{"id":45990,"date":"2020-03-10T12:14:00","date_gmt":"2020-03-10T19:14:00","guid":{"rendered":"https:\/\/www.cohu.com\/?p=45990"},"modified":"2025-03-31T12:17:37","modified_gmt":"2025-03-31T19:17:37","slug":"template-6","status":"publish","type":"post","link":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes","title":{"rendered":"Optimize Your Mechanical Systems for Transformational Outcomes"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8g28v5p-746d8baae8d89148fb421ccddfa3a141\">\n.avia-section.av-m8g28v5p-746d8baae8d89148fb421ccddfa3a141 .av-parallax .av-parallax-inner{\nbackground-repeat:no-repeat;\nbackground-image:url(\/wp-content\/uploads\/2025\/03\/resources-banner-1500x333.jpg);\nbackground-position:50% 50%;\nbackground-attachment:scroll;\n}\n.avia-section.av-m8g28v5p-746d8baae8d89148fb421ccddfa3a141 .av-section-color-overlay{\nopacity:0.3;\nbackground-color:#000000;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-m8g28v5p-746d8baae8d89148fb421ccddfa3a141 main_color avia-section-default avia-no-border-styling  avia-builder-el-0  el_before_av_one_full  avia-builder-el-first  av-parallax-section avia-bg-style-parallax av-section-color-overlay-active av-minimum-height av-minimum-height-25 av-height-25  container_wrap fullsize'  data-section-bg-repeat='no-repeat' data-av_minimum_height_pc='25' data-av_min_height_opt='25'><div class='av-parallax' data-avia-parallax-ratio='0.3' ><div class='av-parallax-inner main_color avia-full-stretch'><\/div><\/div><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-45990'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ig608p-4f8d1c0453663a84f522f5ebe321d648\">\n.flex_column.av-ig608p-4f8d1c0453663a84f522f5ebe321d648{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-ig608p-4f8d1c0453663a84f522f5ebe321d648 av_two_third  avia-builder-el-1  el_before_av_one_third  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a\">\n#top .av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a{\npadding-bottom:10px;\ncolor:#ffffff;\nfont-size:40px;\n}\nbody .av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-special-heading-tag{\nfont-size:40px;\n}\n.av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-subheading{\nfont-size:25px;\n}\n\n@media only screen and (min-width: 768px) and (max-width: 989px){ \n#top #wrap_all .av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-special-heading-tag{\nfont-size:50px;\n}\n.av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-subheading{\nfont-size:25px;\n}\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-special-heading-tag{\nfont-size:47px;\n}\n.av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-subheading{\nfont-size:20px;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-special-heading-tag{\nfont-size:33px;\n}\n.av-special-heading.av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a .av-subheading{\nfont-size:15px;\n}\n}\n<\/style>\n<div  class='av-special-heading av-m8g29ww6-eae5135b0895c3f76a92dcd7e248c63a av-special-heading-h1 custom-color-heading blockquote modern-quote  avia-builder-el-2  avia-builder-el-no-sibling  av-inherit-size av-linked-heading'><h1 class='av-special-heading-tag '  itemprop=\"headline\"  >PHYSICS, MACHINES AND DATA<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2pyrzd-6af470dabd56f3b979785905ac98eceb\">\n.flex_column.av-2pyrzd-6af470dabd56f3b979785905ac98eceb{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-2pyrzd-6af470dabd56f3b979785905ac98eceb av_one_third  avia-builder-el-3  el_after_av_two_third  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8sqnek7-5a54248de211167837b6e7f1c5ebaa5a\">\n.avia-image-container.av-m8sqnek7-5a54248de211167837b6e7f1c5ebaa5a img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-m8sqnek7-5a54248de211167837b6e7f1c5ebaa5a .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-m8sqnek7-5a54248de211167837b6e7f1c5ebaa5a av-styling- avia-align-center  avia-builder-el-4  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-45060 avia-img-lazy-loading-not-45060 avia_image ' src=\"\/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-300x89.png\" alt='Tignis, A Cohu Analytics Solution logo in white' title='Tignis-Logo-cohu-tagline-all white-transparent'  height=\"89\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"\/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-300x89.png 300w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-1030x305.png 1030w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-768x228.png 768w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-1536x455.png 1536w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-2048x607.png 2048w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-1500x444.png 1500w, \/wp-content\/uploads\/2025\/03\/Tignis-Logo-cohu-tagline-all-white-transparent-705x209.png 705w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/main><!