{"id":16930,"date":"2026-02-20T10:19:38","date_gmt":"2026-02-20T08:19:38","guid":{"rendered":"https:\/\/www.razor-labs.com\/?p=16930"},"modified":"2026-05-07T18:41:40","modified_gmt":"2026-05-07T15:41:40","slug":"estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5","status":"publish","type":"post","link":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/","title":{"rendered":"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16930\" class=\"elementor elementor-16930 elementor-16929\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d45088b elementor-section-height-min-height post-head elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"d45088b\" 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;:16932,&quot;url&quot;:&quot;https:\\\/\\\/www.razor-labs.com\\\/wp-content\\\/uploads\\\/930E.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-9ac7901\" data-id=\"9ac7901\" 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-a06731d elementor-widget__width-auto post-date elementor-widget elementor-widget-heading\" data-id=\"a06731d\" 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-3d020e0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3d020e0\" 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-705157d\" data-id=\"705157d\" 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-909259b elementor-widget__width-initial post-title elementor-widget elementor-widget-heading\" data-id=\"909259b\" 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\">Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E<\/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-d06bfc6 post-date elementor-widget elementor-widget-heading\" data-id=\"d06bfc6\" 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\">20 de febrero de 2026<\/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-ff98730 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff98730\" 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-84eee62\" data-id=\"84eee62\" 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-51e5465 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51e5465\" 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-a849a4f\" data-id=\"a849a4f\" 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-9a29fec elementor-widget elementor-widget-heading\" data-id=\"9a29fec\" 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-6828f8b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6828f8b\" 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-6db8e13 elementor-widget elementor-widget-heading\" data-id=\"6db8e13\" 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\">7 min leer<\/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-inner-section elementor-element elementor-element-4ee8f49 elementor-section-content-middle SHARE\u200b elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ee8f49\" 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-e86e2f9\" data-id=\"e86e2f9\" 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-7c54d7b share_label elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"7c54d7b\" 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-e92b14f\" data-id=\"e92b14f\" 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-f503a0c 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=\"f503a0c\" 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-89b8852\" data-id=\"89b8852\" 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-7a67b80 elementor-widget elementor-widget-heading\" data-id=\"7a67b80\" 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\">20 de febrero de 2026<\/h2>\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-bc301a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bc301a9\" 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-50 elementor-inner-column elementor-element elementor-element-9d761ab\" data-id=\"9d761ab\" 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-343c5af elementor-widget elementor-widget-heading\" data-id=\"343c5af\" 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\">Visi\u00f3n general<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1877de elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"d1877de\" 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 class=\"p1\"><a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\">DataMind AI\u2122<\/a>para Flotas M\u00f3viles se despleg\u00f3 en una gran explotaci\u00f3n minera para supervisar su flota de camiones de transporte, incluidas unidades Komatsu 930E, descubriendo fallos mec\u00e1nicos que los sistemas OEM y la sobrecarga de alertas no hab\u00edan detectado. En este caso, el fallo se origin\u00f3 en el sistema de aire y escape del motor. <\/p><p>En este caso, <a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\">DataMind AI\u2122<\/a>descubri\u00f3 un comportamiento an\u00f3malo de la combusti\u00f3n en tres cilindros del motor. A pesar de las recientes intervenciones mec\u00e1nicas (sustituci\u00f3n de inyectores e intercambio de culatas), las temperaturas de los gases de escape segu\u00edan siendo inestables. <\/p><p>Es importante destacar que el cilindro 13 mostraba temperaturas de escape anormalmente bajas y err\u00e1ticas, un signo claro de un posible mal funcionamiento del inyector o de una combusti\u00f3n incompleta, y sin embargo hab\u00eda pasado desapercibido.