{"id":19154,"date":"2024-09-27T17:16:40","date_gmt":"2024-09-27T08:16:40","guid":{"rendered":"https:\/\/askinno.com\/global\/?p=19154"},"modified":"2025-11-27T12:03:07","modified_gmt":"2025-11-27T03:03:07","slug":"sk-ulsan-complex-home-to-koreas-largest-refinery-and-chemical-plants-transforms-with-ai-and-digital-transformation","status":"publish","type":"post","link":"https:\/\/askinno.com\/global\/archives\/19154","title":{"rendered":"SK Ulsan Complex, home to Korea\u2019s largest refinery and chemical plants, transforms with AI and digital transformation"},"content":{"rendered":"<p style=\"text-align: left;\"><strong><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">\u25a0 SK Innovation, in collaboration with local AI firms, has developed the world&#8217;s first \u201cAI IRIS Non-Destructive Testing Automatic Evaluation Solution,\u201d applicable across various industries including refining and petrochemicals<\/span><\/strong><\/p>\n<p style=\"text-align: left;\"><strong><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">\u25a0 The first in the domestic petrochemical industry to commercialize smart plants, with rapid progress in expanding into overseas markets<\/span><\/strong><\/p>\n<p style=\"text-align: left;\"><strong><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">\u25a0 Strengthening competitiveness of SK Ulsan Complex centered around smart plants technologies, driving tangible outcomes<\/span><\/strong><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">SK Innovation, Korea\u2019s first and largest energy corporation, has developed and expanded solutions integrating artificial intelligence (AI) and digital transformation (DT) technologies into refining and petrochemical processes, positioning these innovations as key drivers for future growth. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">Leveraging over 60 years of operational expertise in refining and petrochemical plants, SK Innovation has independently developed optimal solutions by incorporating AI and DT. Furthermore, the company is collaborating with local AI enterprises to develop new systems, enhancing its technological advancements. Through this, SK Innovation and local AI companies plan to leverage AI and DT solutions as new growth drivers for future expansion into international markets. Concurrently, they aim to establish a foundation for Ulsan, Korea&#8217;s leading industrial city, to advance into an AI-centric industrial hub.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">SK Innovation has been integrating AI and DT into the smart plant initiatives at SK Ulsan CLX since 2016, evolving these efforts into Smart Plant 2.0. The company is committed to continually delivering tangible results moving forward.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/askinno.com\/global\/archives\/19154\/#%E2%97%88_Driving_the_Development_of_the_Worlds_First_AI_Model_for_Equipment_Inspection_and_Diagnosis_%E2%80%93_Expanding_from_Ulsan_CLX\" >\u25c8 Driving the Development of the World&#8217;s First AI Model for Equipment Inspection and Diagnosis &#8211; Expanding from Ulsan CLX<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/askinno.com\/global\/archives\/19154\/#%E2%97%88_First_in_Korea_to_Commercialize_Smart_Plant_Systems_%E2%80%93_SK_Innovations_Drive_to_Make_Ulsan_an_Industrial_AI_Hub\" >\u25c8 First in Korea to Commercialize Smart Plant Systems \u2013 SK Innovation&#8217;s Drive to Make Ulsan an Industrial AI Hub<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: left;\"><span class=\"ez-toc-section\" id=\"%E2%97%88_Driving_the_Development_of_the_Worlds_First_AI_Model_for_Equipment_Inspection_and_Diagnosis_%E2%80%93_Expanding_from_Ulsan_CLX\"><\/span><strong><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">\u25c8 Driving the Development of the World&#8217;s First AI Model for Equipment Inspection and Diagnosis &#8211; Expanding from Ulsan CLX<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">SK Innovation and the local AI firm DEEP-AI have developed the world&#8217;s first \u201cAI Internal Rotary Inspection System (IRIS) Non-Destructive Testing (NDT) Automatic Evaluation Solution\u201d and are moving towards commercialization. <\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">Refining and petrochemical processes, which operate 365 days a year, undergo periodic inspections to ensure safe operation, with engineers determining the need for maintenance. A representative method is NDT using ultrasound to detect defects like IRIS, primarily used for inspecting heat exchanger defects.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">Heat exchangers, composed of thousands of tubes used for temperature regulation during product manufacturing, are critical components within refining and petrochemical processes. SK Ulsan Complex (&#8220;SK Ulsan CLX&#8221;) alone houses approximately 7,000 units, with around 30,000 units in the entire Ulsan petrochemical industrial complex. These units are prone to cracks, corrosion, and wear due to aging and harsh operational environments. More than 80% of equipment failures stem from tube damage within heat exchangers, posing significant safety risks.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">Conventional inspection methods involve ultrasound imaging followed by expert visual analysis to identify flaws, a process limited by human expertise, accuracy, and time. The decline in industry experts further exacerbates these limitations.