{"id":14906,"date":"2025-03-17T09:48:48","date_gmt":"2025-03-17T09:48:48","guid":{"rendered":"https:\/\/xarxah2cat.org\/?post_type=dt_portfolio&#038;p=14906"},"modified":"2025-08-06T07:31:57","modified_gmt":"2025-08-06T07:31:57","slug":"interpretable-digital-twin-for-the-management-of-hydrogen-injection-into-the-natural-gas-grid","status":"publish","type":"dt_portfolio","link":"https:\/\/xarxah2cat.org\/en\/project\/interpretable-digital-twin-for-the-management-of-hydrogen-injection-into-the-natural-gas-grid\/","title":{"rendered":"Interpretable Digital Twin for the Management of Hydrogen Injection into the Natural Gas Grid\u00a0\u00a0\u00a0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14906\" class=\"elementor elementor-14906 elementor-14904\" data-elementor-post-type=\"dt_portfolio\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6adbb05 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"6adbb05\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-151bd0f\" data-id=\"151bd0f\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8132ddf elementor-widget elementor-widget-text-editor\" data-id=\"8132ddf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>SCOPE<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e03a9f elementor-widget elementor-widget-text-editor\" data-id=\"6e03a9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Use of hydrogen as an energy source<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-dbf9f86\" data-id=\"dbf9f86\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cd55f4f elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"cd55f4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chart-line\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3644c24 elementor-widget elementor-widget-text-editor\" data-id=\"3644c24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Maturity Level<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff1e640 elementor-widget elementor-widget-text-editor\" data-id=\"ff1e640\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>TRL 6<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-c9bd520\" data-id=\"c9bd520\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1539224 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1539224\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-microscope\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34b9e5d elementor-widget elementor-widget-text-editor\" data-id=\"34b9e5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Development Level<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eeab499 elementor-widget elementor-widget-text-editor\" data-id=\"eeab499\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW10966979 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW10966979 BCX8\">Software<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-eb9e526\" data-id=\"eb9e526\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c4e3498 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"c4e3498\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-lock\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81153d5 elementor-widget elementor-widget-text-editor\" data-id=\"81153d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Protection Level<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ba932fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ba932fe\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b043a3b\" data-id=\"b043a3b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aecb3e6 elementor-widget elementor-widget-spacer\" data-id=\"aecb3e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-443b80e elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"443b80e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Interpretable Digital Twin for the Management of Hydrogen Injection into the Natural Gas Grid\u00a0\u00a0\u00a0<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3da721b elementor-widget elementor-widget-spacer\" data-id=\"3da721b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e39dd39 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e39dd39\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0578110\" data-id=\"0578110\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-abc9d14 elementor-widget elementor-widget-image\" data-id=\"abc9d14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"880\" src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-1024x880.png\" class=\"attachment-large size-large wp-image-14911\" alt=\"\" srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-1024x880.png 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-300x258.png 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-768x660.png 768w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-1536x1319.png 1536w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-2048x1759.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e91e68 elementor-widget elementor-widget-spacer\" data-id=\"9e91e68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd64f06 elementor-widget elementor-widget-text-editor\" data-id=\"bd64f06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Entity:<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-f77822a\" data-id=\"f77822a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1803eb7 elementor-widget elementor-widget-text-editor\" data-id=\"1803eb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW11420587 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW11420587 BCX8\">Our proposal is based on the integration of proprietary artificial intelligence (AI) technology within the operational framework of a digital twin. This technology, called <\/span><\/span><span class=\"TextRun SCXW11420587 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW11420587 BCX8\">Bayesian Machine Scientist<\/span><\/span><span class=\"TextRun SCXW11420587 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW11420587 BCX8\">, is an algorithm capable of generating models from real-world data. Compared to most AI algorithms, our technology offers two major advantages: (1) <\/span><\/span><span class=\"TextRun SCXW11420587 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW11420587 BCX8\">interpretability<\/span><\/span><span class=\"TextRun SCXW11420587 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW11420587 BCX8\">, allowing us to understand the relationships between variables influencing the processes and identify critical ones, and (2) <\/span><\/span><span class=\"TextRun SCXW11420587 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW11420587 BCX8\">extrapolation capability<\/span><\/span><span class=\"TextRun SCXW11420587 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW11420587 BCX8\">, enabling reliable evaluation of previously unseen scenarios and thus more accurate simulation of scaled-up experiments and long-term predictions.