{"id":45973,"date":"2020-06-16T11:53:12","date_gmt":"2020-06-16T18:53:12","guid":{"rendered":"https:\/\/www.cohu.com\/?p=45973"},"modified":"2025-03-31T11:57:12","modified_gmt":"2025-03-31T18:57:12","slug":"remote-plant-management","status":"publish","type":"post","link":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management","title":{"rendered":"The Necessity of Remote Plant Management"},"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-45973'><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-45973'><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>The Necessity of Remote Plant Management<\/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\" >16. June 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-2a5415bbde3f93e3827f9f2558e4f92b\">\n.avia-image-container.av-14x5t1q-2a5415bbde3f93e3827f9f2558e4f92b img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-14x5t1q-2a5415bbde3f93e3827f9f2558e4f92b .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-14x5t1q-2a5415bbde3f93e3827f9f2558e4f92b 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-45974 avia-img-lazy-loading-not-45974 avia_image ' src=\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner-1030x361.png\" alt='' title='Tignis-blog-COVID-19-banner'  height=\"361\" width=\"1030\"  itemprop=\"thumbnailUrl\" srcset=\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner-1030x361.png 1030w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner-300x105.png 300w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner-768x269.png 768w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner-705x247.png 705w, \/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-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 class=\"elementor-heading-title elementor-size-default\">During COVID-19 companies around the world have called for their workforce to work remotely during these uncertain times. This new, pandemic-affected reality adds urgency to the need for remote machine monitoring and diagnostics. On top of ongoing industrial challenges such as ever-tightening budgets and an aging workforce, manufacturers and operators are now dealing with social distancing and sheltering in place to avoid the spread of a novel coronavirus.<\/p>\n<p>These times require a more flexible approach to plant management \u2013 including remote work. A key next step for industry leaders in addressing this challenge is to become familiar with the tools and technologies that can support these operational and cultural changes. Fortunately, the options are improving every day \u2013 literally \u2013 thanks to machine learning (ML). Applying ML and digital twins to automate condition monitoring of assets and whole processes can enable better process management from any location. Service-centered solutions allow you to work closely with subject matter experts (SMEs) no matter where you are at the time.<\/p>\n<p><strong>Heightened intelligence and visibility<\/strong><\/p>\n<p>In these challenging times, the Tignis team is here to help. We can enable modeling and remote monitoring of complete mechanical systems \u2013 not just the individual assets. A digital twin or replica of your system can be quickly constructed based on your existing historian sensor data and piping and instrumentation diagrams (P&amp;IDs).<\/p>\n<p>ML algorithms use the physics of flow to study patterns and anomalies in your system, whether it\u2019s fluid, electricity, mechanical energy, or heat flow. ML and digital twins can help automate the prediction, identification, and notification of risks to reliability and efficiency, and formulate recommended diagnoses and corrective actions. System and component statuses, problem areas, and problem causes are presented in the dynamic, searchable digital twin, helping reliability engineers to validate and act on the diagnostics, which are continuously improved by ML.<\/p>\n<p><strong>Optimized for on-site and remote workers<\/strong><\/p>\n<p>Authorized users can login to Tignis\u2019 cloud-based solution anytime from anywhere with an internet connection and browser. They are alerted to conditions requiring attention, shown only relevant information, and can easily access deeper layers of data when needed.<\/p>\n<p>At a glance, they can visualize the flow, pressure, connectivity, and status of the sensors and systems, how they are performing live with current sensor data overlaid, and the lead-up to problems with a P&amp;ID time slider. Decisions can be made within minutes \u2013 even by those with minimal training. This approach is far faster than researching disparate P&amp;ID schematics, historians, and trend charts, and nothing is paper based.<\/p>\n<p><strong>Expertise on tap<\/strong><\/p>\n<p>Paired with the ready-to-use ML solution is access to Tignis\u2019 SMEs and data scientists. Our team can answer industry or technology questions, provide software guidance, and implement suggested improvements. We understand plants are dynamic with ever-evolving technologies, systems, personnel, and production objectives, so we not only provide immediate value, but also actively enhance the solution based on valued customer feedback.<\/p>\n<p>With COVID-19 catapulting the need for remote work into the spotlight, it is important for business leaders to plan for a safe, efficient, and productive future. On behalf of the Tignis team, we would be honored to help.<\/p>\n<\/div><\/section><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":35,"featured_media":45974,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[413],"tags":[],"class_list":["post-45973","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>The Necessity of Remote Plant Management - Tignis | Cohu<\/title>\n<meta name=\"description\" content=\"Applying ML and digital twins to automate condition monitoring of assets and whole processes can enable better process management from any location.