{"id":10027,"date":"2026-04-27T13:06:07","date_gmt":"2026-04-27T11:06:07","guid":{"rendered":"https:\/\/wattega.eu\/projects\/musemetrics-rd-para-museos-sostenibles-con-datos-i-ia\/"},"modified":"2026-05-04T10:25:58","modified_gmt":"2026-05-04T08:25:58","slug":"musemetrics-rd-para-museos-sostenibles-con-datos-i-ia","status":"publish","type":"orion_portfolio","link":"https:\/\/wattega.eu\/es\/projects\/musemetrics-rd-para-museos-sostenibles-con-datos-i-ia\/","title":{"rendered":"MuseMetrics: R+D para museos sostenibles con datos i IA"},"content":{"rendered":"<div id=\"pl-10027\"  class=\"panel-layout\" ><div id=\"pg-10027-0\"  class=\"panel-grid panel-has-style\" ><div class=\"fixed-bg siteorigin-panels-stretch tablet-default mobile-1-in-row desktop-default row-divide panel-row-style panel-row-style-for-10027-0\" data-stretch-type=\"full\" ><div id=\"pgc-10027-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-10027-0-0-0\" class=\"so-panel widget widget_orion_empty_space_w panel-first-child\" data-index=\"0\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-0-0-0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_empty_space_w so-widget-orion_empty_space_w-base\"\n\t\t\t\n\t\t>\t<div class=\"row empty-space  visible-lg visible-md visible-sm visible-xs\" style=\"height:84px;\">\r\n\t<\/div><\/div><\/div><\/div><div id=\"panel-10027-0-0-1\" class=\"so-panel widget widget_orion_heading_w\" data-index=\"1\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-0-0-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_heading_w so-widget-orion_heading_w-base\"\n\t\t\t\n\t\t>\r\n\t\r\n\t\t\r\n\t<div class=\"row orion-heading\" style=\"margin-bottom:0px;\">\r\n\t\t<div class=\"col-md-12   text-left style-h1 style-text-light\">\r\n\t\t\t<h1 class=\"text-light\">\r\n\t\t\t\tMuseMetrics: plataforma integral de gesti\u00f3n de datos muse\u00edsticos\t\t\t<\/h1>\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t<\/div><\/div><\/div><div id=\"panel-10027-0-0-2\" class=\"so-panel widget widget_orion_empty_space_w panel-last-child\" data-index=\"2\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-0-0-2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_empty_space_w so-widget-orion_empty_space_w-base\"\n\t\t\t\n\t\t>\t<div class=\"row empty-space  visible-lg visible-md visible-sm visible-xs\" style=\"height:84px;\">\r\n\t<\/div><\/div><\/div><\/div><\/div><\/div><\/div><div id=\"pg-10027-1\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch tablet-1-in-row mobile-1-in-row desktop-default panel-row-style panel-row-style-for-10027-1\" data-stretch-type=\"full\" ><div id=\"pgc-10027-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-10027-1-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"3\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-0-0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p data-start=\"175\" data-end=\"526\">MuseMetrics es un proyecto de I+D orientado a transformar la gesti\u00f3n energ\u00e9tica, ambiental y operativa de los museos mediante datos en tiempo real, inteligencia artificial y machine learning. La iniciativa busca hacer m\u00e1s sostenibles los espacios muse\u00edsticos sin comprometer la conservaci\u00f3n preventiva del patrimonio cultural ni la experiencia de los visitantes. <\/p>\n<p data-start=\"175\" data-end=\"526\">\n<\/div>\n<\/div><\/div><\/div><div id=\"panel-10027-1-0-1\" class=\"so-panel widget widget_orion_dividers_w\" data-index=\"4\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-0-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_dividers_w so-widget-orion_dividers_w-base\"\n\t\t\t\n\t\t>\t<hr