{"id":2689,"date":"2024-06-10T11:59:13","date_gmt":"2024-06-10T11:59:13","guid":{"rendered":"https:\/\/bhaviklogistics.com\/happisigns\/product\/digital-twins-for-production-simulation\/"},"modified":"2024-08-12T05:00:23","modified_gmt":"2024-08-12T05:00:23","slug":"achieve-integrated-operations-and-real-time-oversight","status":"publish","type":"product","link":"https:\/\/networkscience.ai\/case-genie\/product\/achieve-integrated-operations-and-real-time-oversight\/","title":{"rendered":"Achieve Integrated Operations and Real-Time Oversight"},"content":{"rendered":"<table class=\"responsive-table\">\n<thead>\n<tr>\n<th style=\"text-align: center;\">Role<\/th>\n<th style=\"text-align: center;\">Deep Tech Used<\/th>\n<th style=\"text-align: center;\">Industry<\/th>\n<th style=\"text-align: center;\">Potential Vector<\/th>\n<th style=\"text-align: center;\">Potential Vector Benefit<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: center;\" data-label=\"Role\">CIO<\/p>\n<p>COO<\/td>\n<td style=\"text-align: center;\" data-label=\"Deep Tech Used\">Digital Twins<br \/>\nArtificial Intelligence (AI)<\/td>\n<td style=\"text-align: center;\" data-label=\"Impact Vector\">\u00a0Manufacturing<\/td>\n<td style=\"text-align: center;\" data-label=\"Industry\">Risk<\/td>\n<td style=\"text-align: center;\" data-label=\"Impact Vector %Benefit\">39%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><strong>Use Case Description <\/strong><\/h3>\n<p><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Creating digital twins of production facilities involves replicating physical assets digitally to simulate and assess their operation and performance. This technology allows for real-time monitoring, predictive maintenance, and risk assessment, leading to optimised processes, reduced downtime, and improved manufacturing and industrial operations decision-making.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:14723,&quot;3&quot;:{&quot;1&quot;:0,&quot;3&quot;:1},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:65535},&quot;10&quot;:1,&quot;11&quot;:4,&quot;14&quot;:{&quot;1&quot;:3,&quot;3&quot;:1},&quot;15&quot;:&quot;Aptos Narrow&quot;,&quot;16&quot;:11}\">Creating digital twins of production facilities involves replicating physical assets digitally to simulate and assess their operation and performance. This technology allows for real-time monitoring, predictive maintenance, and risk assessment, leading to optimised processes, reduced downtime, and improved manufacturing and industrial operations decision-making.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b><span data-contrast=\"auto\">Case Study: Chemical Manufacturer Optimizes Production with Digital Twin Technology<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h2>\n<p>&nbsp;<\/p>\n<h3><b><span data-contrast=\"auto\">Challenges<\/span><\/b><\/h3>\n<p><span data-contrast=\"auto\">A leading chemical manufacturer faced challenges with complex production processes and fragmented tools. Traditional approaches included:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Disconnected Tools:<\/span><\/b><span data-contrast=\"auto\"> Process design, training simulation, hydraulics, and other aspects relied on separate, incompatible tools.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Limited Problem-Solving:<\/span><\/b><span data-contrast=\"auto\"> Existing tools couldn&#8217;t handle the complexity of highly recycled flowsheets within the chemical production process.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Inefficient Workflow:<\/span><\/b><span data-contrast=\"auto\"> Learning and using multiple tools throughout the production lifecycle hindered efficiency.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Vendor Dependence:<\/span><\/b><span data-contrast=\"auto\"> Limited support and reliance on specific vendors created a disadvantageous relationship.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3><b><span data-contrast=\"auto\">Solution<\/span><\/b><\/h3>\n<p><span data-contrast=\"auto\">The chemical manufacturer implemented a digital twin technology solution for process simulation and risk assessment. This involved:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Comprehensive Digital Twin:<\/span><\/b><span data-contrast=\"auto\"> A digital replica of the entire production facility, including machinery, processes, and material flow, was created.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Real-Time Data Integration:<\/span><\/b><span data-contrast=\"auto\"> The digital twin is integrated with factory sensors and equipment, providing real-time production data.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Unified Simulation Platform:<\/span><\/b><span data-contrast=\"auto\"> A single, user-friendly platform facilitates process design, training simulation, and performance monitoring within one environment.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Advanced Modelling Capabilities:<\/span><\/b><span data-contrast=\"auto\"> The platform offered powerful tools to handle complex chemical processes with high recycling levels.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3><b><span data-contrast=\"auto\">Benefits\/Outcomes<\/span><\/b><\/h3>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Enhanced Problem-Solving:<\/span><\/b><span data-contrast=\"auto\"> The digital twin&#8217;s capabilities enabled tackling previously unsolvable issues, particularly in complex flowsheets with high recycling.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Improved Efficiency:<\/span><\/b><span data-contrast=\"auto\"> A unified platform streamlined workflows by eliminating the need for multiple, disconnected tools.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Reduced Vendor Dependence:<\/span><\/b><span data-contrast=\"auto\"> The chosen solution offered robust support and ongoing development, reducing reliance on specific vendors.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Optimized Production Processes:<\/span><\/b><span data-contrast=\"auto\"> Simulation capabilities allowed process optimisation, increasing efficiency and reducing downtime.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Improved Decision-Making:<\/span><\/b><span data-contrast=\"auto\"> Real-time data and risk assessment capabilities facilitated data-driven decision-making for improved production and operations.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"6\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Collaboration:<\/span><\/b><span data-contrast=\"auto\"> A unified platform enabled better control and process engineers&#8217; collaboration.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>Overall, digital twin technology empowered the chemical manufacturer to overcome challenges with complex processes and fragmented tools. The solution improved problem-solving capabilities, streamlined workflows, and fostered better collaboration by providing a comprehensive and unified platform. This led to optimised production processes, reduced downtime, and improved decision-making across the chemical manufacturing operations.<\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Digital twins simulate production for better risk assessment, efficiency and maintenance.<\/p>\n","protected":false},"featured_media":6028,"template":"","meta":[],"etheme_brands":[],"product_cat":[46,45],"product_tag":[79],"class_list":{"0":"post-2689","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-cio-cto-cdo","7":"product_cat-coo","8":"product_tag-manufacturing","10":"first","11":"instock","12":"shipping-taxable","13":"product-type-simple"},"_links":{"self":[{"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/product\/2689","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/types\/product"}],"version-history":[{"count":13,"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/product\/2689\/revisions"}],"predecessor-version":[{"id":5905,"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/product\/2689\/revisions\/5905"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/media\/6028"}],"wp:attachment":[{"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/media?parent=2689"}],"wp:term":[{"taxonomy":"brand","embeddable":true,"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/etheme_brands?post=2689"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/product_cat?post=2689"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/networkscience.ai\/case-genie\/wp-json\/wp\/v2\/product_tag?post=2689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}