<br\/>El equipo ya hab\u00eda realizado intervenciones en los cilindros 6 y 7 sin darse cuenta de que el problema<br\/>se extend\u00eda m\u00e1s all\u00e1, ya que ninguna alerta del OEM hab\u00eda se\u00f1alado el cilindro 13.<\/p><p>Gracias a la detecci\u00f3n precoz y al razonamiento mec\u00e1nico incorporado, <a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\">DataMind AI\u2122<\/a>ayud\u00f3 al equipo a comprender el alcance total del fallo, lo que permiti\u00f3 una intervenci\u00f3n temprana e informada que evit\u00f3 da\u00f1os innecesarios y protegi\u00f3 la salud del motor.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-492fde0\" data-id=\"492fde0\" 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-0011cd3 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"0011cd3\" 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=\"270\" height=\"459\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-19-at-11.43.14.png\" class=\"attachment-large size-large wp-image-16936\" alt=\"\" srcset=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-19-at-11.43.14.png 270w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-19-at-11.43.14-176x300.png 176w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-19-at-11.43.14-88x150.png 88w\" sizes=\"(max-width: 270px) 100vw, 270px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-9000b02 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9000b02\" 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-51ae24f elementor-widget elementor-widget-heading\" data-id=\"51ae24f\" 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\">Metodolog\u00eda de diagn\u00f3stico de IA DataMind<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc0e0a3 elementor-widget elementor-widget-image\" data-id=\"fc0e0a3\" 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=\"800\" height=\"400\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.18.13-1024x512.png\" class=\"attachment-large size-large wp-image-16968\" alt=\"\" srcset=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.18.13-1024x512.png 1024w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.18.13-300x150.png 300w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.18.13-150x75.png 150w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.18.13-768x384.png 768w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.18.13-1536x768.png 1536w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.18.13-2048x1024.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-2b8ef7c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2b8ef7c\" 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-879532d elementor-widget elementor-widget-heading\" data-id=\"879532d\" 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\">Conocimientos mec\u00e1nicos incorporados<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-856cbd6 elementor-widget elementor-widget-text-editor\" data-id=\"856cbd6\" 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>Mediante la fusi\u00f3n de sensores y el razonamiento mec\u00e1nico incorporado, <a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\">DataMind AI\u2122<\/a>analiz\u00f3:<\/p><ul><li><p class=\"p1\"><strong>Se\u00f1ales del sistema de aire y escape:<\/strong> temperaturas de los gases de escape, diferencias de temperatura de los gases de escape, presi\u00f3n de sobrealimentaci\u00f3n, restricci\u00f3n del filtro de aire<\/p><\/li><li><p class=\"p1\"><b>Se\u00f1ales operativas: <\/b>carga del motor, posici\u00f3n del acelerador, RPM, carga \u00fatil<\/p><\/li><li><p class=\"p1\"><strong>Registros de mantenimiento:<\/strong> sustituci\u00f3n de inyectores en los cilindros 6 y 7<\/p><\/li><li><strong>Datos de muestreo de aceite:<\/strong> niveles elevados de holl\u00edn<\/li><\/ul><p> <\/p><p>El sistema detect\u00f3 irregularidades en la combusti\u00f3n de los cilindros 6, 7 y 13, incluido un comportamiento t\u00e9rmico irresoluto y ca\u00eddas inesperadas de temperatura, especialmente en el cilindro 13.<\/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-0d1562d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"0d1562d\" 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-270a55e elementor-widget elementor-widget-heading\" data-id=\"270a55e\" 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\">Diagn\u00f3stico<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6630c5 elementor-widget elementor-widget-text-editor\" data-id=\"d6630c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Cilindro 6:<\/strong> alcanz\u00f3 un m\u00e1ximo de 580\u00b0C antes de la sustituci\u00f3n de la culata; disminuy\u00f3 a ~530\u00b0C<br><br><\/li><li><strong>Cilindro 7:<\/strong> Alcanz\u00f3 los 570\u00b0C; mostr\u00f3 una mejora m\u00ednima tras la reparaci\u00f3n<br><br><\/li><li>Incluso despu\u00e9s de las reparaciones, las temperaturas de los gases de escape de los cilindros 6 y 7 segu\u00edan siendo elevadas, lo que indicaba que el motor segu\u00eda sin quemar el combustible correctamente.