<\/span><\/span><span class=\"EOP SCXW11420587 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-04d9bc9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"04d9bc9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3a20a0e\" data-id=\"3a20a0e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d0417e3 elementor-widget elementor-widget-image\" data-id=\"d0417e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"68\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2023\/05\/urv-bandera-color-300x68.png\" class=\"attachment-medium size-medium wp-image-7115 lazyload\" alt=\"\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2023\/05\/urv-bandera-color-300x68.png 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2023\/05\/urv-bandera-color-1024x230.png 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2023\/05\/urv-bandera-color-768x173.png 768w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2023\/05\/urv-bandera-color-1536x346.png 1536w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2023\/05\/urv-bandera-color-2048x461.png 2048w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/68;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7509a23 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7509a23\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0702387\" data-id=\"0702387\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4abe907 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4abe907\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-54c701f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"54c701f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a76cfc2\" data-id=\"a76cfc2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7239b10 elementor-widget elementor-widget-heading\" data-id=\"7239b10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenges met<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8ec92f elementor-widget elementor-widget-spacer\" data-id=\"a8ec92f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92cff29 elementor-widget elementor-widget-text-editor\" data-id=\"92cff29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><span data-contrast=\"auto\">The main management challenge in injecting hydrogen into the natural gas grid stems from the <\/span><b><span data-contrast=\"auto\">desynchronization between production, transport capacity, and demand<\/span><\/b><span data-contrast=\"auto\">. This desynchronization is complex and involves many variables.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li><li><span data-contrast=\"auto\">Our technology generates models that can predict and optimize this intricate system, helping to <\/span><b><span data-contrast=\"auto\">maximize the amount of hydrogen that can be marketed<\/span><\/b><span data-contrast=\"auto\"> and <\/span><b><span data-contrast=\"auto\">minimize system maintenance costs<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d1f95dd\" data-id=\"d1f95dd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ad9203d elementor-widget elementor-widget-heading\" data-id=\"ad9203d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Scope of application<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-109608d elementor-widget elementor-widget-spacer\" data-id=\"109608d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a4591c elementor-widget elementor-widget-text-editor\" data-id=\"5a4591c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"NormalTextRun SCXW180990848 BCX8\">C<\/span><span class=\"NormalTextRun SCXW180990848 BCX8\">o<\/span><span class=\"NormalTextRun SCXW180990848 BCX8\">mpanies operating gas <\/span><span class=\"NormalTextRun SCXW180990848 BCX8\">logistics<\/span><span class=\"NormalTextRun SCXW180990848 BCX8\"> and transport infrastructure.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f6666d1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f6666d1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b8ad7cd\" data-id=\"b8ad7cd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97b441b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"97b441b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6c5307f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c5307f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b65a37b\" data-id=\"b65a37b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bb878ac elementor-widget elementor-widget-heading\" data-id=\"bb878ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Main publications<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4b90a elementor-widget elementor-widget-spacer\" data-id=\"5f4b90a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-466e234 elementor-widget elementor-widget-text-editor\" data-id=\"466e234\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">A Bayesian machine scientist to aid in the solution of challenging scientific problems (2020). <\/span><a href=\"https:\/\/www.science.org\/doi\/10.1126\/sciadv.aav6971\"><span data-contrast=\"none\">https:\/\/www.science.org\/doi\/10.1126\/sciadv.aav6971<\/span><\/a><span