{"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":"2025-09-08T14:34:01","modified_gmt":"2025-09-08T11:34:01","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":"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto"},"content":{"rendered":"<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-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\">\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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-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\">\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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto<\/h1>\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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-large\">junio 5, 2023<\/div>\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-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\">\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-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\">\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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-large\">By Razor Labs<\/div>\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-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-large\">5 min read<\/div>\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-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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\">Download 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<\/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-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\">\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-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<div class=\"elementor-heading-title elementor-size-default\">SHARE<\/div>\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\">\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-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-grid\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_email\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_print\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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<\/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\">\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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">junio 5, 2023<\/h2>\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-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2><strong>The challenge<\/strong><\/h2>\n<p><\/p>\n<div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 1\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>With dozens of kilometers of conveyors, the <strong>iron ore port experienced an average annual downtime of roughly 800 annual hours for the port inflow conveyors<\/strong>. Various issues, including pulley failures, belt rips, run-offs and drift issues, motor and gearbox failures, and roller failures, caused these failures.<\/p>\n<p>The financial impact of this unscheduled downtime was significant, with an <strong>estimated cost of over $70M per year<\/strong>. The company sought a solution to identify and prevent equipment failures proactively in order to reduce unplanned downtime and increase productivity.<\/p>\n<\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/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-240a44f elementor-widget elementor-widget-text-editor\" data-id=\"240a44f\" data-element_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<h2><strong>The Solution<\/strong><\/h2>\n<p><\/p>\n<div class=\"page\" title=\"Page 2\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 1\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>Leveraging the DataMind AI predictive capabilities, the mining company was able to detect potential failures more than three months ahead of time, allowing them to undertake targeted maintenance actions that addressed the underlying causes and prevented future occurrences.<\/p>\n<p>Furthermore, remote equipment monitoring and advanced maintenance scheduling not only enhanced operational efficiency but also significantly reduced the risk of accidents and injuries, which tend to increase when working in close proximity to the machinery.<\/p>\n<\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/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-d289ce0 elementor-widget elementor-widget-image\" data-id=\"d289ce0\" data-element_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<noscript><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\"><\/noscript><img fetchpriority=\"high\" decoding=\"async\" width=\"670\" height=\"498\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20670%20498%22%3E%3C%2Fsvg%3E\" class=\"attachment-medium_large size-medium_large wp-image-13485 lazyload\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20670%20498%22%3E%3C%2Fsvg%3E 670w\" sizes=\"(max-width: 670px) 100vw, 670px\" data-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\" data-src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-16-at-18.31.23.png\">\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-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2><strong>The Results<\/strong><\/h2>\n<p><\/p>\n<div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 3\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 2\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>The company implemented DataMind AI&#8217;s predictive maintenance solution to address recurring conveyor failures. The Razor Labs team performed a site survey and completed the installation of the DataMind AI out-of-the-box solution in just two weeks.<\/p>\n<div class=\"page\" title=\"Page 2\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<ul>\n<li>Vibration sensors were deployed during the pilot phase to cover the conveyor pulleys, motors, gearboxes, and impact rollers to provide online visibility of the equipment and ensure that no failures were missed. One of the system&#8217;s differentiation factors is its unique ability to handle especially slow components, such as pulleys which can be slower than 100 RPM.<\/li>\n<li>Cameras were deployed to cover belt drift issues which are a potential root cause of increased pulley wear, belt run-offs and rips.<\/li>\n<li>Current sensors were deployed to indicate motor overload, and oil sensors indicate internal wear and oil contamination.<\/li>\n<li>DataMind AI fused the various sensor data to provide a holistic view of the equipment&#8217;s health, identify the root cause of failures and take corrective actions to prevent recurring failures in the future.<\/li>\n<\/ul>\n<\/div>\n<p><\/p>\n<div class=\"column\"><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/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-4d56beb elementor-widget elementor-widget-text-editor\" data-id=\"4d56beb\" data-element_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<h2><strong>The Discovery<\/strong><\/h2>\n<p><\/p>\n<div class=\"page\" title=\"Page 1\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 3\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 2\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 3\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<ul>\n<li>The system identified incidents of belt imbalance that increased wear and shortened the life of the pulley bearings.<\/li>\n<li>The system identified incidents of out-of-spec ore top size caused by crusher liner wear.