{"id":1321,"date":"2022-11-16T22:45:00","date_gmt":"2022-11-16T22:45:00","guid":{"rendered":"https:\/\/flex-main.lndo.site\/resources\/simulation-and-digital-twin-for-medical-manufacturing"},"modified":"2023-08-17T15:27:54","modified_gmt":"2023-08-17T15:27:54","slug":"simulation-and-digital-twin-for-medical-manufacturing","status":"publish","type":"resource","link":"https:\/\/flex.com\/zh\/resources\/simulation-and-digital-twin-for-medical-manufacturing","title":{"rendered":"\u533b\u7597\u4ea7\u54c1\u5236\u9020\u4e2d\u7684\u4eff\u771f\u548c\u6570\u5b57\u5b6a\u751f"},"content":{"rendered":"<div id=\"overscroll-top\" style=\"background-color: #eaeef4;\"><\/div>\n<div class=\"resource-header block\">\n\t<div class=\"container\">\n\t\t<div class=\"breadcrumb\">\n\t\t\t<a title=\"Homepage\" href=\"\/\">Flex<\/a>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M365.3 256l-22.6 22.6-192 192L128 493.3 82.7 448l22.6-22.6L274.7 256 105.4 86.6 82.7 64 128 18.7l22.6 22.6 192 192L365.3 256z\"\/><\/svg>\n\t\t\t<a title=\"Resources\" href=\"\/resources\">Resources<\/a>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M365.3 256l-22.6 22.6-192 192L128 493.3 82.7 448l22.6-22.6L274.7 256 105.4 86.6 82.7 64 128 18.7l22.6 22.6 192 192L365.3 256z\"\/><\/svg>\n\t\t\t<a title=\"Simulation and digital twin for medical manufacturing\">Simulation and digital twin for medical manufacturing<\/a>\n\t\t<\/div>\n\t\t<h1>Simulation and digital twin for medical manufacturing<\/h1>\n\t\t\t\t<div class=\"separator\"><\/div>\n\t\t<div class=\"details\">\n\t\t\t\t\t\t\t\t\t<div class=\"date detail\">\n\t\t\t\tPosted on<br>\n\t\t\t\t16 11 \u6708, 2022\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"categories\">\n\t\t\t\t<div class=\"categories-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"cat-tag\">Case Study<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"cat-tag\" data-cat-level=\"3\" data-destination=\"\/industries\/healthcare?subcategories=consumer-health#resources\" href=\"\/industries\/healthcare?subcategories=consumer-health#resources\">Medical Devices &amp; Consumer Health<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"cat-tag\" data-cat-level=\"3\" data-destination=\"\/solutions-and-services\/manufacturing?subcategories=industry-4-0#resources\" href=\"\/solutions-and-services\/manufacturing?subcategories=industry-4-0#resources\">Industry 4.0<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n\n\n\n<div class=\"sidebar block normal-sidebar\">\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h2 class=\"wp-block-heading has-medium-font-size\" id=\"h-background\" style=\"font-weight:600\">Background<\/h2>\n\n\n\n<p>A leading medical equipment company selected Flex to manufacture their Class II diabetes product. In the United States, the Class II medical device designation refers to those devices with a moderate to high risk to the patient and or user. More than 40 percent of medical devices fall under this category. They require the utmost reliability, as any mistakes or issues in the <a href=\"https:\/\/flex.com\/solutions-and-services\/design-engineering\">design or manufacturing process<\/a> could put patients at risk.<\/p>\n\n\n<div id=\"id_69e4c47a38cbd\" class=\"media block\">\n\t<div class=\"container media-center \">\n\t\t<div class=\"media\" style=\"left: 0px; min-width: 100%; max-width: 100%;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"image \">\n\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"Simulation and Digitial Twin for Medical Manufacturing\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2022\/11\/simulation-and-digital-twin-for-medical-manufacturing-0.jpg\" title=\"\">\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<script>\n\t(function () {\n\t\tlet hasRun_id_69e4c47a38cbd = false;\n\t\tfunction updateVideoDisplay_id_69e4c47a38cbd() {\n\t\t\tconst youtubeVideoId = \"\";\n\t\t\tconst bynderID = \"\";\n\t\t\tconst mediaType = \"image\";\n\t\t\tconst mediaVideoElement = document.getElementById('media-video-id_69e4c47a38cbd');\n\t\t\tconst bodyClass = document.body.className || '';\n\t\t\tconst match = bodyClass.match(\/translatepress-([a-z]{2})(?:_[A-Z]{2})?