style=\"border-top-width:2px; border-top-color:rgba(242,242,242,1); border-style: solid; width: 100%;  margin-top: 0;\"><\/div><\/div><\/div><div id=\"panel-10027-1-0-2\" class=\"so-panel widget widget_sow-editor\" data-index=\"5\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-0-2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h3 data-start=\"549\" data-end=\"578\"><\/h3>\n<h3 data-start=\"549\" data-end=\"578\">Objetivo general del proyecto<\/h3>\n<p data-start=\"580\" data-end=\"793\">El objetivo principal de MuseMetrics es lograr un equilibrio \u00f3ptimo entre sostenibilidad energ\u00e9tica, conservaci\u00f3n rigurosa de las colecciones art\u00edsticas y confort de los visitantes en espacios culturales y muse\u00edsticos.<\/p>\n<p data-start=\"795\" data-end=\"1165\">El proyecto responde a un reto clave del sector: los museos deben mantener condiciones estrictas de temperatura, humedad e iluminaci\u00f3n para preservar las obras de arte, lo que conlleva un consumo energ\u00e9tico elevado. Al mismo tiempo, la afluencia de p\u00fablico puede variar notablemente entre d\u00edas aparentemente similares, lo que, junto con la gesti\u00f3n de los flujos de visitantes, impacta directamente en el gasto energ\u00e9tico y en la experiencia dentro de los espacios expositivos. <\/p>\n<h3 data-start=\"1167\" data-end=\"1182\">Innovaci\u00f3n e I+D<\/h3>\n<p data-start=\"1184\" data-end=\"1545\">MuseMetrics desarrolla una plataforma integral de gesti\u00f3n de datos que unifica informaci\u00f3n hasta ahora dispersa, como la venta de entradas, los sensores ambientales y los consumos el\u00e9ctricos. Mediante algoritmos de machine learning, modelos predictivos y an\u00e1lisis en tiempo real, la plataforma permite interpretar esta informaci\u00f3n para optimizar el funcionamiento del museo. <\/p>\n<p data-start=\"1547\" data-end=\"1931\">El sistema est\u00e1 concebido para detectar desviaciones de temperatura o humedad, prever picos de afluencia y generar recomendaciones para optimizar la climatizaci\u00f3n y la iluminaci\u00f3n. Esta gesti\u00f3n inteligente de datos facilita una toma de decisiones m\u00e1s predictiva y eficiente, con impacto directo en la eficiencia energ\u00e9tica, la conservaci\u00f3n preventiva y la gesti\u00f3n de los flujos de visitantes. <\/p>\n<p data-start=\"1933\" data-end=\"2182\">El proyecto cuenta con la experiencia tecnol\u00f3gica y el desarrollo de ingenier\u00eda de ARCbcn-WATTEGA y Mind, dentro de un ecosistema colaborativo impulsado por el Cl\u00faster de l\u2019Energia Eficient de Catalunya y el Tech Tourism Cluster.<\/p>\n<h3 data-start=\"2184\" data-end=\"2202\">Resumen del proyecto<\/h3>\n<p data-start=\"2204\" data-end=\"2467\">MuseMetrics se inicia con una prueba piloto en el Moco Museum Barcelona, un espacio dedicado al arte moderno y contempor\u00e1neo. La plataforma integra datos energ\u00e9ticos, ambientales y de afluencia para avanzar hacia una gesti\u00f3n m\u00e1s eficiente y sostenible de los espacios muse\u00edsticos. <\/p>\n<p data-start=\"2469\" data-end=\"2817\">Con una duraci\u00f3n de 11 meses, el proyecto aspira a desarrollar una soluci\u00f3n replicable en museos y equipamientos patrimoniales, tanto en Catalunya como en otros mercados internacionales. Los resultados se presentar\u00e1n p\u00fablicamente en el Forum TuristTIC, con la voluntad de reforzar la innovaci\u00f3n aplicada en la intersecci\u00f3n entre cultura, tecnolog\u00eda y sostenibilidad. <\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"panel-10027-1-0-3\" class=\"so-panel widget widget_orion_empty_space_w