-- close content main element --><\/div><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-45990'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-2y29t5-8eac002ebd25dfff14a3d2eed1a49041 av_one_full  avia-builder-el-5  el_after_av_section  el_before_av_post_metadata  avia-builder-el-first  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8gaohgy-e779b05cc50cec788c64ad3beca2e266\">\n#top .av_textblock_section.av-m8gaohgy-e779b05cc50cec788c64ad3beca2e266 .avia_textblock{\nfont-size:40px;\n}\n<\/style>\n<section  class='av_textblock_section av-m8gaohgy-e779b05cc50cec788c64ad3beca2e266 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Optimize Your Mechanical Systems for Transformational Outcomes<\/strong><\/p>\n<\/div><\/section><\/div><div  class='av-post-metadata-container av-1h9dbih-f3a0f8fb0dd601dbad28c4d31b098a86 av-metadata-container-align-center  avia-builder-el-7  el_after_av_one_full  el_before_av_hr  av-metadata-container-1'><div class='av-post-metadata-container-inner'><span class=\"av-post-metadata-content av-post-metadata-meta-content\"><span class=\"av-post-metadata-content av-post-metadata-published\"><span class=\"av-post-metadata-published-date\" >10. March 2020<\/span><\/span><span class=\"av-post-metadata-content av-post-metadata-separator\">|<\/span><span class=\"av-post-metadata-content av-post-metadata-category\"><span class=\"av-metadata-before av-metadata-before-categories\">in<\/span><span class=\"av-post-metadata-category-link\" ><a href=\"https:\/\/www.cohu.com\/category\/thought-leadership\/\" >Thought Leadership<\/a><\/span><\/span><\/span><\/div><\/div><\/p>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8t25391-39260fa6e7d6022a5f36742c2f35864e\">\n#top .hr.hr-invisible.av-m8t25391-39260fa6e7d6022a5f36742c2f35864e{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-m8t25391-39260fa6e7d6022a5f36742c2f35864e hr-invisible  avia-builder-el-8  el_after_av_post_metadata  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-1ltc3hq-d678e11ab7342dc0fff705952edff81f av_one_full  avia-builder-el-9  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-14x5t1q-d47623e9bfcf35a345e472af8b04b517\">\n.avia-image-container.av-14x5t1q-d47623e9bfcf35a345e472af8b04b517 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-14x5t1q-d47623e9bfcf35a345e472af8b04b517 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-14x5t1q-d47623e9bfcf35a345e472af8b04b517 av-styling- avia-align-center  avia-builder-el-10  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-45991 avia-img-lazy-loading-not-45991 avia_image ' src=\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner-1030x361.png\" alt='' title='Tignis-blog-1-banner'  height=\"361\" width=\"1030\"  itemprop=\"thumbnailUrl\" srcset=\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner-1030x361.png 1030w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner-300x105.png 300w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner-768x269.png 768w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner-705x247.png 705w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png 1200w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/div><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8g8t5wg-76ecfb6e051b02404cc71f111581bb48\">\n#top .hr.hr-invisible.av-m8g8t5wg-76ecfb6e051b02404cc71f111581bb48{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-m8g8t5wg-76ecfb6e051b02404cc71f111581bb48 hr-invisible  avia-builder-el-11  el_after_av_one_full  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<div  class='flex_column av-tc5sy6-c610ce4ce37ddc8755f7c103673cd0c6 av_one_full  avia-builder-el-12  el_after_av_hr  avia-builder-el-last  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m8g8tpp9-ff1fa86bc0dd446fd91b41108625f035\">\n#top .av_textblock_section.av-m8g8tpp9-ff1fa86bc0dd446fd91b41108625f035 .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-m8g8tpp9-ff1fa86bc0dd446fd91b41108625f035 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The mechanical systems you monitor play a vital role in your operational success. Technology has progressed in ways that deliver more data and possibilities for increasing the reliability and availability of your systems, but at the end of the day, the challenge remains what it\u2019s always been: Making sure it all works together, efficiently and effectively, with a minimum of downtime or unexpected hassle.<\/p>\n<p>And it\u2019s not just about your company\u2019s success. As an asset manager or other stakeholder in the system reliability, your time, performance, and reputation are also on the line. The smarter you can be about overcoming the most common obstacles to reliability, the better you can succeed and grow in your role.<\/p>\n<p>Tignis provides unique physics-driven analytics that uses digital twin and machine learning technologies to increase the reliability of your connected mechanical assets. Starting with your piping and instrumentation diagrams and the history of sensor data you\u2019ve already collected, we produce a durable, extensible digital replica of your environment and then work with you to develop precise analytics that serve your specific asset characteristics and business needs.