<\/li>\n<li>The system identified incidents of failure of hydraulic pumps and oil contamination, which would have led to sleeve bearings failure and consequently gearbox failures.<\/li>\n<li>The CCTV footage analysis indicated decentralized ore caused by chute blockages due to humid ore.<\/li>\n<li>The system detected bearing wear vibration patterns in idler rollers, suggesting the presence of damaged or misaligned rollers that can cause increased wear on the conveyor belt and reduce overall system efficiency.<\/li>\n<\/ul>\n<\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/div>\n<p><\/p><\/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-bc101c9 elementor-widget elementor-widget-image\" data-id=\"bc101c9\" data-element_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<noscript><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\"><\/noscript><img decoding=\"async\" width=\"2240\" height=\"1260\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%202240%201260%22%3E%3C%2Fsvg%3E\" class=\"attachment-full size-full wp-image-13487 lazyload\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%202240%201260%22%3E%3C%2Fsvg%3E 2240w\" sizes=\"(max-width: 2240px) 100vw, 2240px\" data-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\" data-src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/screenshot.png\">\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-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<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<noscript><video class=\"elementor-video\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Conveyor-Video.mp4\" controls preload=\"metadata\" controlslist=\"nodownload\"><\/video><\/noscript><video class=\"elementor-video lazyload\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Conveyor-Video.mp4\" controls preload=\"none\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\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-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\">\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-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<div class=\"elementor-heading-title elementor-size-default\">SHARE<\/div>\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\">\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-share-buttons--align-left elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"a7494eb\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-grid\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_email\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_print\" role=\"button\" tabindex=\"0\" aria-label=\"Share on 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<\/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>By Razor Labs 5 min read Download PDF SHARE The challenge With dozens of kilometers of conveyors, the iron ore port experienced an average annual downtime of roughly 800 annual hours for the port inflow conveyors. Various issues, including pulley failures, belt rips, run-offs and drift issues, motor and gearbox failures, and roller failures, caused [&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":[],"class_list":["post-14406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto - Razor Labs<\/title>\n<meta name=\"description\" content=\"Leveraging DataMind AITM&#039;s predictive capabilities, the mining company was able to detect potential failures more than three months ahead of time, allowing them to undertake targeted maintenance actions that addressed the underlying causes and prevented future occurrences.\" \/>\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.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\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto - Razor Labs\" \/>\n<meta property=\"og:description\" content=\"Leveraging DataMind AITM&#039;s predictive capabilities, the mining company was able to detect potential failures more than three months ahead of time, allowing them to undertake targeted maintenance actions that addressed the underlying causes and prevented future occurrences.\" \/>\n<meta property=\"og:url\" content=\"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\/\" \/>\n<meta property=\"og:site_name\" content=\"Razor Labs\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/RazorLabsTeam\" \/>\n<meta property=\"article:published_time\" content=\"2023-06-05T12:42:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-08T11:34:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2240\" \/>\n\t<meta property=\"og:image:height\" content=\"1260\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Razor Labs\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Razor Labs\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"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\/#article\",\"isPartOf\":{\"@id\":\"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\/\"},\"author\":{\"name\":\"Razor Labs\",\"@id\":\"https:\/\/www.razor-labs.com\/es\/#\/schema\/person\/fceb30c263927f3b958b84cc99816b52\"},\"headline\":\"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto\",\"datePublished\":\"2023-06-05T12:42:15+00:00\",\"dateModified\":\"2025-09-08T11:34:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"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\/\"},\"wordCount\":477,\"publisher\":{\"@id\":\"https:\/\/www.razor-labs.com\/es\/#organization\"},\"image\":{\"@id\":\"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\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png\",\"articleSection\":[\"Case studies\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"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\/\",\"url\":\"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\/\",\"name\":\"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto - Razor Labs\",\"isPartOf\":{\"@id\":\"https:\/\/www.razor-labs.com\/es\/#website\"},\"primaryImageOfPage\":{\"@id\":\"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\/#primaryimage\"},\"image\":{\"@id\":\"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\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png\",\"datePublished\":\"2023-06-05T12:42:15+00:00\",\"dateModified\":\"2025-09-08T11:34:01+00:00\",\"description\":\"Leveraging DataMind AITM's predictive capabilities, the mining company was able to detect potential failures more than three months ahead of time, allowing them to undertake targeted maintenance actions that addressed the underlying causes and prevented future occurrences.