test contributes to a product or program’s life cycle. From a design point of view, test is the de facto tool to ensure the theory of design meets the reality of the product or production specifications. In manufacturing, test is a balance between ensuring quality and cost. For support, testis about insight with simplicity of operation. All of these play an integral part of the success of a business, but to make this all happen, there is a fundamental assumption that the test and measurement strategy is implemented and operated as it was designed.  \nThe fact is, not all tests are created equal when looking across an enterprise and/or workflow. Not everyone develops a test strategy and simulates its effectiveness and efficiency on the product the same way. The idea of a digital twin strategy has been around for years in the mechanical world and is starting to gain traction in the electrical world to minimize the gap between theory and reality. These same principals now can be applied to the test and measurement world. Such a strategy can lead to greater accuracy, repeatability, and utilization of test strategy. It will also allow test or design changes to be made before designs are frozen for technical and/or performance reasons. This Design and Test (DaT) process would not only change the way design and test flows work, but how overall programs change the way they do business from concept through support.  \nThis paper will explore the history of digital twins and show how digital twins can and will change the way we develop and implement test strategies in the future. It will detail how the workflow throughout a product/program’s life cycle will change to reduce time, resources, and cost while dramatically increasing predictability and repeatability, and ensuring consistency of test strategies. This paper ultimately will give a foundation for a blueprint to develop a test and measurement DaT/digital twin strategy, share examples of use cases today, and outline the business and technical benefits for implementing such a strategy.  \nI. INTRODUCTION  \nFor decades, terms like faster, cheaper, more accurate, lower power, smaller, and so on have been thrown around when developing new electronic products. For many years, we did this through step function innovations like moving from through-hole components to surface mount, manual circuit analysis on spreadsheets to sophisticated Monte Carlo simulations, and manual testing with probes to autonomous custom fixtured test stations. Even with all this progress, on average, most companies are still taking several months to correlate design and test data, according to data collected in a 2018 [1] survey by Dimensional Research (Figure 1) . This typeof effort, although improvements over the past, still adds significant delay to product launches and strain on engineering resourc","cbCaioovNqJu2kb2","https://ap.wps.com/l/cbCaioovNqJu2kb2","pdf",776886,"English","# Abstract\n# I. Introduction","[{\"question\":\"How does the paper define the role of test and measurement strategy across a product life cycle?\",\"answer\":\"It explains that accuracy, repeatability, and utilization balance technical and business needs, ensuring design theory matches real specifications, supporting manufacturing quality and cost, and enabling simpler, insight-driven operations for support.\"},{\"question\":\"Why are not all tests equal across an enterprise or workflow according to the document?\",\"answer\":\"The document states that teams do not all develop the same test strategy or simulate effectiveness and efficiency on the product in the same way, creating inconsistent outcomes across workflows.\"},{\"question\":\"How can a digital twin strategy improve design and test decisions?\",\"answer\":\"By simulating the product in detailed, real-time-like ways, the strategy reduces the gap between design theory and physical reality, increases accuracy and repeatability, and allows test or design changes before designs are frozen for technical or performance reasons.\"}]","Implementing a Digital Twin, Design and Test, Test and Measurement Strategy - Blueprint | PDF",18]