<\/p>\n<p>In this way, we help you cut through a lot of the noise that you probably deal with every day, such as false positive readings, wasted time cycles spent chasing down the root cause of an issue, and overall exposed asset risk due to a variety of unknown environmental factors.<\/p>\n<p>By proactively navigating the intricacies of sensor configuration, the proliferation of sensor data, and the ongoing challenges of swift issue identification and resolution, we can help you make better sense of the assets you oversee, and manage them accordingly.<\/p>\n<p>Welcome to our blog. The stories and insights we share here will connect your challenges and obstacles to the best outcomes for transforming the way you see asset management analytics, modernizing and streamlining your approach to reliability and maintenance, and doing your job in even more effective ways than you have before.<\/p>\n<\/div><\/section><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":35,"featured_media":45991,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[413],"tags":[],"class_list":["post-45990","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Optimize Your Mechanical Systems for Transformational Outcomes - Tignis | Cohu<\/title>\n<meta name=\"description\" content=\"Unique physics-driven analytics that uses digital twin and machine learning technologies to increase the reliability of your connected mechanical assets.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Optimize Your Mechanical Systems for Transformational Outcomes - Tignis | Cohu\" \/>\n<meta property=\"og:description\" content=\"Unique physics-driven analytics that uses digital twin and machine learning technologies to increase the reliability of your connected mechanical assets.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/\" \/>\n<meta property=\"og:site_name\" content=\"cohu.com\" \/>\n<meta property=\"article:published_time\" content=\"2020-03-10T19:14:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-31T19:17:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.cohu.com\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"420\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Antoinette McKinley\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Antoinette McKinley\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/\"},\"author\":{\"name\":\"Antoinette McKinley\",\"@id\":\"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51\"},\"headline\":\"Optimize Your Mechanical Systems for Transformational Outcomes\",\"datePublished\":\"2020-03-10T19:14:00+00:00\",\"dateModified\":\"2025-03-31T19:17:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/\"},\"wordCount\":2807,\"image\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage\"},\"thumbnailUrl\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png\",\"articleSection\":[\"Thought Leadership\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/\",\"url\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/\",\"name\":\"Optimize Your Mechanical Systems for Transformational Outcomes - Tignis | Cohu\",\"isPartOf\":{\"@id\":\"https:\/\/www.cohu.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage\"},\"thumbnailUrl\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png\",\"datePublished\":\"2020-03-10T19:14:00+00:00\",\"dateModified\":\"2025-03-31T19:17:37+00:00\",\"author\":{\"@id\":\"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51\"},\"description\":\"Unique physics-driven analytics that uses digital twin and machine learning technologies to increase the reliability of your connected mechanical assets.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage\",\"url\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png\",\"contentUrl\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png\",\"width\":1200,\"height\":420},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.cohu.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Optimize Your Mechanical Systems for Transformational Outcomes\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.cohu.com\/#website\",\"url\":\"https:\/\/www.cohu.com\/\",\"name\":\"cohu.com\",\"description\":\"At Cohu, we deliver leading-edge solutions to enable a smarter, safer, and more connected future. semiconductor equipment and services, and printed circuit board test.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.cohu.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51\",\"name\":\"Antoinette McKinley\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.cohu.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/dc9a9be798dd2bd16e9381b6de9c86b75143439f6a3565c1bb744c0377d553e0?