panel-last-child\" data-index=\"6\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-0-3\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_empty_space_w so-widget-orion_empty_space_w-base\"\n\t\t\t\n\t\t>\t<div class=\"row empty-space  visible-lg visible-md visible-sm visible-xs\" style=\"height:84px;\">\r\n\t<\/div><\/div><\/div><\/div><\/div><div id=\"pgc-10027-1-1\"  class=\"panel-grid-cell\" ><div id=\"panel-10027-1-1-0\" class=\"so-panel widget widget_orion_image_w panel-first-child\" data-index=\"7\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-1-0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_image_w so-widget-orion_image_w-base\"\n\t\t\t\n\t\t>\r\n<div class=\"image-w relative\">\r\n\r\n\t\t\t\t\r\n\t\t\t\t\t<div class=\" overlay-none overlay-hover-none\">\r\n\t\t\r\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1254\" height=\"1254\" src=\"https:\/\/wattega.eu\/wp-content\/uploads\/2026\/04\/MUSEmetrics-logo-quadrat.png\" class=\"attachment- size-\" alt=\"\" \/>\t\t\t<div class=\"overlay\"><\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\r\n\t\r\n\t<div class=\"absolute\">\r\n\t\t<div class=\"hover-desc table-wrap\">\r\n\t\t\t<div class=\"cell-wrap\">\r\n\t\t\t\t<h4 class=\"text-light\"><\/h4>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t<\/div>\t\t\t\t\t\r\n<\/div>\r\n\r\n<\/div><\/div><\/div><div id=\"panel-10027-1-1-1\" class=\"so-panel widget widget_orion_list_w\" data-index=\"8\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-1-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_list_w so-widget-orion_list_w-base\"\n\t\t\t\n\t\t><div class=\"row button-wrap\">\r\n\t\r\n\t<div class=\"list-wrap col-md-12\">\r\n\t\t<ul class=\"no-liststyle size-normal\" style=\"background:transparent\">\r\n\t\t\t\t\r\n\t\t<li class=\"text-default\" >\r\n\t\t\t\t\t\t\t<span class=\"icon\">\r\n\t\t\t\t\t<span class=\"sow-icon-genericons\" data-sow-icon=\"&#xf428;\"\n\t\tstyle=\"color: #2d3047\" \n\t\taria-hidden=\"true\"><\/span>\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<b>T\u00edtulo del proyecto<\/b>: MuseMetrics\t\t<\/li>\t\r\n\r\n\t\t\t\t\r\n\t\t<li class=\"text-default\" >\r\n\t\t\t\t\t\t\t<span class=\"icon\">\r\n\t\t\t\t\t<span class=\"sow-icon-genericons\" data-sow-icon=\"&#xf428;\"\n\t\tstyle=\"color: #2d3047\" \n\t\taria-hidden=\"true\"><\/span>\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<b>Duraci\u00f3n<\/b>: 2025-2026\t\t<\/li>\t\r\n\r\n\t\t\t\t\r\n\t\t<li class=\"text-default\" >\r\n\t\t\t\t\t\t\t<span class=\"icon\">\r\n\t\t\t\t\t<span class=\"sow-icon-genericons\" data-sow-icon=\"&#xf428;\"\n\t\tstyle=\"color: #2d3047\" \n\t\taria-hidden=\"true\"><\/span>\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<b>Consorcio<\/b>: Tech Tourism Cluster (TTC), Cl\u00faster de l\u2019Energia Eficient de Catalunya (CEEC), ARCbcn-WATTEGA, Moco Museum i Mind\t\t<\/li>\t\r\n\r\n\t\t\t\t\r\n\t\t<li class=\"text-default\" >\r\n\t\t\t\t\t\t\t<span class=\"icon\">\r\n\t\t\t\t\t<span class=\"sow-icon-genericons\" data-sow-icon=\"&#xf428;\"\n\t\tstyle=\"color: #2d3047\" \n\t\taria-hidden=\"true\"><\/span>\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<b>Coordinaci\u00f3n<\/b>: Cl\u00faster de l\u2019Energia Eficient de Catalunya (CEEC)\t\t<\/li>\t\r\n\r\n\t\t\t\t\r\n\t\t<li class=\"text-default\" >\r\n\t\t\t\t\t\t\t<span class=\"icon\">\r\n\t\t\t\t\t<span class=\"sow-icon-genericons\" data-sow-icon=\"&#xf428;\"\n\t\tstyle=\"color: #2d3047\" \n\t\taria-hidden=\"true\"><\/span>\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<b>Financiaci\u00f3n<\/b>: