{"id":14406,"date":"2023-06-05T15:42:15","date_gmt":"2023-06-05T12:42:15","guid":{"rendered":"https:\/\/www.razor-labs.com\/estudio-de-caso-empresa-lider-en-mineria-de-mineral-de-hierro-reduce-el-tiempo-de-inactividad-no-programado-de-la-flota-de-cintas-transportadoras-del-puerto\/"},"modified":"2026-05-07T18:40:31","modified_gmt":"2026-05-07T15:40:31","slug":"estudio-de-caso-empresa-lider-en-mineria-de-mineral-de-hierro-reduce-el-tiempo-de-inactividad-no-programado-de-la-flota-de-cintas-transportadoras-del-puerto","status":"publish","type":"post","link":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-empresa-lider-en-mineria-de-mineral-de-hierro-reduce-el-tiempo-de-inactividad-no-programado-de-la-flota-de-cintas-transportadoras-del-puerto\/","title":{"rendered":"Una empresa l\u00edder en la extracci\u00f3n de mineral de hierro reduce el tiempo de inactividad no programado de la flota de transportadores del puerto"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14406\" class=\"elementor elementor-14406 elementor-7133\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-12b2b0b elementor-section-height-min-height post-head elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"12b2b0b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;parallax_background_enable&quot;:&quot;yes&quot;,&quot;parallax_background_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.65000000000000002220446049250313080847263336181640625,&quot;sizes&quot;:[]},&quot;parallax_background_direction&quot;:&quot;up&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;background_image&quot;:{&quot;id&quot;:13484,&quot;url&quot;:&quot;https:\\\/\\\/www.razor-labs.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Case-Study-Conveyor.png&quot;},&quot;background_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;background_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;parallax_background_speed_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;parallax_background_speed_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-268d64c\" data-id=\"268d64c\" 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-8362189 elementor-widget__width-auto post-date elementor-widget elementor-widget-heading\" data-id=\"8362189\" 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<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.razor-labs.com\/es\/category\/documentos\/case-studies\/\" rel=\"tag\">Case studies<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d3e8d9a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d3e8d9a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-e6922cb\" data-id=\"e6922cb\" 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-161be0d elementor-widget__width-initial post-title elementor-widget elementor-widget-heading\" data-id=\"161be0d\" 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-xl\">Una empresa l\u00edder en la extracci\u00f3n de mineral de hierro reduce el tiempo de inactividad no programado de la flota de transportadores del puerto<\/h1>\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 class=\"elementor-element elementor-element-ba0c274 post-date elementor-widget elementor-widget-heading\" data-id=\"ba0c274\" 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<div class=\"elementor-heading-title elementor-size-large\">5 de junio de 2023<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2a87ce8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a87ce8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-33 elementor-top-column elementor-element elementor-element-a9647f3\" data-id=\"a9647f3\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5efeac1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5efeac1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&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-100 elementor-inner-column elementor-element elementor-element-01c267f\" data-id=\"01c267f\" 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-d63762e elementor-widget elementor-widget-heading\" data-id=\"d63762e\" 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<div class=\"elementor-heading-title elementor-size-large\">Por Razor Labs<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-316c513 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"316c513\" 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-00eee9e elementor-widget elementor-widget-heading\" data-id=\"00eee9e\" 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<div class=\"elementor-heading-title elementor-size-large\">5 min leer<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc375f7 elementor-widget__width-initial elementor-mobile-align-left colorFull elementor-widget elementor-widget-button\" data-id=\"dc375f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyors.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Descargar PDF<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\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-inner-section elementor-element elementor-element-ac03594 elementor-section-content-middle SHARE\u200b elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ac03594\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;sticky_enable&quot;:&quot;yes&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;sticky_unstick_on&quot;:&quot;mobile&quot;,&quot;sticky_follow_scroll&quot;:&quot;yes&quot;,&quot;sticky_offset&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;sticky_offset_bottom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&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-inner-column elementor-element elementor-element-23f8bbc\" data-id=\"23f8bbc\" 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-a889104 share_label elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"a889104\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">COMPARTE<\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3f3c136\" data-id=\"3f3c136\" 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-9f74fe1 elementor-share-buttons--view-icon elementor-share-buttons--skin-framed elementor-share-buttons--shape-circle elementor-grid-1 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"9f74fe1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_email\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en email\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fas fa-envelope\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_print\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en print\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fas fa-print\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\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\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-85b72e3\" data-id=\"85b72e3\" 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-13405c5 elementor-widget elementor-widget-heading\" data-id=\"13405c5\" 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\">5 de junio de 2023<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13409c6 elementor-widget elementor-widget-text-editor\" data-id=\"13409c6\" 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<h2><strong>El reto<\/strong><\/h2><div class=\"page\" title=\"P\u00e1gina 1\"><div class=\"layoutArea\"><div class=\"column\"><div class=\"page\" title=\"P\u00e1gina 1\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><p>Con docenas de kil\u00f3metros de cintas transportadoras, <strong>el puerto de mineral de hierro experimentaba un tiempo medio de inactividad anual de unas 800 horas para las cintas transportadoras de entrada al puerto<\/strong>. La causa de estas aver\u00edas eran diversos problemas, como fallos de las poleas, desgarros de las correas, escorrent\u00edas y problemas de deriva, fallos del motor y la caja de cambios, y fallos de los rodillos. <\/p><p>El impacto financiero de este tiempo de inactividad no programado era significativo, con un <strong>coste estimado de m\u00e1s de 70 millones de d\u00f3lares al a\u00f1o<\/strong>. La empresa buscaba una soluci\u00f3n para identificar y prevenir los fallos de los equipos de forma proactiva, a fin de reducir el tiempo de inactividad no planificado y aumentar la productividad. <\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-240a44f elementor-widget elementor-widget-text-editor\" data-id=\"240a44f\" 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<h2><strong>La soluci\u00f3n<\/strong><\/h2><div class=\"page\" title=\"P\u00e1gina 2\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><div class=\"page\" title=\"P\u00e1gina 1\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><p>Aprovechando las capacidades predictivas de la IA de DataMind, la empresa minera pudo detectar fallos potenciales con m\u00e1s de tres meses de antelaci\u00f3n, lo que le permiti\u00f3 emprender acciones de mantenimiento espec\u00edficas que abordaron las causas subyacentes y evitaron que se produjeran en el futuro.<\/p><p>Adem\u00e1s, la supervisi\u00f3n remota de los equipos y la programaci\u00f3n avanzada del mantenimiento no s\u00f3lo mejoraron la eficacia operativa, sino que tambi\u00e9n redujeron significativamente el riesgo de accidentes y lesiones, que tienden a aumentar cuando se trabaja muy cerca de la maquinaria.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-d289ce0 elementor-widget elementor-widget-image\" data-id=\"d289ce0\" 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=\"670\" height=\"498\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-16-at-18.31.23.png\" class=\"attachment-medium_large size-medium_large wp-image-13485\" alt=\"\" srcset=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-16-at-18.31.23.png 670w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-16-at-18.31.23-300x223.png 300w\" sizes=\"(max-width: 670px) 100vw, 670px\" \/>\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-0ebc0ea elementor-widget elementor-widget-text-editor\" data-id=\"0ebc0ea\" 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<h2><strong>Resultados<\/strong><\/h2><div class=\"page\" title=\"P\u00e1gina 1\"><div class=\"layoutArea\"><div class=\"column\"><div class=\"page\" title=\"P\u00e1gina 3\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><div class=\"page\" title=\"P\u00e1gina 2\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><p>La empresa implant\u00f3 la soluci\u00f3n de mantenimiento predictivo de DataMind AI para solucionar los fallos recurrentes de los transportadores. El equipo de Razor Labs realiz\u00f3 un estudio del emplazamiento y complet\u00f3 la instalaci\u00f3n de la soluci\u00f3n lista para usar de DataMind AI en s\u00f3lo dos semanas. <\/p><div class=\"page\" title=\"P\u00e1gina 2\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><ul><li>Durante la fase piloto se desplegaron sensores de vibraci\u00f3n para cubrir las poleas transportadoras, los motores, las cajas de engranajes y los rodillos de impacto, a fin de proporcionar visibilidad en l\u00ednea del equipo y garantizar que no se pasara por alto ning\u00fan fallo. Uno de los factores diferenciales del sistema es su capacidad \u00fanica para manejar componentes especialmente lentos, como las poleas, que pueden ir a menos de 100 RPM. <\/li><li>Se desplegaron c\u00e1maras para cubrir los problemas de desv\u00edo de la correa, que son una causa potencial de mayor desgaste de las poleas, desbordamientos de la correa y desgarros.<\/li><li>Se desplegaron sensores de corriente para indicar la sobrecarga del motor, y sensores de aceite para indicar el desgaste interno y la contaminaci\u00f3n del aceite.