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/dc9a9be798dd2bd16e9381b6de9c86b75143439f6a3565c1bb744c0377d553e0?s=96&d=mm&r=g\",\"caption\":\"Antoinette McKinley\"},\"url\":\"https:\/\/www.cohu.com\/author\/antoinette-mckinley\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Optimize Your Mechanical Systems for Transformational Outcomes - Tignis | Cohu","description":"Unique physics-driven analytics that uses digital twin and machine learning technologies to increase the reliability of your connected mechanical assets.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/","og_locale":"en_US","og_type":"article","og_title":"Optimize Your Mechanical Systems for Transformational Outcomes - Tignis | Cohu","og_description":"Unique physics-driven analytics that uses digital twin and machine learning technologies to increase the reliability of your connected mechanical assets.","og_url":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/","og_site_name":"cohu.com","article_published_time":"2020-03-10T19:14:00+00:00","article_modified_time":"2025-03-31T19:17:37+00:00","og_image":[{"width":1200,"height":420,"url":"https:\/\/www.cohu.com\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png","type":"image\/png"}],"author":"Antoinette McKinley","twitter_misc":{"Written by":"Antoinette McKinley","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#article","isPartOf":{"@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/"},"author":{"name":"Antoinette McKinley","@id":"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51"},"headline":"Optimize Your Mechanical Systems for Transformational Outcomes","datePublished":"2020-03-10T19:14:00+00:00","dateModified":"2025-03-31T19:17:37+00:00","mainEntityOfPage":{"@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/"},"wordCount":2807,"image":{"@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage"},"thumbnailUrl":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png","articleSection":["Thought Leadership"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/","url":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/","name":"Optimize Your Mechanical Systems for Transformational Outcomes - Tignis | Cohu","isPartOf":{"@id":"https:\/\/www.cohu.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage"},"image":{"@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage"},"thumbnailUrl":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png","datePublished":"2020-03-10T19:14:00+00:00","dateModified":"2025-03-31T19:17:37+00:00","author":{"@id":"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51"},"description":"Unique physics-driven analytics that uses digital twin and machine learning technologies to increase the reliability of your connected mechanical assets.","breadcrumb":{"@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#primaryimage","url":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png","contentUrl":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-1-banner.png","width":1200,"height":420},{"@type":"BreadcrumbList","@id":"https:\/\/www.cohu.com\/tignis\/optimize-your-mechnical-systems-for-transformational-outcomes\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.cohu.com\/"},{"@type":"ListItem","position":2,"name":"Optimize Your Mechanical Systems for Transformational Outcomes"}]},{"@type":"WebSite","@id":"https:\/\/www.cohu.com\/#website","url":"https:\/\/www.cohu.com\/","name":"cohu.com","description":"At Cohu, we deliver leading-edge solutions to enable a smarter, safer, and more connected future. semiconductor equipment and services, and printed circuit board test.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.cohu.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51","name":"Antoinette McKinley","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.cohu.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/dc9a9be798dd2bd16e9381b6de9c86b75143439f6a3565c1bb744c0377d553e0?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/dc9a9be798dd2bd16e9381b6de9c86b75143439f6a3565c1bb744c0377d553e0?s=96&d=mm&r=g","caption":"Antoinette McKinley"},"url":"https:\/\/www.cohu.com\/author\/antoinette-mckinley\/"}]}},"_links":{"self":[{"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/posts\/45990","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/users\/35"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/comments?post=45990"}],"version-history":[{"count":2,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/posts\/45990\/revisions"}],"predecessor-version":[{"id":45993,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/posts\/45990\/revisions\/45993"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/media\/45991"}],"wp:attachment":[{"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/media?parent=45990"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/categories?post=45990"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/tags?post=45990"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}