{"id":45076,"date":"2025-08-15T02:55:23","date_gmt":"2025-08-15T00:55:23","guid":{"rendered":"https:\/\/stage2.convotis.com\/es\/?p=45076"},"modified":"2025-08-29T09:04:10","modified_gmt":"2025-08-29T07:04:10","slug":"pecovasa-renfe-mercancias","status":"publish","type":"post","link":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/","title":{"rendered":"Pecovasa Renfe Mercanc\u00edas"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"45076\" class=\"elementor elementor-45076\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68a133b7 e-flex e-con-boxed e-con e-parent\" data-id=\"68a133b7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2e72cbd2 e-flex e-con-boxed e-con e-child\" data-id=\"2e72cbd2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-551d0ba9 elementor-widget elementor-widget-heading\" data-id=\"551d0ba9\" 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<h1 class=\"elementor-heading-title elementor-size-default\"><strong>Pecovasa Renfe Mercanc\u00edas <\/strong><br>Transporte ferroviario de mercanc\u00edas impulsado por IoT: m\u00e1s eficiencia, seguridad y transparencia<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f988538 e-con-full e-flex e-con e-child\" data-id=\"7f988538\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}}}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-23d44593 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"23d44593\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5d006e07 e-con-full e-flex e-con e-child\" data-id=\"5d006e07\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-396b3cb4 elementor-widget elementor-widget-image\" data-id=\"396b3cb4\" 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 loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/06\/Pecovasa-renfe-1-300x173.png\" class=\"attachment-medium size-medium wp-image-31096\" alt=\"logo\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/06\/Pecovasa-renfe-1-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/06\/Pecovasa-renfe-1.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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-450f848d elementor-widget elementor-widget-text-editor\" data-id=\"450f848d\" 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><strong>Sector:<\/strong> Log\u00edstica y transporte<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d9c39d9 e-con-full e-flex e-con e-child\" data-id=\"7d9c39d9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49bea17b elementor-widget elementor-widget-heading\" data-id=\"49bea17b\" 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\">C\u00f3mo uno de los principales proveedores de transporte de mercanc\u00edas por ferrocarril en la Pen\u00ednsula Ib\u00e9rica, Pecovasa,  mueve miles de toneladas de carga de forma segura y fiable cada a\u00f1o.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29ee435b elementor-widget elementor-widget-text-editor\" data-id=\"29ee435b\" 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>La creciente demanda de seguridad operativa, sostenibilidad y eficiencia puso al l\u00edmite los modelos de mantenimiento y los procesos operativos existentes. Para reducir el tiempo de inactividad, prolongar la vida \u00fatil de los componentes cr\u00edticos y aumentar la transparencia operativa, Pecovasa pas\u00f3 a un mantenimiento t\u00e9cnico totalmente digitalizado, centrado en datos IoT y an\u00e1lisis predictivos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3420c045 e-flex e-con-boxed e-con e-parent\" data-id=\"3420c045\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2435f62b e-con-full e-flex e-con e-child\" data-id=\"2435f62b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6dd14a2c e-con-full e-flex e-con e-child\" data-id=\"6dd14a2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-792cc202 e-con-full e-flex e-con e-child\" data-id=\"792cc202\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5206382 e-con-full e-flex e-con e-child\" data-id=\"5206382\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-36f3da1d e-con-full e-flex e-con e-child\" data-id=\"36f3da1d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7e600f26 e-con-full e-flex e-con e-child\" data-id=\"7e600f26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61d03731 elementor-widget elementor-widget-heading\" data-id=\"61d03731\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Situaci\u00f3n actual<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-544374cb e-con-full e-flex e-con e-child\" data-id=\"544374cb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e51fc7d e-con-full e-flex e-con e-child\" data-id=\"2e51fc7d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26c86e8a icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"26c86e8a\" 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=\"icon icon-eye-thin\"><\/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-446c950e elementor-widget elementor-widget-text-editor\" data-id=\"446c950e\" 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><strong>Los procesos anteriores se basaban principalmente en el mantenimiento por intervalos y en la opini\u00f3n de los expertos. Los datos sobre kilometraje, carga, comportamiento de conducci\u00f3n o condiciones ambientales no se recopilaban o s\u00f3lo se registraban de forma aislada.<\/strong><\/p><p>Componentes t\u00e9cnicos como el tren de rodaje, los ejes o los sistemas de frenado se manten\u00edan independientemente unos de otros, sin tener en cuenta sus niveles reales de desgaste.