data-ccp-props=\"{&quot;335559739&quot;:0}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Bayesian Symbolic Learning to Build Analytical Correlations from Rigorous Process Simulations: Application to CO2 Capture Technologies (2022). <\/span><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acsomega.2c04736?ref=pdf\"><span data-contrast=\"none\">https:\/\/pubs.acs.org\/doi\/10.1021\/acsomega.2c04736?ref=pdf#<\/span><\/a><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-dd34438\" data-id=\"dd34438\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3312875 elementor-widget elementor-widget-heading\" data-id=\"3312875\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Related projects<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb14c40 elementor-widget elementor-widget-spacer\" data-id=\"eb14c40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42f0aef elementor-widget elementor-widget-text-editor\" data-id=\"42f0aef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><span class=\"TextRun SCXW116238334 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW116238334 BCX8\">Green H2 Pipes. <\/span><span class=\"NormalTextRun SCXW116238334 BCX8\">Task: creation of a digital twin of hydrogen production and transport systems based on renewable energy sources. <\/span><\/span><a class=\"Hyperlink SCXW116238334 BCX8\" href=\"https:\/\/exolum.com\/proyecto\/greenh2pipes\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW116238334 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW116238334 BCX8\">https:\/\/exolum.com\/proyecto\/greenh2pipes\/<\/span><\/span><\/a><span class=\"EOP SCXW116238334 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-df1aabb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"df1aabb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d4771fa\" data-id=\"d4771fa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b5d335 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6b5d335\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23bf02d elementor-widget elementor-widget-spacer\" data-id=\"23bf02d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e7f997 elementor-widget elementor-widget-heading\" data-id=\"8e7f997\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Other related technologies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b96e902 elementor-widget elementor-widget-spacer\" data-id=\"b96e902\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4af8504 arrows-relative-to-box_area preserve-img-ratio-cover bullets-small-dot-stroke elementor-widget elementor-widget-the7_elements_carousel\" data-id=\"4af8504\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;gap_between_posts&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:21,&quot;sizes&quot;:[]},&quot;widget_columns&quot;:4,&quot;widget_columns_tablet&quot;:2,&quot;widget_columns_mobile&quot;:1,&quot;gap_between_posts_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;gap_between_posts_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"the7_elements_carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"disable-arrows-hover-bg the7_elements_carousel-4af8504 owl-carousel portfolio-carousel-shortcode elementor-owl-carousel-call portfolio-shortcode the7-elementor-widget content-bg-on classic-layout-list description-under-image quick-scale-img enable-bg-rollover\" data-scroll-mode=\"1\" data-auto-height=\"false\" data-speed=\"600\" data-autoplay=\"false\" data-autoplay_speed=\"\"><article class=\"post visible post-14906 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/interpretable-digital-twin-for-the-management-of-hydrogen-injection-into-the-natural-gas-grid\/\"><img decoding=\"async\" width=\"4171\" height=\"3583\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%204171%203583&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 4171px) 100vw, 4171px\" style=\"--ratio: 4171 \/ 3583;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6.png\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6.png 4171w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-300x258.png 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-1024x880.png 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-768x660.png 768w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-1536x1319.png 1536w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2025\/03\/FX6-2048x1759.png 2048w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/interpretable-digital-twin-for-the-management-of-hydrogen-injection-into-the-natural-gas-grid\/\" rel=\"bookmark\" title=\"Interpretable Digital Twin for the Management of Hydrogen Injection into the Natural Gas Grid\u00a0\u00a0\u00a0\">Interpretable Digital Twin for the Management of Hydrogen Injection into the Natural Gas Grid\u00a0\u00a0\u00a0<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10359 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/power-to-heat-by-plasma-flame\/\"><img decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201200%20675&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1200px) 100vw, 1200px\" style=\"--ratio: 1200 \/ 675;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FH1.png\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FH1.png 1200w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FH1-300x169.png 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FH1-1024x576.png 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FH1-768x432.png 768w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/power-to-heat-by-plasma-flame\/\" rel=\"bookmark\" title=\"Power to heat by plasma flame\u00a0\u00a0\">Power to heat by plasma flame\u00a0\u00a0<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10360 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/integracion-de-celdas-de-combustible-o-fuel-cells-fc-en-redes-electricas\/\"><img decoding=\"async\" width=\"1728\" height=\"314\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201728%20314&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1728px) 