\" \/>\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\/the-necessity-of-remote-plant-management\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Necessity of Remote Plant Management - Tignis | Cohu\" \/>\n<meta property=\"og:description\" content=\"Applying ML and digital twins to automate condition monitoring of assets and whole processes can enable better process management from any location.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/\" \/>\n<meta property=\"og:site_name\" content=\"cohu.com\" \/>\n<meta property=\"article:published_time\" content=\"2020-06-16T18:53:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-31T18:57:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.cohu.com\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-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=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/\"},\"author\":{\"name\":\"Antoinette McKinley\",\"@id\":\"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51\"},\"headline\":\"The Necessity of Remote Plant Management\",\"datePublished\":\"2020-06-16T18:53:12+00:00\",\"dateModified\":\"2025-03-31T18:57:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/\"},\"wordCount\":3000,\"image\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage\"},\"thumbnailUrl\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png\",\"articleSection\":[\"Thought Leadership\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/\",\"url\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/\",\"name\":\"The Necessity of Remote Plant Management - Tignis | Cohu\",\"isPartOf\":{\"@id\":\"https:\/\/www.cohu.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage\"},\"thumbnailUrl\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png\",\"datePublished\":\"2020-06-16T18:53:12+00:00\",\"dateModified\":\"2025-03-31T18:57:12+00:00\",\"author\":{\"@id\":\"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51\"},\"description\":\"Applying ML and digital twins to automate condition monitoring of assets and whole processes can enable better process management from any location.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage\",\"url\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png\",\"contentUrl\":\"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png\",\"width\":1200,\"height\":420},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.cohu.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Necessity of Remote Plant Management\"}]},{\"@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":"The Necessity of Remote Plant Management - Tignis | Cohu","description":"Applying ML and digital twins to automate condition monitoring of assets and whole processes can enable better process management from any location.","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\/the-necessity-of-remote-plant-management\/","og_locale":"en_US","og_type":"article","og_title":"The Necessity of Remote Plant Management - Tignis | Cohu","og_description":"Applying ML and digital twins to automate condition monitoring of assets and whole processes can enable better process management from any location.","og_url":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/","og_site_name":"cohu.com","article_published_time":"2020-06-16T18:53:12+00:00","article_modified_time":"2025-03-31T18:57:12+00:00","og_image":[{"width":1200,"height":420,"url":"https:\/\/www.cohu.com\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png","type":"image\/png"}],"author":"Antoinette McKinley","twitter_misc":{"Written by":"Antoinette McKinley","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#article","isPartOf":{"@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/"},"author":{"name":"Antoinette McKinley","@id":"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51"},"headline":"The Necessity of Remote Plant Management","datePublished":"2020-06-16T18:53:12+00:00","dateModified":"2025-03-31T18:57:12+00:00","mainEntityOfPage":{"@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/"},"wordCount":3000,"image":{"@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage"},"thumbnailUrl":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png","articleSection":["Thought Leadership"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/","url":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/","name":"The Necessity of Remote Plant Management - Tignis | Cohu","isPartOf":{"@id":"https:\/\/www.cohu.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage"},"image":{"@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage"},"thumbnailUrl":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png","datePublished":"2020-06-16T18:53:12+00:00","dateModified":"2025-03-31T18:57:12+00:00","author":{"@id":"https:\/\/www.cohu.com\/#\/schema\/person\/d418ad444fea117ea6082762f12dbf51"},"description":"Applying ML and digital twins to automate condition monitoring of assets and whole processes can enable better process management from any location.","breadcrumb":{"@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#primaryimage","url":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png","contentUrl":"\/wp-content\/uploads\/2025\/03\/Tignis-blog-COVID-19-banner.png","width":1200,"height":420},{"@type":"BreadcrumbList","@id":"https:\/\/www.cohu.com\/tignis\/the-necessity-of-remote-plant-management\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.cohu.com\/"},{"@type":"ListItem","position":2,"name":"The Necessity of Remote Plant Management"}]},{"@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\/45973","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=45973"}],"version-history":[{"count":2,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/posts\/45973\/revisions"}],"predecessor-version":[{"id":45976,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/posts\/45973\/revisions\/45976"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/media\/45974"}],"wp:attachment":[{"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/media?parent=45973"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/categories?post=45973"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cohu.com\/wp-json\/wp\/v2\/tags?post=45973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}