\/i);\n\t\t\tconst currentLanguage = match ? match[1].toLowerCase() : 'en';\n\t\t\tconst isChineseLang = currentLanguage === 'zh';\n\t\t\tconsole.log('isChineseLang:', isChineseLang);\n\t\t\tconsole.log('Language detected:', currentLanguage);\n\t\t\tconst isValidYouTube = youtubeVideoId && \/^[A-Za-z0-9_-]{11}$\/.test(youtubeVideoId);\n\t\t\t\n\t\t\tif (!mediaVideoElement || mediaType !== \"video\") return;\n\t\t\tmediaVideoElement.innerHTML = ''; \/\/ Clear existing content\n\t\t\t\n\t\t\tlet videoSourceClass = 'fallback-error';\n\t\t\t\n\t\t\tif (isChineseLang) {\n\t\t\t\tif (bynderID) {\n\t\t\t\t\tvideoSourceClass = 'bynder';\n\t\t\t\t}\n\t\t\t} else {\n\t\t\t\tif (isValidYouTube) {\n\t\t\t\t\tvideoSourceClass = 'youtube';\n\t\t\t\t} else if (bynderID) {\n\t\t\t\t\tvideoSourceClass = 'bynder';\n\t\t\t\t}\n\t\t\t}\n\t\t\t\n\t\t\t\/\/ Apply layout class (used in SCSS)\n\t\t\tmediaVideoElement.className = 'video ' + videoSourceClass;\n\t\t\n\t\t\t\/\/ CASE: Chinese language\n\t\t\tif (isChineseLang) {\n\t\t\t\tif (bynderID) {\n\t\t\t\t\t\/\/ Load Bynder\n\t\t\t\t\tif (!document.getElementById('bynder-widgets-js')) {\n\t\t\t\t\t\tconst script = document.createElement('script');\n\t\t\t\t\t\tscript.src = 'https:\/\/d8ejoa1fys2rk.cloudfront.net\/bynder-embed\/latest\/bynder-embed.js';\n\t\t\t\t\t\tscript.id = 'bynder-widgets-js';\n\t\t\t\t\t\tscript.setAttribute('data-account-url', 'https:\/\/brandcenter.flex.com');\n\t\t\t\t\t\tscript.setAttribute('data-language', 'zh');\n\t\t\t\t\t\tdocument.body.appendChild(script);\n\t\t\t\t\t}\n\t\t\n\t\t\t\t\tconst bynderDiv = document.createElement('div');\n\t\t\t\t\tbynderDiv.id = 'bynder-id_69e4c47a38cbd';\n\t\t\t\t\tbynderDiv.className = 'video-bynder';\n\t\t\t\t\tbynderDiv.setAttribute('data-bynder-widget', 'video-item');\n\t\t\t\t\tbynderDiv.setAttribute('data-media-id', bynderID);\n\t\t\t\t\tmediaVideoElement.appendChild(bynderDiv);\n\t\t\n\t\t\t\t\tsetTimeout(() => {\n\t\t\t\t\t\tif (typeof BynderEmbed !== 'undefined' && typeof BynderEmbed.load === 'function') {\n\t\t\t\t\t\t\tBynderEmbed.load();\n\t\t\t\t\t\t}\n\t\t\t\t\t}, 500);\n\t\t\t\t} else {\n\t\t\t\t\t\/\/ No Bynder = error (even if YouTube is valid)\n\t\t\t\t\tshowVideoError();\n\t\t\t\t}\n\t\t\n\t\t\t\/\/ CASE: Not Chinese\n\t\t\t} else {\n\t\t\t\tif (isValidYouTube) {\n\t\t\t\t\tconst iframe = document.createElement('iframe');\n\t\t\t\t\tiframe.id = 'youtube-id_69e4c47a38cbd';\n\t\t\t\t\tiframe.className = 'video-youtube';\n\t\t\t\t\tiframe.src = 'https:\/\/www.youtube.com\/embed\/' + youtubeVideoId + '?rel=0';\n\t\t\t\t\tiframe.frameBorder = '0';\n\t\t\t\t\tiframe.playsInline = true;\n\t\t\t\t\tiframe.allow = 'encrypted-media';\n\t\t\t\t\tiframe.allowFullscreen = true;\n\t\t\t\t\tmediaVideoElement.appendChild(iframe);\n\t\t\t\t} else if (bynderID) {\n\t\t\t\t\t\/\/ Load Bynder (fallback if no YouTube)\n\t\t\t\t\tif (!document.getElementById('bynder-widgets-js')) {\n\t\t\t\t\t\tconst script = document.createElement('script');\n\t\t\t\t\t\tscript.src = 'https:\/\/d8ejoa1fys2rk.cloudfront.net\/bynder-embed\/latest\/bynder-embed.js';\n\t\t\t\t\t\tscript.id = 'bynder-widgets-js';\n\t\t\t\t\t\tscript.setAttribute('data-account-url', 'https:\/\/brandcenter.flex.com');\n\t\t\t\t\t\tscript.setAttribute('data-language', currentLanguage);\n\t\t\t\t\t\tdocument.body.appendChild(script);\n\t\t\t\t\t}\n\t\t\n\t\t\t\t\tconst bynderDiv = document.createElement('div');\n\t\t\t\t\tbynderDiv.id = 'bynder-id_69e4c47a38cbd';\n\t\t\t\t\tbynderDiv.className = 'video-bynder';\n\t\t\t\t\tbynderDiv.setAttribute('data-bynder-widget', 'video-item');\n\t\t\t\t\tbynderDiv.setAttribute('data-media-id', bynderID);\n\t\t\t\t\tmediaVideoElement.appendChild(bynderDiv);\n\t\t\n\t\t\t\t\tsetTimeout(() => {\n\t\t\t\t\t\tif (typeof BynderEmbed !