<\/p><p>Al mismo tiempo, no hab\u00eda visibilidad en tiempo real de los niveles de carga, los perfiles de conducci\u00f3n o las desviaciones operativas. Uno de los principales problemas era la falta de un an\u00e1lisis sistem\u00e1tico de los datos de los sensores, a pesar de que los trenes, vagones y componentes generaban grandes cantidades de datos operativos. Esto daba lugar a ciclos de mantenimiento ineficaces, tiempos de inactividad innecesarios y una mala planificaci\u00f3n del mantenimiento, especialmente durante periodos de alta utilizaci\u00f3n de la red.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7c9459fa e-con-full e-flex e-con e-child\" data-id=\"7c9459fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-beace4b e-con-full e-flex e-con e-child\" data-id=\"beace4b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-573d0045 e-con-full e-flex e-con e-child\" data-id=\"573d0045\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-116a8d19 elementor-widget elementor-widget-heading\" data-id=\"116a8d19\" 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<h3 class=\"elementor-heading-title elementor-size-default\">El reto<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3d3b2822 e-con-full e-flex e-con e-child\" data-id=\"3d3b2822\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-59452964 e-con-full e-flex e-con e-child\" data-id=\"59452964\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-680ad487 icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"680ad487\" 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=\"icon icon-flag-banner-fold-thin\"><\/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-410f9c3b elementor-widget elementor-widget-text-editor\" data-id=\"410f9c3b\" 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><strong>El reto consist\u00eda en convertir grandes cantidades de datos de sensores no estructurados en informaci\u00f3n operativa pr\u00e1ctica.<\/strong><\/p><p>El objetivo era correlacionar factores como la vibraci\u00f3n, la temperatura, la humedad, la aceleraci\u00f3n, el comportamiento de frenado y la posici\u00f3n GPS de forma que se pudieran evaluar con precisi\u00f3n las condiciones de cada componente. Al mismo tiempo, los datos operativos como la energ\u00eda JERK, las amplitudes de vibraci\u00f3n y los perfiles de conducci\u00f3n basados en GPS deb\u00edan analizarse de forma inteligente para detectar picos de carga cr\u00edticos.<\/p><p>Era crucial identificar patrones que indicaran posibles fallos o desgastes, independientemente de que estuvieran causados por las condiciones de la v\u00eda, el clima, el peso de la carga o las maniobras din\u00e1micas de conducci\u00f3n. El an\u00e1lisis tambi\u00e9n ten\u00eda que ser lo suficientemente eficaz como para funcionar en tiempo real e integrarse perfectamente en los procesos de mantenimiento existentes sin retrasos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-18b6e234 e-con-full e-flex e-con e-child\" data-id=\"18b6e234\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-63acd5b8 e-con-full e-flex e-con e-child\" data-id=\"63acd5b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-71dc6237 e-con-full e-flex e-con e-child\" data-id=\"71dc6237\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-102ef79e elementor-widget elementor-widget-heading\" data-id=\"102ef79e\" 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<h3 class=\"elementor-heading-title elementor-size-default\">La soluci\u00f3n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79678310 e-con-full e-flex e-con e-child\" data-id=\"79678310\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-52b1aea0 e-con-full e-flex e-con e-child\" data-id=\"52b1aea0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55ccf273 icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"55ccf273\" 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=\"icon icon-lightbulb-thin\"><\/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-32168896 elementor-widget elementor-widget-text-editor\" data-id=\"32168896\" 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><strong>La soluci\u00f3n se basa en la recopilaci\u00f3n y el an\u00e1lisis en tiempo real de numerosos datos de sensores de trenes, vagones y componentes.<\/strong><\/p><p>La plataforma permite un seguimiento en directo y sin fisuras de todos los transportes y admite una planificaci\u00f3n inteligente de las rutas que se adapta din\u00e1micamente a las condiciones operativas. Adem\u00e1s, est\u00e1 totalmente integrada con los sistemas de planificaci\u00f3n y facturaci\u00f3n existentes.<\/p><p>La infraestructura sigue siendo totalmente escalable en todo momento, funciona de forma fiable incluso con cargas elevadas y cumple las normas de seguridad m\u00e1s estrictas. Todo ello sienta las bases para dise\u00f1ar procesos m\u00e1s eficientes, al tiempo que flexibiliza y hace m\u00e1s fiables las operaciones de transporte de mercanc\u00edas por ferrocarril.