<\/li><li>DataMind AI fusion\u00f3 los diversos datos de los sensores para proporcionar una visi\u00f3n hol\u00edstica de la salud del equipo, identificar la causa ra\u00edz de los fallos y tomar medidas correctivas para evitar fallos recurrentes en el futuro.<\/li><\/ul><\/div><div class=\"column\"> <\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-4d56beb elementor-widget elementor-widget-text-editor\" data-id=\"4d56beb\" 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<h2><strong>El descubrimiento<\/strong><\/h2><div class=\"page\" title=\"P\u00e1gina 1\"><div class=\"layoutArea\"><div class=\"column\"><div class=\"page\" title=\"P\u00e1gina 3\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><div class=\"page\" title=\"P\u00e1gina 2\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><div class=\"page\" title=\"P\u00e1gina 3\"><div class=\"section\"><div class=\"layoutArea\"><div class=\"column\"><ul><li>El sistema identificaba incidentes de desequilibrio de la correa que aumentaban el desgaste y acortaban la vida \u00fatil de los cojinetes de las poleas.<\/li><li>El sistema identific\u00f3 incidentes de mineral de tama\u00f1o superior fuera de especificaci\u00f3n causados por el desgaste del revestimiento de la trituradora.<\/li><li>El sistema identific\u00f3 incidentes de fallo de las bombas hidr\u00e1ulicas y contaminaci\u00f3n del aceite, que habr\u00edan provocado el fallo de los cojinetes de los manguitos y, en consecuencia, fallos en la caja de cambios.<\/li><li>El an\u00e1lisis de las im\u00e1genes de CCTV indic\u00f3 que el mineral estaba descentralizado a causa de los bloqueos de los vertederos debidos a la humedad del mineral.<\/li><li>El sistema detect\u00f3 patrones de vibraci\u00f3n por desgaste de los rodamientos en los rodillos tensores, lo que sugiere la presencia de rodillos da\u00f1ados o desalineados que pueden causar un mayor desgaste de la cinta transportadora y reducir la eficacia general del sistema.<\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-bc101c9 elementor-widget elementor-widget-image\" data-id=\"bc101c9\" 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=\"2240\" height=\"1260\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot.png\" class=\"attachment-full size-full wp-image-13487\" alt=\"\" srcset=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot.png 2240w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot-300x169.png 300w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot-1024x576.png 1024w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot-768x432.png 768w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot-1536x864.png 1536w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot-2048x1152.png 2048w\" sizes=\"(max-width: 2240px) 100vw, 2240px\" \/>\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-77ce1e3 elementor-widget elementor-widget-video\" data-id=\"77ce1e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Conveyor-Video.mp4\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-69c6a46 elementor-section-content-middle SHARE\u200b mobile elementor-hidden-desktop elementor-hidden-tablet elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69c6a46\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;sticky_enable&quot;:&quot;yes&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;sticky_unstick_on&quot;:&quot;mobile&quot;,&quot;sticky_follow_scroll&quot;:&quot;yes&quot;,&quot;sticky_offset&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;sticky_offset_bottom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&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-inner-column elementor-element elementor-element-a28fa51\" data-id=\"a28fa51\" 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-f92c52e share_label elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"f92c52e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">COMPARTE<\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6cef771\" data-id=\"6cef771\" 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-a7494eb elementor-share-buttons--view-icon elementor-share-buttons--skin-framed elementor-share-buttons--shape-circle elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"a7494eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_email\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en email\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fas fa-envelope\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_print\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en print\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fas fa-print\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\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\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>Por Razor Labs 5 min leer Descargar PDF COMPARTE El reto Con docenas de kil\u00f3metros de cintas transportadoras, el puerto de mineral de hierro experimentaba un tiempo medio de inactividad anual de unas 800 horas para las cintas transportadoras de entrada al puerto. La causa de estas aver\u00edas eran diversos problemas, como fallos de las [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":13484,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[59],"tags":[106],"class_list":["post-14406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","tag-visual-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Una empresa l\u00edder en la extracci\u00f3n de mineral de hierro reduce el tiempo de inactividad no programado de la flota de transportadores del puerto - Razor Labs<\/title>\n<meta name=\"description\" content=\"Aprovechando las capacidades predictivas de DataMind AITM, la empresa minera pudo detectar fallos potenciales con m\u00e1s de tres meses de antelaci\u00f3n, lo que 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