== 'undefined' && typeof BynderEmbed.load === 'function') {\n\t\t\t\t\t\t\tBynderEmbed.load();\n\t\t\t\t\t\t}\n\t\t\t\t\t}, 500);\n\t\t\t\t} else {\n\t\t\t\t\t\/\/ No valid YouTube or Bynder = error\n\t\t\t\t\tshowVideoError();\n\t\t\t\t}\n\t\t\t}\n\t\t\n\t\t\tfunction showVideoError() {\n\t\t\t\tconst errorDiv = document.createElement('div');\n\t\t\t\terrorDiv.id = 'video-error-id_69e4c47a38cbd';\n\t\t\t\terrorDiv.className = 'video-error';\n\t\t\t\terrorDiv.innerHTML = `\n\t\t\t\t\t<div>\n\t\t\t\t\t\t<h3>Video Unavailable<\/h3>\n\t\t\t\t\t\t<p>The content you\u2019re seeking is momentarily unavailable. We appreciate your patience and look forward to sharing it with you soon.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t`;\n\t\t\t\tmediaVideoElement.appendChild(errorDiv);\n\t\t\t}\n\t\t}\n\t\t\n\t\tfunction runVideoInjection() {\n\t\t\tif (hasRun_id_69e4c47a38cbd) return;\n\t\t\thasRun_id_69e4c47a38cbd = true;\n\t\t\tupdateVideoDisplay_id_69e4c47a38cbd();\n\t\t}\n\t\t\n\t\t\/\/ Always run on front-end\n\t\tif (document.readyState === 'loading') {\n\t\t\tdocument.addEventListener('DOMContentLoaded', runVideoInjection);\n\t\t} else {\n\t\t\trunVideoInjection();\n\t\t}\n\t\t\n\t\t\/\/ Also run in editor if available\n\t\tif (typeof wp !== 'undefined' && wp.domReady) {\n\t\t\twp.domReady(runVideoInjection);\n\t\t}\n\t})();\n\t<\/script>\n\t\n\t<script>\n\t\tdocument.addEventListener('DOMContentLoaded', function () {\n\t\t\t\n\t\t\t\/\/ Get the block element by ID\n\t\t\tvar blockElement = document.getElementById(\"id_69e4c47a38cbd\");\n\t\t\tif (!blockElement) return;\n\t\n\t\t\t\/\/ Reveal the block\n\t\t\t(function ($) {\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .media\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .content\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t}(jQuery));\n\t\t});\n\t<\/script>\n<\/div>\n\n<div class=\"spacer block\" style=\"height: 24px;\">\n\t<\/div>\n\n\n<p>Establishing compliant manufacturing processes for medical devices can take years due to the stringent performance, reliability, and safety specifications involved. Additionally, any modification to those processes requires revalidation, documentation, and resubmission to regulatory committees, a time-consuming and costly process that can cause delays.&nbsp;Balancing all of these considerations and priorities, it can be challenging for <a href=\"\/industries\/healthcare#consumer-health\">medical device manufacturers<\/a> to streamline processes for greater agility and resiliency while still meeting all regulatory requirements.<\/p>\n\n\n\n<p>Given the high stakes of a patient\u2019s well-being and the need for precise planning and forecasting, medical device manufacturing is an ideal candidate for simulation technologies that use software-based environments to optimize processes. One such technique, discrete event simulation (DES), models the operation of a real-world system as a sequence of discrete events. It allows us to safely and accurately model, simulate, and analyze the necessary relevant assembly, testing, and shipping processes.<\/p>\n\n\n<div id=\"id-69e4c47a3f2af\" class=\"box block content-width light-content zh \" style=\"background-color: transparent; background-image: none;\">\n\t<style>\n\t\t#id-69e4c47a3f2af > .container > .content {\n\t\t\tbackground-color: #005486ff;\n\t\t\tposition: relative;\n\t\t\tpadding-top: 48px;\n\t\t\tpadding-right: 60px;\n\t\t\tpadding-bottom: 48px;\n\t\t\tpadding-left: 60px;\n\t\t\tmargin-left: 0px;\n\t\t\tmargin-right: 0px;\n\t\t}\n\t\t@media (max-width: 1272px) {\n\t\t\t#id-69e4c47a3f2af.box.block.full-width > .container > .content {\n\t\t\t\tpadding-left: 0 !important;\n\t\t\t\tpadding-right: 0 !important;\n\t\t\t\tmargin: 0 !important;\n\t\t\t}\n\t\t}\n\t\t@media (max-width: 