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-18d032bd e-con-full e-flex e-con e-child\" data-id=\"18d032bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4a8bd294 e-con-full e-flex e-con e-child\" data-id=\"4a8bd294\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1d83da33 e-con-full e-flex e-con e-child\" data-id=\"1d83da33\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c37f7f elementor-widget elementor-widget-heading\" data-id=\"2c37f7f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">El resultado<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5211242f e-con-full e-flex e-con e-child\" data-id=\"5211242f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5dd924ff e-con-full e-flex e-con e-child\" data-id=\"5dd924ff\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;],&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-490026ac icon-container elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"490026ac\" 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=\"icon icon-check-thin\"><\/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-24548db6 elementor-widget elementor-widget-text-editor\" data-id=\"24548db6\" 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><strong>Pecovasa se beneficia ahora de un seguimiento en tiempo real, una trazabilidad mejorada y an\u00e1lisis precisos.<\/strong><\/p><p>La soluci\u00f3n permite reducir los costes de mantenimiento y el tiempo de inactividad, as\u00ed como aumentar significativamente la fiabilidad operativa. Este proyecto establece nuevos est\u00e1ndares de digitalizaci\u00f3n sostenible y gesti\u00f3n moderna del transporte.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48124029 e-con-full e-flex e-con e-child\" data-id=\"48124029\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2ebffb64 e-con-full e-flex e-con e-child\" data-id=\"2ebffb64\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f37e4f8 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"5f37e4f8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-15eeb9a4 section e-flex e-con-boxed e-con e-parent\" data-id=\"15eeb9a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-41f1add e-flex e-con-boxed elementor-invisible e-con e-child\" data-id=\"41f1add\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3e44a519 e-con-full e-flex e-con e-child\" data-id=\"3e44a519\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-406b7b70 elementor-widget elementor-widget-heading\" data-id=\"406b7b70\" 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\"><strong>T\u00e9cnico<\/strong><br>\nAspectos destacados<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c41cd0d elementor-widget elementor-widget-text-editor\" data-id=\"6c41cd0d\" 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>Incluso los proyectos complejos pueden resumirse en t\u00e9rminos t\u00e9cnicos claros. Las cifras clave y los rasgos distintivos ofrecen una visi\u00f3n de la aplicaci\u00f3n concreta: mensurable, tangible y transparente.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3fd53fd e-con-full e-flex e-con e-child\" data-id=\"3fd53fd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee603e4 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ee603e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Geolocalizaci\u00f3n en tiempo real y seguimiento en directo<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">An\u00e1lisis de datos completos de sensores de trenes, vagones y componentes<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Filtrado de datos con filtros de media m\u00f3vil, Kalman y Wavelet<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Reconocimiento de patrones mediante la deformaci\u00f3n temporal din\u00e1mica (DTW)<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Detecci\u00f3n de patrones de carga, niveles de vibraci\u00f3n, energ\u00eda JERK y estado del equipo<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d5042e e-flex e-con-boxed e-con e-parent\" data-id=\"2d5042e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1739673 e-flex e-con-boxed e-con e-child\" data-id=\"1739673\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-677938b e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"677938b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:51}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;animation&quot;:&quot;fadeIn&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7dc932 elementor-widget elementor-widget-text-editor\" data-id=\"e7dc932\" 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>La digitalizaci\u00f3n impulsada por IoT ha llevado el mantenimiento y las operaciones de Pecovasa al siguiente nivel. Los datos en tiempo real, la detecci\u00f3n precisa de patrones y los an\u00e1lisis inteligentes garantizan la m\u00e1xima fiabilidad operativa, la reducci\u00f3n del tiempo de inactividad y un mantenimiento totalmente optimizado: eficiente, escalable y preparado para el futuro.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1cd9490a section e-flex e-con-boxed e-con e-parent\" data-id=\"1cd9490a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-06aeaa2 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"06aeaa2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-15ed00b e-con-full e-flex e-con e-child\" data-id=\"15ed00b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85881b2 elementor-widget elementor-widget-heading\" data-id=\"85881b2\" 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\"><strong>Tu transformaci\u00f3n inform\u00e1tica empieza aqu\u00ed.<\/strong><br>\nHablemos de tus objetivos.