ACCI\u00d3\t\t<\/li>\t\r\n\r\n\t\t\t<\/ul>\r\n\t<\/div>\r\n<\/div><\/div><\/div><\/div><div id=\"panel-10027-1-1-2\" class=\"so-panel widget widget_orion_logos_w\" data-index=\"9\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-1-2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_logos_w so-widget-orion_logos_w-base\"\n\t\t\t\n\t\t><div class=\"row logo-w-wrap\">\r\n\t\t\t<div class=\"logos-wrap col-md-12 \"  >\r\n\t\t\t\t<div class=\"wrap-2 clearfix row\">\r\n\t\t\r\n\t\t\t\t\t\t\t\t<div class=\"cell-wrap col-xs-12\" style=\"padding-bottom: 180px;border-color:#f2f2f2;\">\r\n\t\t\t\t\t\t\t\t\t<span class=\"logo\" data-imgsize=80 data-imghoversize=90>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wattega.eu\/wp-content\/uploads\/2026\/04\/ACCIO_CTI_bn.png\" alt=\"\">\r\n\t\t\t\t\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\r\n\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t\r\n\t<\/div>\r\n\t<\/div><\/div><\/div><\/div><div id=\"panel-10027-1-1-3\" class=\"so-panel widget widget_orion_logos_w panel-last-child\" data-index=\"10\" ><div class=\"orion default panel-widget-style panel-widget-style-for-10027-1-1-3\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-orion_logos_w so-widget-orion_logos_w-base\"\n\t\t\t\n\t\t><div class=\"row logo-w-wrap\">\r\n\t\t\t<div class=\"logos-wrap col-md-12 \"  >\r\n\t\t\t\t<div class=\"wrap-2 clearfix row\">\r\n\t\t\r\n\t\t\t\t\t\t\t\t<div class=\"cell-wrap col-xs-12\" style=\"padding-bottom: 180px;border-color:#f2f2f2;\">\r\n\t\t\t\t\t\t\t\t\t<span class=\"logo\" data-imgsize=80 data-imghoversize=90>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wattega.eu\/wp-content\/uploads\/2026\/04\/idb_ang_v2.png\" alt=\"\">\r\n\t\t\t\t\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\r\n\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t\r\n\t<\/div>\r\n\t<\/div><\/div><\/div><\/div><\/div><\/div><\/div><div id=\"pg-10027-2\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch orion-separator bottom-svg-1 bottom-svg-inside tablet-default mobile-1-in-row desktop-default panel-row-style panel-row-style-for-10027-2\" data-stretch-type=\"full\" ><div id=\"pgc-10027-2-0\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>MuseMetrics es un proyecto de I+D orientado a transformar la gesti\u00f3n energ\u00e9tica, ambiental y operativa de los museos mediante datos en tiempo real, inteligencia artificial y machine learning. La iniciativa busca hacer m\u00e1s sostenibles los espacios muse\u00edsticos sin comprometer la conservaci\u00f3n preventiva del patrimonio cultural ni la experiencia de los visitantes. Objetivo general del proyecto<\/p>\n","protected":false},"featured_media":10011,"template":"","format":"gallery","class_list":["post-10027","orion_portfolio","type-orion_portfolio","status-publish","format-gallery","has-post-thumbnail","hentry","portfolio_category-patrimonio-cultura","portfolio_category-industrial-infraestructuras","portfolio_category-id"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MuseMetrics: R+D para museos sostenibles con datos i IA - WATTEGA<\/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:\/\/wattega.eu\/es\/projects\/musemetrics-rd-para-museos-sostenibles-con-datos-i-ia\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MuseMetrics: R+D para museos sostenibles con datos i IA - WATTEGA\" \/>\n<meta property=\"og:description\" content=\"MuseMetrics es un proyecto de I+D orientado a transformar la gesti\u00f3n energ\u00e9tica, ambiental y operativa de los museos mediante datos en tiempo real, inteligencia artificial y machine learning. 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