960px) {\n\t\t\t#id-69e4c47a3f2af > .container > .content {\n\t\t\t\t\/\/padding-top: 24px;\n\t\t\t\tpadding-right: 30px;\n\t\t\t\t\/\/padding-bottom: 24px;\n\t\t\t\tpadding-left: 30px;\n\t\t\t}\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h3 class=\"wp-block-heading has-small-font-size\"><strong>DES accelerates time-to-market and reduces costs significantly by enabling us to:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Design an efficient flow of people and materials<\/li>\n\n\n\n<li>Predict yields more accurately<\/li>\n\n\n\n<li>Reduce inventory<\/li>\n\n\n\n<li>Increase throughput<\/li>\n<\/ul>\n\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" id=\"h-challenge\" style=\"font-weight:600\">Challenge<\/h2>\n\n\n\n<p>As the healthcare industry adapted to the pressing needs of the COVID-19 pandemic, medical professionals also had to\u00a0pivot and <a href=\"https:\/\/flex.com\/solutions-and-services\/supply-chain#resilience\">become more resilient<\/a> so they could\u00a0continue addressing other critical healthcare demands. We needed to help our customer accelerate and optimize the development of a Class II diabetes product to ensure speed, quality, and reliability,\u00a0while scaling up production and minimizing risk through the ongoing challenges of a global pandemic.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" id=\"h-solution-optimize-manufacturing-using-des-to-create-a-digital-twin-of-the-factory-floor\" style=\"font-weight:600\">Solution: Optimize manufacturing using DES to create a digital twin of the factory floor.<\/h2>\n\n\n\n<p>With this virtual representation of our complex production system, we tested various scenarios and gained insights on optimization tactics.<\/p>\n\n\n\n<p>First, we imported representations of the production assets, like equipment, layout, and staff, into the DES software to mimic the physical production process. We also analyzed how equipment in the environment related to other equipment, people, materials, and other objects. This provided a baseline for the process flow.<\/p>\n\n\n\n<p>With the process flow in place, we then loaded relevant data and assigned them to the appropriate asset, <a href=\"\/solutions-and-services\/manufacturing#industry-4-0\">creating a digital twin of our factory operations<\/a>. This enabled us to simulate processes without expending equipment or materials, iterating hundreds of thousands of \u201cwhat-if\u201d scenarios. When the tests were completed, our business and engineering staff worked with our simulation experts to review the output for further optimization.<\/p>\n\n\n<div id=\"id-69e4c47a42dc6\" class=\"box block content-width dark-content zh \" style=\"background-color: transparent; background-image: none;\">\n\t<style>\n\t\t#id-69e4c47a42dc6 > .container > .content {\n\t\t\tbackground-color: #eaeef4ff;\n\t\t\tposition: relative;\n\t\t\tpadding-top: 48px;\n\t\t\tpadding-right: 60px;\n\t\t\tpadding-bottom: 48px;\n\t\t\tpadding-left: 60px;\n\t\t\tmargin-left: 0px;\n\t\t\tmargin-right: 48px;\n\t\t}\n\t\t@media (max-width: 1272px) {\n\t\t\t#id-69e4c47a42dc6.box.block.full-width > .container > .content {\n\t\t\t\tpadding-left: 0 !important;\n\t\t\t\tpadding-right: 0 !important;\n\t\t\t\tmargin: 0 !important;\n\t\t\t}\n\t\t}\n\t\t@media (max-width: 960px) {\n\t\t\t#id-69e4c47a42dc6 > .container > .content {\n\t\t\t\t\/\/padding-top: 24px;\n\t\t\t\tpadding-right: 30px;\n\t\t\t\t\/\/padding-bottom: 24px;\n\t\t\t\tpadding-left: 30px;\n\t\t\t}\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h3 class=\"wp-block-heading has-small-font-size\"><strong>We focused on several key dimensions, including:<\/strong><\/h3>\n\n\n<div id=\"id_69e4c47a40bf3\" class=\"media block\">\n\t<div class=\"container media-right content-center\">\n\t\t<div class=\"media\" style=\"left: 96px; min-width: 500px; max-width: 500px;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"image