<br><br><\/li><li><strong>Cilindro 13:<\/strong> Present\u00f3 temperaturas de escape anormalmente bajas e inestables, bajando de ~474\u00b0C a ~370\u00b0C  <br><br>Estos comportamientos t\u00e9rmicos suger\u00edan una combusti\u00f3n incompleta y un mal funcionamiento del inyector. El cilindro 13 no hab\u00eda sido supervisado por el equipo del emplazamiento y, sin embargo, mostraba el signo m\u00e1s claro de problemas m\u00e1s profundos. <\/li><\/ul>\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-119abae elementor-widget elementor-widget-image\" data-id=\"119abae\" 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=\"800\" height=\"834\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.22.10-982x1024.png\" class=\"attachment-large size-large wp-image-16970\" alt=\"\" srcset=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.22.10-982x1024.png 982w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.22.10-288x300.png 288w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.22.10-144x150.png 144w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.22.10-768x800.png 768w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.22.10-24x24.png 24w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.22.10.png 1206w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-054dee1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"054dee1\" 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-4691cab elementor-widget elementor-widget-heading\" data-id=\"4691cab\" 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\">Acciones recomendadas<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff1cb88 elementor-widget elementor-widget-text-editor\" data-id=\"ff1cb88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Pruebas de funcionamiento del inyector en los cilindros 6, 7 y 13<\/li><li>Inspecci\u00f3n borosc\u00f3pica de las culatas 6, 7 y 13<\/li><li>Inspeccionar los l\u00f3bulos y los seguidores del \u00e1rbol de levas<\/li><li>Comprobar la precisi\u00f3n del sensor de temperatura del cilindro 13<\/li><li>Realiza un muestreo de aceite de motor nuevo para evaluar la contaminaci\u00f3n<\/li><\/ul>\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-cd7661e elementor-widget elementor-widget-image\" data-id=\"cd7661e\" 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=\"800\" height=\"508\" src=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.23.06-1024x650.png\" class=\"attachment-large size-large wp-image-16972\" alt=\"\" srcset=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.23.06-1024x650.png 1024w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.23.06-300x190.png 300w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.23.06-150x95.png 150w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.23.06-768x487.png 768w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.23.06-1536x975.png 1536w, https:\/\/www.razor-labs.com\/wp-content\/uploads\/Screenshot-2026-02-20-at-10.23.06.png 2004w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-fca239b elementor-widget elementor-widget-text-editor\" data-id=\"fca239b\" 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 class=\"p1\"><em><b>Diagn\u00f3stico y recomendaciones en el panel <a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\">DataMind AI\u2122<\/a><\/b><\/em><\/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-2e4b3b5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2e4b3b5\" 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-220990d elementor-widget elementor-widget-heading\" data-id=\"220990d\" 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\">Acci\u00f3n y seguimiento<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fcbecdc elementor-widget elementor-widget-text-editor\" data-id=\"fcbecdc\" 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>Bas\u00e1ndose en las recomendaciones <a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\">de DataMind AI\u2122<\/a>, se marc\u00f3 el cilindro 13 para su sustituci\u00f3n.<br\/>Tras la intervenci\u00f3n, las temperaturas de escape se estabilizaron, validando el diagn\u00f3stico y resolviendo el desequilibrio de la combusti\u00f3n.<\/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-bffde1d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"bffde1d\" 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-ce32ce0 elementor-widget elementor-widget-heading\" data-id=\"ce32ce0\" 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\">Resultados<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f779d5d elementor-widget elementor-widget-text-editor\" data-id=\"f779d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li class=\"p1\">Cero tiempos de inactividad imprevistos<\/li><li class=\"p1\">Detecci\u00f3n precoz del desequilibrio de la combusti\u00f3n, antes de que se produzcan da\u00f1os<\/li><li class=\"p1\">Producci\u00f3n continua mantenida sin interrupci\u00f3n del motor<\/li><li class=\"p1\">Evit\u00f3 reparaciones innecesarias sacando a la luz problemas ocultos<\/li><li