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">The AI IRIS technology developed by SK Innovation and DEEP-AI leverages AI to identify defects from ultrasound images with over 95% accuracy, reducing inspection times by more than 90%. This solution exemplifies the synergy between large enterprises\u2019 extensive data and technical knowledge with small enterprises\u2019 AI innovations. Moreover, the collaboration underscores the potential of nurturing industrial AI tailored to the characteristics of Ulsan, an industrial city.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">SK Ulsan CLX contributed its accumulated knowledge and data, while DEEP-AI implemented the solution with its AI technology. Further support came from Ulsan City\u2019s designation of the project as part of the government&#8217;s national R&amp;D funded \u201cAI Convergence Foundation for Manufacturing Industry\u201d initiative.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">Following field validation, SK Ulsan CLX plans to fully implement the solution within its operations and expand its application across the Ulsan refining and petrochemical complex, driving commercialization efforts.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">&#8220;We plan to further enhance the AI NDT IRIS automatic evaluation solution with DEEP AI and expand its market to include pipelines, boilers, tanks, automotive, and aviation parts where the same technology applies,\u201d said a representative from SK Ulsan CLX. \u201cFurthermore, we are considering entering the overseas market,&#8221; he added.<\/span><\/p>\n<h2 style=\"text-align: left;\"><span class=\"ez-toc-section\" id=\"%E2%97%88_First_in_Korea_to_Commercialize_Smart_Plant_Systems_%E2%80%93_SK_Innovations_Drive_to_Make_Ulsan_an_Industrial_AI_Hub\"><\/span><strong><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">\u25c8 First in Korea to Commercialize Smart Plant Systems \u2013 SK Innovation&#8217;s Drive to Make Ulsan an Industrial AI Hub<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">SK Innovation has successfully commercialized its proprietary equipment asset management system, OCEAN-H (Optimized &amp; Connected Enterprise Asset Network Hub). OCEAN-H is tailored to the needs of the refining and petrochemical industries, utilizing data accumulated over 60 years to address various operational scenarios. The system is designed to systematically accumulate maintenance data for energy and chemical industry facilities, enabling its utilization in accordance with real-time changes in field conditions.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">Since its market debut early last year, OCEAN-H has been competing with overseas solutions and has secured five major refining and petrochemical companies in Ulsan as clients, generating approximately KRW 3.5 billion in revenue. The system, optimized for domestic conditions and designed to address existing challenges, has garnered significant interest and partnerships from various industries including power generation, steel, and batteries.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">An SK representative highlighted, &#8220;Overseas solutions often grapple with issues like convenience, usability, scalability, and high costs due to differences in operational environments. Our improvements in these areas have been well-received in the market.&#8221;<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">SK Innovation continues to enhance OCEAN-H by incorporating intelligent features and developing an expanded range of proprietary products like the Smart Scaffolding System and Smart Work Permit, integrating AI to improve convenience and accuracy. The Smart Scaffolding System, for instance, is an augmented reality system applied to scaffolding installed at construction sites for worker safety. It uses floor recognition technology to virtually stack and measure scaffolding, enabling accurate estimation of work volume and costs.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">In November 2023, the company signed a business agreement with TATA Group&#8217;s TCS (TATA Consultancy Service), a global IT service and software company based in India, paving the way for ventures into global markets including Indonesia, Thailand, Vietnam, and India.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">A company official stated, &#8220;Leveraging SK Ulsan CLX&#8217;s specialization in refining and petrochemicals, we are enhancing our competitiveness through various digital technologies including AI. As Korea\u2019s first refinery and now the first to establish a smart plant in the country, SK Ulsan CLX is committed to achieving definitive results in this new endeavor.&#8221;<\/span><\/p>\n<p style=\"text-align: justify;\"><strong><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">[Photos] <\/span><\/strong><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">(Photo 1) SK Innovation and local AI firm DEEP-AI are conducting a heat exchanger defect inspection using the world\u2019s first \u201cAI IRIS Non-Destructive Testing Automatic Evaluation Solution\u201d developed by the companies<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-20328\" src=\"https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03.jpg\" alt=\"\" width=\"1240\" height=\"930\" srcset=\"https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03.jpg 1200w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-300x225.jpg 300w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-1024x768.jpg 1024w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-768x576.jpg 768w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-250x188.jpg 250w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-600x450.jpg 600w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-700x525.jpg 