none\">\n\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"2021 Manufacturing Leadership Award Winner\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2022\/11\/simulation-and-digital-twin-for-medical-manufacturing-1.jpg\" title=\"\">\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"content\" style=\"margin-right: -60px; margin-left: 0px;\">\n\t\t\t\t\n\n<ul class=\"wp-block-list\">\n<li>Improving yields<\/li>\n\n\n\n<li>Utilizing carts to remove bottlenecks for value-added processes<\/li>\n\n\n\n<li>Evaluating the master schedule to increase delivery from 5.5 million to 8.1 million units per quarter<\/li>\n\n\n\n<li>Optimizing work order sizes to deplete material in the given unit<\/li>\n<\/ul>\n\n\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<script>\n\t(function () {\n\t\tlet hasRun_id_69e4c47a40bf3 = false;\n\t\tfunction updateVideoDisplay_id_69e4c47a40bf3() {\n\t\t\tconst youtubeVideoId = \"\";\n\t\t\tconst bynderID = \"\";\n\t\t\tconst mediaType = \"image\";\n\t\t\tconst mediaVideoElement = document.getElementById('media-video-id_69e4c47a40bf3');\n\t\t\tconst bodyClass = document.body.className || '';\n\t\t\tconst match = bodyClass.match(\/translatepress-([a-z]{2})(?:_[A-Z]{2})?\/i);\n\t\t\tconst currentLanguage = match ? 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We appreciate your patience and look forward to sharing it with you soon.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t`;\n\t\t\t\tmediaVideoElement.appendChild(errorDiv);\n\t\t\t}\n\t\t}\n\t\t\n\t\tfunction runVideoInjection() {\n\t\t\tif (hasRun_id_69e4c47a40bf3) return;\n\t\t\thasRun_id_69e4c47a40bf3 = true;\n\t\t\tupdateVideoDisplay_id_69e4c47a40bf3();\n\t\t}\n\t\t\n\t\t\/\/ Always run on front-end\n\t\tif (document.readyState === 'loading') {\n\t\t\tdocument.addEventListener('DOMContentLoaded', runVideoInjection);\n\t\t} else {\n\t\t\trunVideoInjection();\n\t\t}\n\t\t\n\t\t\/\/ Also run in editor if available\n\t\tif (typeof wp !== 'undefined' && wp.domReady) {\n\t\t\twp.domReady(runVideoInjection);\n\t\t}\n\t})();\n\t<\/script>\n\t\n\t<script>\n\t\tdocument.addEventListener('DOMContentLoaded', function () {\n\t\t\t\n\t\t\t\/\/ Get the block element by ID\n\t\t\tvar blockElement = document.getElementById(\"id_69e4c47a40bf3\");\n\t\t\tif (!blockElement) return;\n\t\n\t\t\t\/\/ Reveal the block\n\t\t\t(function ($) {\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .media\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .content\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t}(jQuery));\n\t\t});\n\t<\/script>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" id=\"h-results\" style=\"font-weight:600\">Results<\/h2>\n\n\n\n<p>Without simulation, this testing process would have taken at least three months longer. But our DES tool allowed us to complete our optimization analysis in only three weeks, enabling our customer to get the product to market faster. This saved our customer time \u2014 and money. It also tested the process to ensure it would yield a reliable product, a critical success factor for Class II medical devices. Using our simulation expertise to optimize production processes, we helped our customer achieve significant ROI.<\/p>\n\n\n\n<p>For example, using more carts to transport material and work-in-progress products around the factory for <a href=\"https:\/\/flex.com\/solutions-and-services\/services\">value-added processes<\/a> introduced greater process efficiency. Without performing simulation, we would not have identified carts as a solution to unblock potential bottlenecks&nbsp;and achieve greater resiliency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-medium-font-size\" id=\"h-major-efficiency-gains-included\" style=\"font-weight:600\">Major efficiency gains included<\/h3>\n\n\n<div id=\"id_69e4c47a43805\" class=\"media block\">\n\t<div class=\"container media-center \">\n\t\t<div class=\"media\" style=\"left: 0px; min-width: 100%; max-width: 100%;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"image \">\n\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"70% increase in station output by optimizing work order sizes. 