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f69938c elementor-widget elementor-widget-text-editor\" data-id=\"f69938c\" 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>Ya has visto nuestras historias de \u00e9xito: ahora vamos a planificar juntos tu transformaci\u00f3n inform\u00e1tica. Tanto si te encuentras al principio de tu viaje digital como si est\u00e1s preparado para dar el siguiente paso, nuestros expertos est\u00e1n aqu\u00ed para ayudarte.<\/p>\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-d1477b4 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"d1477b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/contacto\/\" target=\"_blank\" class=\"btn btn-primary\">Planificar los pr\u00f3ximos pasos<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d17461e e-con-full e-flex e-con e-child\" data-id=\"d17461e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ea5a71 elementor-widget elementor-widget-convotis-image-box\" data-id=\"8ea5a71\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;_animation&quot;:&quot;none&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]}}\" data-widget_type=\"convotis-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"image-box border-bottom-left\" style=\"max-width: auto;\">\r\n            <div class=\"image-wrapper has-img-bg\" data-background-url=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/2025\/05\/Get-in-Touch-with-CONVOTIS.png\">\r\n                            <\/div>\r\n        <\/div>\r\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>El an\u00e1lisis de datos IoT optimiza las operaciones ferroviarias en Pecovasa. La soluci\u00f3n permite el seguimiento en tiempo real, la previsi\u00f3n precisa del mantenimiento, reduce el tiempo de inactividad y maximiza la seguridad operativa.<\/p>\n","protected":false},"author":14,"featured_media":48034,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[986,988],"tags":[],"class_list":["post-45076","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-customer-stories-es","category-datascience-ai-es"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Transporte ferroviario de mercanc\u00edas impulsado por IoT para Pecovasa: m\u00e1s fiabilidad<\/title>\n<meta name=\"description\" content=\"Pecovasa aumenta la eficiencia del transporte ferroviario de mercanc\u00edas con el an\u00e1lisis de datos basado en IoT, que permite el seguimiento en tiempo real y el mantenimiento predictivo.\" \/>\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.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Transporte ferroviario de mercanc\u00edas impulsado por IoT para Pecovasa: m\u00e1s fiabilidad\" \/>\n<meta property=\"og:description\" content=\"Pecovasa aumenta la eficiencia del transporte ferroviario de mercanc\u00edas con el an\u00e1lisis de datos basado en IoT, que permite el seguimiento en tiempo real y el mantenimiento predictivo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/\" \/>\n<meta property=\"og:site_name\" content=\"CONVOTIS Iberia\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-15T00:55:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-29T07:04:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"721\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"marketingiberia\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"marketingiberia\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/\"},\"author\":{\"name\":\"marketingiberia\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/person\\\/69230bfe68dba77f10a2e37f1229feba\"},\"headline\":\"Pecovasa Renfe Mercanc\u00edas\",\"datePublished\":\"2025-08-15T00:55:23+00:00\",\"dateModified\":\"2025-08-29T07:04:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/\"},\"wordCount\":854,\"publisher\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"articleSection\":[\"Customer Stories\",\"Data Science &amp; AI\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/\",\"name\":\"Transporte ferroviario de mercanc\u00edas impulsado por IoT para Pecovasa: m\u00e1s fiabilidad\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"datePublished\":\"2025-08-15T00:55:23+00:00\",\"dateModified\":\"2025-08-29T07:04:10+00:00\",\"description\":\"Pecovasa aumenta la eficiencia del transporte ferroviario de mercanc\u00edas con el an\u00e1lisis de datos basado en IoT, que permite el seguimiento en tiempo real y el mantenimiento predictivo.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/news\\\/pecovasa-renfe-mercancias\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"contentUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Pecovasa.jpeg\",\"width\":1280,\"height\":721},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#website\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/\",\"name\":\"CONVOTIS\",\"description\":\"For Europe&#039;s digital future.\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#organization\",\"name\":\"CONVOTIS\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Convotis_blue_cmyk300dpi-scaled.png\",\"contentUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/08\\\/Convotis_blue_cmyk300dpi-scaled.png\",\"width\":2560,\"height\":411,\"caption\":\"CONVOTIS\"},\"image\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/convotis-gmbh\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#\\\/schema\\\/person\\\/69230bfe68dba77f10a2e37f1229feba\",\"name\":\"marketingiberia\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/063d7d9ac79fda7aa6ee520fac2bf1f79a40beafcd7423fa374c0e07ea524f4f?