700w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-800x600.jpg 800w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-240x180.jpg 240w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/KakaoTalk_20250305_164258444_03-933x700.jpg 933w\" sizes=\"auto, (max-width: 1240px) 100vw, 1240px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">(Photo 2) SK Energy members are holding a meeting using SK Innovation\u2019s proprietary equipment asset management system &#8220;OCEAN-H&#8221;<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-19158\" src=\"https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-800x530.jpg\" alt=\"\" width=\"1240\" height=\"822\" srcset=\"https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-800x530.jpg 800w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-300x199.jpg 300w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-1024x678.jpg 1024w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-768x509.jpg 768w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-250x166.jpg 250w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-600x398.jpg 600w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-700x464.jpg 700w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-272x180.jpg 272w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-906x600.jpg 906w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3-1057x700.jpg 1057w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc3.jpg 1200w\" sizes=\"auto, (max-width: 1240px) 100vw, 1240px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\">(Photo 3) SK Energy members are working using SK Innovation\u2019s proprietary equipment asset management system &#8220;OCEAN-H&#8221;<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-19159\" src=\"https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-800x540.jpg\" alt=\"\" width=\"1240\" height=\"837\" srcset=\"https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-800x540.jpg 800w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-300x203.jpg 300w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-1024x691.jpg 1024w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-768x518.jpg 768w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-250x169.jpg 250w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-600x405.jpg 600w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-700x473.jpg 700w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-267x180.jpg 267w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-889x600.jpg 889w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4-1037x700.jpg 1037w, https:\/\/askinno.com\/global\/wp-content\/uploads\/sites\/2\/2024\/09\/\uc0ac\uc9c4\uc790\ub8cc4.jpg 1200w\" sizes=\"auto, (max-width: 1240px) 100vw, 1240px\" \/><\/p>\n<div style=\"width: 100%; max-width: 11240px; border: 2px solid #d5d5d5; padding: 5px 0px; line-height: 26px; font-size: 16px;\">\n<div style=\"padding: 0px 10px;\">\n<div style=\"margin-top: 10px; margin-bottom: 10px;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\"><span style=\"font-family: 'Nanum Gothic', sans-serif; font-size: 13pt;\"><strong>\u25a0 Related articles <\/strong><br \/>\n&#8211;<a href=\"https:\/\/askinno.com\/global\/archives\/17950\" target=\"_blank\" rel=\"noopener\"> SK On cooperates with Siemens Digital Industries Software to establish a smart factory system<\/a><br \/>\n&#8211;<a href=\"https:\/\/askinno.com\/global\/archives\/17514\" target=\"_blank\" rel=\"noopener\"> SK Energy collaborates with PTC Korea to go global with Smart Plant Solutions<\/a><\/span><\/span><\/span><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u25a0 SK Innovation, in collaboration with local AI firms, has developed the world&#8217;s first \u201cAI IRIS Non-Destructive Testing Automatic Evaluation Solution,\u201d applicable across various industries including refining and petrochemicals \u25a0 The first in the domestic petrochemical industry to commercialize smart plants, with rapid progress in expanding into overseas markets \u25a0 Strengthening competitiveness of SK Ulsan &#8230; <a title=\"SK Ulsan Complex, home to Korea\u2019s largest refinery and chemical plants, transforms with AI and digital transformation\" class=\"read-more\" href=\"https:\/\/askinno.com\/global\/archives\/19154\" aria-label=\"Read more about SK Ulsan Complex, home to Korea\u2019s largest refinery and chemical plants, transforms with AI and digital transformation\">Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":20327,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1914,1915],"tags":[752,1758,308,1759,15,607],"class_list":["post-19154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-presspress","category-press-releases","tag-ai","tag-clx","tag-digital-transformation","tag-dt","tag-sk-innovation","tag-ulsan-complex"],"acf":[],"_links":{"self":[{"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/posts\/19154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/comments?post=19154"}],"version-history":[{"count":13,"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/posts\/19154\/revisions"}],"predecessor-version":[{"id":153426,"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/posts\/19154\/revisions\/153426"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/media\/20327"}],"wp:attachment":[{"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/media?parent=19154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/categories?post=19154"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/askinno.com\/global\/wp-json\/wp\/v2\/tags?post=19154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}