100vw, 1728px\" style=\"--ratio: 1728 \/ 314;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX2.png\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX2.png 1728w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX2-300x55.png 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX2-1024x186.png 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX2-768x140.png 768w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX2-1536x279.png 1536w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/integracion-de-celdas-de-combustible-o-fuel-cells-fc-en-redes-electricas\/\" rel=\"bookmark\" title=\"Integration of fuel cells (FC) in electrical grids\u00a0\u00a0\u00a0\">Integration of fuel cells (FC) in electrical grids\u00a0\u00a0\u00a0<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10361 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/optimizacion-multicriterio-para-la-gestion-de-una-red-con-multiples-vectores-energeticos\/\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201280%20720&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1280px) 100vw, 1280px\" style=\"--ratio: 1280 \/ 720;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX3.jpg\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX3.jpg 1280w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX3-300x169.jpg 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX3-1024x576.jpg 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX3-768x432.jpg 768w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/optimizacion-multicriterio-para-la-gestion-de-una-red-con-multiples-vectores-energeticos\/\" rel=\"bookmark\" title=\"Multi-criteria optimisation for the management of a grid with multiple energy vectors\u00a0\u00a0\">Multi-criteria optimisation for the management of a grid with multiple energy vectors\u00a0\u00a0<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10362 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/mantenimiento-predictivo-y-deteccion-de-fallos\/\"><img decoding=\"async\" width=\"606\" height=\"420\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%20606%20420&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 606px) 100vw, 606px\" style=\"--ratio: 606 \/ 420;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX4.jpg\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX4.jpg 606w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX4-300x208.jpg 300w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/mantenimiento-predictivo-y-deteccion-de-fallos\/\" rel=\"bookmark\" title=\"Predictive maintenance and failure detection\u00a0\u00a0\u00a0\">Predictive maintenance and failure detection\u00a0\u00a0\u00a0<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10363 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/servicios-a-la-red-electrica-desde-electrolizadores\/\"><img decoding=\"async\" width=\"685\" height=\"287\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%20685%20287&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 685px) 100vw, 685px\" style=\"--ratio: 685 \/ 287;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX5.png\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX5.png 685w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX5-300x126.png 300w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/servicios-a-la-red-electrica-desde-electrolizadores\/\" rel=\"bookmark\" title=\"Grid services from electrolysers\">Grid services from electrolysers<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10364 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/integracion-de-sistemas-de-hidrogeno-en-redes-electricas\/\"><img decoding=\"async\" width=\"1136\" height=\"1440\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201136%201440&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1136px) 100vw, 1136px\" style=\"--ratio: 1136 \/ 1440;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX1-scaled.jpg\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX1-scaled.jpg 1136w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX1-237x300.jpg 237w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX1-808x1024.jpg 808w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FX1-768x973.jpg 768w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/integracion-de-sistemas-de-hidrogeno-en-redes-electricas\/\" rel=\"bookmark\" title=\"Integration of hydrogen systems in electrical grids\">Integration of hydrogen systems in electrical grids<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10365 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/controladores-para-pilas-de-combustible\/\"><img decoding=\"async\" width=\"1200\" height=\"800\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201200%20800&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1200px) 100vw, 1200px\" style=\"--ratio: 1200 \/ 800;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP5.jpg\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP5.jpg 1200w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP5-300x200.jpg 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP5-1024x683.jpg 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP5-768x512.jpg 768w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/controladores-para-pilas-de-combustible\/\" rel=\"bookmark\" title=\"Fuel cell controllers\">Fuel cell controllers<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10367 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/celdas-electroquimicas-ceramicas-con-3d-printing\/\"><img decoding=\"async\" width=\"1248\" height=\"935\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201248%20935&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1248px) 100vw, 1248px\" style=\"--ratio: 1248 \/ 935;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP8.jpg\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP8.jpg 1248w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP8-300x225.jpg 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP8-1024x767.jpg 