\",\"breadcrumb\":{\"@id\":\"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\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"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\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"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\/#primaryimage\",\"url\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png\",\"contentUrl\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png\",\"width\":2240,\"height\":1260},{\"@type\":\"BreadcrumbList\",\"@id\":\"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\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.razor-labs.com\/es\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.razor-labs.com\/es\/#website\",\"url\":\"https:\/\/www.razor-labs.com\/es\/\",\"name\":\"Razor Labs\",\"description\":\"Making Machines Smarter\",\"publisher\":{\"@id\":\"https:\/\/www.razor-labs.com\/es\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.razor-labs.com\/es\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.razor-labs.com\/es\/#organization\",\"name\":\"Razor Labs\",\"url\":\"https:\/\/www.razor-labs.com\/es\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/www.razor-labs.com\/es\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2021\/12\/RL-Logo@0.12x.png\",\"contentUrl\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2021\/12\/RL-Logo@0.12x.png\",\"width\":612,\"height\":208,\"caption\":\"Razor Labs\"},\"image\":{\"@id\":\"https:\/\/www.razor-labs.com\/es\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/RazorLabsTeam\",\"https:\/\/www.linkedin.com\/company\/razor-technologies-inc\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.razor-labs.com\/es\/#\/schema\/person\/fceb30c263927f3b958b84cc99816b52\",\"name\":\"Razor Labs\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/www.razor-labs.com\/es\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2024\/04\/Razor-Icon-150x150.png\",\"contentUrl\":\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2024\/04\/Razor-Icon-150x150.png\",\"caption\":\"Razor Labs\"},\"url\":\"https:\/\/www.razor-labs.com\/es\/author\/fiverr\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto - Razor Labs","description":"Leveraging DataMind AITM's predictive capabilities, the mining company was able to detect potential failures more than three months ahead of time, allowing them to undertake targeted maintenance actions that addressed the underlying causes and prevented future occurrences.","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.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\/","og_locale":"es_ES","og_type":"article","og_title":"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto - Razor Labs","og_description":"Leveraging DataMind AITM's predictive capabilities, the mining company was able to detect potential failures more than three months ahead of time, allowing them to undertake targeted maintenance actions that addressed the underlying causes and prevented future occurrences.","og_url":"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\/","og_site_name":"Razor Labs","article_publisher":"https:\/\/www.facebook.com\/RazorLabsTeam","article_published_time":"2023-06-05T12:42:15+00:00","article_modified_time":"2025-09-08T11:34:01+00:00","og_image":[{"width":2240,"height":1260,"url":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png","type":"image\/png"}],"author":"Razor Labs","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Razor Labs","Tiempo de lectura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"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\/#article","isPartOf":{"@id":"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\/"},"author":{"name":"Razor Labs","@id":"https:\/\/www.razor-labs.com\/es\/#\/schema\/person\/fceb30c263927f3b958b84cc99816b52"},"headline":"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto","datePublished":"2023-06-05T12:42:15+00:00","dateModified":"2025-09-08T11:34:01+00:00","mainEntityOfPage":{"@id":"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\/"},"wordCount":477,"publisher":{"@id":"https:\/\/www.razor-labs.com\/es\/#organization"},"image":{"@id":"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\/#primaryimage"},"thumbnailUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png","articleSection":["Case studies"],"inLanguage":"es"},{"@type":"WebPage","@id":"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\/","url":"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\/","name":"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto - Razor Labs","isPartOf":{"@id":"https:\/\/www.razor-labs.com\/es\/#website"},"primaryImageOfPage":{"@id":"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\/#primaryimage"},"image":{"@id":"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\/#primaryimage"},"thumbnailUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png","datePublished":"2023-06-05T12:42:15+00:00","dateModified":"2025-09-08T11:34:01+00:00","description":"Leveraging DataMind AITM's predictive capabilities, the mining company was able to detect potential failures more than three months ahead of time, allowing them to undertake targeted maintenance actions that addressed the underlying causes and prevented future occurrences.","breadcrumb":{"@id":"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\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["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\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"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\/#primaryimage","url":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png","contentUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2023\/07\/Case-Study-Conveyor.png","width":2240,"height":1260},{"@type":"BreadcrumbList","@id":"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\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.razor-labs.com\/es\/"},{"@type":"ListItem","position":2,"name":"Estudio de caso: La principal empresa minera de mineral de hierro reduce el tiempo de inactividad no programado de la flota de cintas transportadoras del puerto"}]},{"@type":"WebSite","@id":"https:\/\/www.razor-labs.com\/es\/#website","url":"https:\/\/www.razor-labs.com\/es\/","name":"Razor Labs","description":"Making Machines Smarter","publisher":{"@id":"https:\/\/www.razor-labs.com\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.razor-labs.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/www.razor-labs.com\/es\/#organization","name":"Razor Labs","url":"https:\/\/www.razor-labs.com\/es\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.razor-labs.com\/es\/#\/schema\/logo\/image\/","url":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2021\/12\/RL-Logo@0.12x.png","contentUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2021\/12\/RL-Logo@0.12x.png","width":612,"height":208,"caption":"Razor Labs"},"image":{"@id":"https:\/\/www.razor-labs.com\/es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/RazorLabsTeam","https:\/\/www.linkedin.com\/company\/razor-technologies-inc"]},{"@type":"Person","@id":"https:\/\/www.razor-labs.com\/es\/#\/schema\/person\/fceb30c263927f3b958b84cc99816b52","name":"Razor Labs","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.razor-labs.com\/es\/#\/schema\/person\/image\/","url":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2024\/04\/Razor-Icon-150x150.png","contentUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/2024\/04\/Razor-Icon-150x150.png","caption":"Razor Labs"},"url":"https:\/\/www.razor-labs.com\/es\/author\/fiverr\/"}]}},"_links":{"self":[{"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/posts\/14406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/comments?post=14406"}],"version-history":[{"count":3,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/posts\/14406\/revisions"}],"predecessor-version":[{"id":14413,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/posts\/14406\/revisions\/14413"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/media\/13484"}],"wp:attachment":[{"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/media?parent=14406"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/categories?post=14406"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/tags?post=14406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}