47% more units produced per quarter. 15\u201321% higher value-added process utilization through cart availability optimization.\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2022\/11\/simulation-and-digital-twin-for-medical-manufacturing-2.jpg\" title=\"\">\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<script>\n\t(function () {\n\t\tlet hasRun_id_69e4c47a43805 = false;\n\t\tfunction updateVideoDisplay_id_69e4c47a43805() {\n\t\t\tconst youtubeVideoId = \"\";\n\t\t\tconst bynderID = \"\";\n\t\t\tconst mediaType = \"image\";\n\t\t\tconst mediaVideoElement = document.getElementById('media-video-id_69e4c47a43805');\n\t\t\tconst bodyClass = document.body.className || '';\n\t\t\tconst match = bodyClass.match(\/translatepress-([a-z]{2})(?:_[A-Z]{2})?\/i);\n\t\t\tconst currentLanguage = match ? 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We appreciate your patience and look forward to sharing it with you soon.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t`;\n\t\t\t\tmediaVideoElement.appendChild(errorDiv);\n\t\t\t}\n\t\t}\n\t\t\n\t\tfunction runVideoInjection() {\n\t\t\tif (hasRun_id_69e4c47a43805) return;\n\t\t\thasRun_id_69e4c47a43805 = true;\n\t\t\tupdateVideoDisplay_id_69e4c47a43805();\n\t\t}\n\t\t\n\t\t\/\/ Always run on front-end\n\t\tif (document.readyState === 'loading') {\n\t\t\tdocument.addEventListener('DOMContentLoaded', runVideoInjection);\n\t\t} else {\n\t\t\trunVideoInjection();\n\t\t}\n\t\t\n\t\t\/\/ Also run in editor if available\n\t\tif (typeof wp !== 'undefined' && wp.domReady) {\n\t\t\twp.domReady(runVideoInjection);\n\t\t}\n\t})();\n\t<\/script>\n\t\n\t<script>\n\t\tdocument.addEventListener('DOMContentLoaded', function () {\n\t\t\t\n\t\t\t\/\/ Get the block element by ID\n\t\t\tvar blockElement = document.getElementById(\"id_69e4c47a43805\");\n\t\t\tif (!blockElement) return;\n\t\n\t\t\t\/\/ Reveal the block\n\t\t\t(function ($) {\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .media\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .content\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t}(jQuery));\n\t\t});\n\t<\/script>\n<\/div>\n\n\t\t<\/div>\n\t\t<div class=\"sidebar normal-column\">\n\t\t\t\t\t\t\t\t\t<div class=\"post\">\n\t\t\t\t\t\t\t\t<a title=\"Human factors engineering advancements in the medical device industry\" class=\"image\" href=\"https:\/\/flex.com\/zh\/resources\/human-factors-engineering-advancements-in-the-medical-device-industry\" target=\"_self\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"human factors engineering advancements\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2024\/08\/1080x1920-540x304.jpg\" title=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"label\">\n\t\t\t\t\t\t\tBlog\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<a title=\"Human factors engineering advancements in the medical device industry\" class=\"title\" href=\"https:\/\/flex.com\/zh\/resources\/human-factors-engineering-advancements-in-the-medical-device-industry\" target=\"_self\">\n\t\t\t\t\tHuman factors engineering advancements in the medical device industry\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"post\">\n\t\t\t\t\t\t\t\t<a title=\"Enhancing POC device design through computational simulations\u00a0\" class=\"image\" href=\"https:\/\/flex.com\/zh\/resources\/enhancing-poc-device-design-through-computational-simulations\" target=\"_self\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"Healthcare professional using a POC medical device on a patient\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2023\/11\/MedTech-Intelligence-article-on-POC-Devices_979x430-540x304.jpg\" 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