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP8-768x575.jpg 768w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/celdas-electroquimicas-ceramicas-con-3d-printing\/\" rel=\"bookmark\" title=\"Ceramic electrochemical cells with 3D Printing\u00a0\u00a0\">Ceramic electrochemical cells with 3D Printing\u00a0\u00a0<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10368 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/geometrias-complejas-ceramicas-con-3d-printing\/\"><img decoding=\"async\" width=\"1296\" height=\"972\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201296%20972&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1296px) 100vw, 1296px\" style=\"--ratio: 1296 \/ 972;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP7.jpg\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP7.jpg 1296w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP7-300x225.jpg 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP7-1024x768.jpg 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/02\/FP7-768x576.jpg 768w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/geometrias-complejas-ceramicas-con-3d-printing\/\" rel=\"bookmark\" title=\"Complex ceramic geometries with 3D Printing\">Complex ceramic geometries with 3D Printing<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10391 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/diseno-de-placas-bipolares-fabricadas-con-distintas-tecnologias\/\"><img decoding=\"async\" width=\"320\" height=\"199\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%20320%20199&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 320px) 100vw, 320px\" style=\"--ratio: 320 \/ 199;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE6.png\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE6.png 320w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE6-300x187.png 300w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/diseno-de-placas-bipolares-fabricadas-con-distintas-tecnologias\/\" rel=\"bookmark\" title=\"Design of bipolar plates made with different technologies\">Design of bipolar plates made with different technologies<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><article class=\"post visible post-10392 dt_portfolio type-dt_portfolio status-publish has-post-thumbnail hentry dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en\">\n\n\t<div class=\"post-thumbnail-wrap\">\n\t\t<div class=\"post-thumbnail\">\n\n\t\t\t<a class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\" aria-label=\"Post image\" href=\"https:\/\/xarxah2cat.org\/en\/project\/laboratorio-de-desarrollo-y-testeo-de-tecnologia-pem\/\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201280%20720&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1280px) 100vw, 1280px\" style=\"--ratio: 1280 \/ 720;\" data-src=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE10-1.jpg\" loading=\"eager\" data-srcset=\"https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE10-1.jpg 1280w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE10-1-300x169.jpg 300w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE10-1-1024x576.jpg 1024w, https:\/\/xarxah2cat.org\/wp-content\/uploads\/2024\/01\/PE10-1-768x432.jpg 768w\" \/><span class=\"the7-hover-icon\"><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span><\/a>\n\t\t<\/div>\n\t<\/div>\n\n\n<div class=\"post-entry-content\">\n\n\t<h3 class=\"ele-entry-title\"><a href=\"https:\/\/xarxah2cat.org\/en\/project\/laboratorio-de-desarrollo-y-testeo-de-tecnologia-pem\/\" rel=\"bookmark\" title=\"PEM technology development and testing laboratory\u00a0\u00a0\">PEM technology development and testing laboratory\u00a0\u00a0<\/a><\/h3><div class=\"entry-meta\"><span class=\"meta-item category-link\"><a href=\"https:\/\/xarxah2cat.org\/en\/project-category\/us-de-lhidrogen-com-a-font-denergia-en\/\" rel=\"tag\">Use of hydrogen as an energy source<\/a><\/span><\/div>\n<\/div><\/article><\/div><div class=\"owl-nav disabled\"><div class=\"owl-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Prev slide\"><i class=\"fas fa-chevron-left\"><\/i><\/div><div class=\"owl-next\" role=\"button\" tabindex=\"0\" aria-label=\"Next slide\"><i class=\"fas fa-chevron-right\"><\/i><\/div><\/div>\t\t\t\t<\/div>\n\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>SCOPE Use of hydrogen as an energy source Maturity Level TRL 6 Development Level Software Protection Level Entity: Our proposal is based on the integration of proprietary artificial intelligence (AI) technology within the operational framework of a digital twin. This technology, called Bayesian Machine Scientist, is an algorithm capable of generating models from real-world data.&hellip;<\/p>\n","protected":false},"author":5,"featured_media":14911,"comment_status":"open","ping_status":"closed","template":"","dt_portfolio_category":[117],"dt_portfolio_tags":[],"class_list":["post-14906","dt_portfolio","type-dt_portfolio","status-publish","has-post-thumbnail","hentry","dt_portfolio_category-us-de-lhidrogen-com-a-font-denergia-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Interpretable Digital Twin for the Management of Hydrogen Injection into the Natural Gas Grid\u00a0\u00a0\u00a0 - Xarxa H2CAT<\/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:\/\/xarxah2cat.org\/en\/project\/interpretable-digital-twin-for-the-management-of-hydrogen-injection-into-the-natural-gas-grid\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Interpretable Digital Twin for the Management of Hydrogen Injection into the Natural Gas Grid\u00a0\u00a0\u00a0 - Xarxa H2CAT\" \/>\n<meta property=\"og:description\" content=\"SCOPE Use of hydrogen as an energy source Maturity Level TRL 6 Development Level Software Protection Level Entity: Our proposal is based on the integration of proprietary artificial intelligence (AI) technology within the operational framework of a digital twin. 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