{"id":1665,"date":"2025-04-11T05:03:08","date_gmt":"2025-04-11T05:03:08","guid":{"rendered":"https:\/\/tcgdigital.com\/?p=1665"},"modified":"2025-08-13T05:39:53","modified_gmt":"2025-08-13T05:39:53","slug":"case-study-performance-digital-twin","status":"publish","type":"post","link":"https:\/\/www.tcgdigital.com\/case-study-performance-digital-twin\/","title":{"rendered":"Performance Digital Twin for leading Integrated Petrochemical Manufacturer"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\t\t\t\tEnhancing Plant Performance at Scale Using Digital Twin for a leading Integrated Petrochemical Manufacturer<\/span>, Asia\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIncreased yield and production\n<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tEnhanced uptime of\n equipment and plant assets\n<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tReduced energy consumption<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Annual cost savings<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Business Challenge\u200b<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t
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To remain ahead in a highly competitive and efficiency-driven market, the leadership aimed to elevate digital maturity\u2014moving beyond basic data collection to intelligent, real-time performance monitoring and optimization. The key challenge was to transform fragmented, under-leveraged data into dynamic intelligence that could drive real-time performance orchestration, increase yield, enhance energy efficiency, and increase asset reliability, while setting the stage for autonomous decision-making and future-ready operations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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\"\"<\/figure>

Solutions Deployed<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tWe deployed a digital twin solution powered by mcube, to transform plant monitoring from reactive to intelligent and insight-driven.

\nKey initiatives included:\n\n<\/strong>\n
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  • Building a digital replica of the plant, integrated with a real-time data lake capturing sensor and process data.\n<\/li>\n \t
  • Enabling real-time monitoring of plant health, KPI’s, and equipment conditions.\n<\/li>\n\t \t
  • Implementing detailed visibility across all major systems\u2014feedstock, cracking, polymerization, storage, and utilities.\n\n<\/li>\n\t\t \t
  • Empowering teams with visual dashboards, performance baselines, alerts, and root cause diagnostics.\n\n\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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    Benefits<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t\t\t\t\t\t$8M<\/strong> in projected savings\/revenue augmentation driven by:\n

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    • Increased production and improved yield<\/li>\n \t
    • Reduced energy consumption<\/li>\n \t
    • Enhanced uptime of equipment and plant assets<\/li>\n \t
    • Faster issue detection and response<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

      Enhancing Plant Performance at Scale Using Digital Twin for a leading Integrated Petrochemical Manufacturer, AsiaIncreased yield and production Enhanced uptime of equipment […]<\/p>\n","protected":false},"author":1,"featured_media":1762,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[63],"tags":[],"class_list":["post-1665","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"yoast_head":"\nPerformance Digital Twin for leading Integrated Petrochemical Manufacturer - TCG Digital<\/title>\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.tcgdigital.com\/case-study-performance-digital-twin\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Performance Digital Twin for leading Integrated Petrochemical Manufacturer - 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