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/063d7d9ac79fda7aa6ee520fac2bf1f79a40beafcd7423fa374c0e07ea524f4f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/063d7d9ac79fda7aa6ee520fac2bf1f79a40beafcd7423fa374c0e07ea524f4f?s=96&d=mm&r=g\",\"caption\":\"marketingiberia\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Transporte ferroviario de mercanc\u00edas impulsado por IoT para Pecovasa: m\u00e1s fiabilidad","description":"Pecovasa aumenta la eficiencia del transporte ferroviario de mercanc\u00edas con el an\u00e1lisis de datos basado en IoT, que permite el seguimiento en tiempo real y el mantenimiento predictivo.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/","og_locale":"en_US","og_type":"article","og_title":"Transporte ferroviario de mercanc\u00edas impulsado por IoT para Pecovasa: m\u00e1s fiabilidad","og_description":"Pecovasa aumenta la eficiencia del transporte ferroviario de mercanc\u00edas con el an\u00e1lisis de datos basado en IoT, que permite el seguimiento en tiempo real y el mantenimiento predictivo.","og_url":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/","og_site_name":"CONVOTIS Iberia","article_published_time":"2025-08-15T00:55:23+00:00","article_modified_time":"2025-08-29T07:04:10+00:00","og_image":[{"width":1280,"height":721,"url":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","type":"image\/jpeg"}],"author":"marketingiberia","twitter_card":"summary_large_image","twitter_misc":{"Written by":"marketingiberia","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/#article","isPartOf":{"@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/"},"author":{"name":"marketingiberia","@id":"https:\/\/www.convotis.com\/es\/#\/schema\/person\/69230bfe68dba77f10a2e37f1229feba"},"headline":"Pecovasa Renfe Mercanc\u00edas","datePublished":"2025-08-15T00:55:23+00:00","dateModified":"2025-08-29T07:04:10+00:00","mainEntityOfPage":{"@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/"},"wordCount":854,"publisher":{"@id":"https:\/\/www.convotis.com\/es\/#organization"},"image":{"@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/#primaryimage"},"thumbnailUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","articleSection":["Customer Stories","Data Science &amp; AI"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/","url":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/","name":"Transporte ferroviario de mercanc\u00edas impulsado por IoT para Pecovasa: m\u00e1s fiabilidad","isPartOf":{"@id":"https:\/\/www.convotis.com\/es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/#primaryimage"},"image":{"@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/#primaryimage"},"thumbnailUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","datePublished":"2025-08-15T00:55:23+00:00","dateModified":"2025-08-29T07:04:10+00:00","description":"Pecovasa aumenta la eficiencia del transporte ferroviario de mercanc\u00edas con el an\u00e1lisis de datos basado en IoT, que permite el seguimiento en tiempo real y el mantenimiento predictivo.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.convotis.com\/es\/news\/pecovasa-renfe-mercancias\/#primaryimage","url":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","contentUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Pecovasa.jpeg","width":1280,"height":721},{"@type":"WebSite","@id":"https:\/\/www.convotis.com\/es\/#website","url":"https:\/\/www.convotis.com\/es\/","name":"CONVOTIS","description":"For Europe&#039;s digital future.","publisher":{"@id":"https:\/\/www.convotis.com\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.convotis.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.convotis.com\/es\/#organization","name":"CONVOTIS","url":"https:\/\/www.convotis.com\/es\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.convotis.com\/es\/#\/schema\/logo\/image\/","url":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Convotis_blue_cmyk300dpi-scaled.png","contentUrl":"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Convotis_blue_cmyk300dpi-scaled.png","width":2560,"height":411,"caption":"CONVOTIS"},"image":{"@id":"https:\/\/www.convotis.com\/es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/convotis-gmbh\/"]},{"@type":"Person","@id":"https:\/\/www.convotis.com\/es\/#\/schema\/person\/69230bfe68dba77f10a2e37f1229feba","name":"marketingiberia","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/063d7d9ac79fda7aa6ee520fac2bf1f79a40beafcd7423fa374c0e07ea524f4f?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/063d7d9ac79fda7aa6ee520fac2bf1f79a40beafcd7423fa374c0e07ea524f4f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/063d7d9ac79fda7aa6ee520fac2bf1f79a40beafcd7423fa374c0e07ea524f4f?s=96&d=mm&r=g","caption":"marketingiberia"}}]}},"_links":{"self":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts\/45076","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/comments?post=45076"}],"version-history":[{"count":15,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts\/45076\/revisions"}],"predecessor-version":[{"id":48039,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/posts\/45076\/revisions\/48039"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/media\/48034"}],"wp:attachment":[{"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/media?parent=45076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/categories?post=45076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.convotis.com\/es\/wp-json\/wp\/v2\/tags?post=45076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}