class=\"p1\">Mejora de la confianza del equipo y de la precisi\u00f3n del diagn\u00f3stico<\/li><\/ul>\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-2183df1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2183df1\" 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-42a0806 elementor-widget elementor-widget-heading\" data-id=\"42a0806\" 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\">Resumen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-701cc95 elementor-widget elementor-widget-text-editor\" data-id=\"701cc95\" 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 class=\"p1\">Este caso pone de relieve c\u00f3mo <a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\">DataMind AI\u2122<\/a>proporciona una detecci\u00f3n de fallos temprana y de alta confianza que los sistemas tradicionales de los fabricantes de equipos originales<br\/>pasan por alto.<\/p><p class=\"p1\">Al analizar continuamente los datos de los sensores en directo y correlacionarlos con el comportamiento mec\u00e1nico, la plataforma descubri\u00f3 un fallo de combusti\u00f3n oculto, antes de que se disparara ninguna alerta.<\/p><p class=\"p1\">El resultado: 190.000 d\u00f3lares en reparaciones evitadas, 20 horas de producci\u00f3n ahorradas y cero paradas imprevistas.<\/p><p><a href=\"https:\/\/www.razor-labs.com\/es\/datamind-ai-para-flotas-moviles\/\"><strong>Solicita una demostraci\u00f3n  &gt;&gt;<\/strong><\/a><\/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-e85ce88 elementor-widget elementor-widget-text-editor\" data-id=\"e85ce88\" 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<h4 style=\"color: #0e101a; background: transparent; margin-top: 0pt; margin-bottom: 0pt;\"><strong style=\"background: transparent; margin-top: 0pt; margin-bottom: 0pt;\">Rellena el formulario para descargar el estudio de caso<\/strong><\/h4>\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-c563920 elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"c563920\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Siguiente&quot;,&quot;step_previous_label&quot;:&quot;Anterior&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" id=\"Ballmill123\" name=\"Formulario de estudio de caso de bomba\" aria-label=\"Formulario de estudio de caso de bomba\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"16930\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"c563920\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E - Razor Labs\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"16930\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNombre\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_9873784 elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_9873784\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEmpresa\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_9873784]\" id=\"form-field-field_9873784\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEnv\u00eda un correo electr\u00f3nico a\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-message elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-message\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tMensaje\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-sm\" name=\"form_fields[message]\" id=\"form-field-message\" rows=\"4\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-recaptcha_v3 elementor-field-group elementor-column elementor-field-group-field_110264b elementor-col-100 recaptcha_v3-bottomleft\">\n\t\t\t\t\t<div class=\"elementor-field\" id=\"form-field-field_110264b\"><div class=\"elementor-g-recaptcha\" data-sitekey=\"6LfuzuwlAAAAAHIvWDn8gNEMCjE1wRyqSFp6mqRe\" data-type=\"v3\" data-action=\"Form\" data-badge=\"bottomleft\" data-size=\"invisible\"><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Env\u00eda<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\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-259b0c1 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=\"259b0c1\" 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-1eb5dff\" data-id=\"1eb5dff\" 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-8efa7b6 share_label elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"8efa7b6\" 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-433b83a\" data-id=\"433b83a\" 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-50973b3 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=\"50973b3\" 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 7 min leer COMPARTE Visi\u00f3n general DataMind AI&#x2122;para Flotas M\u00f3viles se despleg\u00f3 en una gran explotaci\u00f3n minera para supervisar su flota de camiones de transporte, incluidas unidades Komatsu 930E, descubriendo fallos mec\u00e1nicos que los sistemas OEM y la sobrecarga de alertas no hab\u00edan detectado. En este caso, el fallo se origin\u00f3 en [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":16932,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[59],"tags":[107],"class_list":["post-16930","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","tag-flotas-moviles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E - Razor Labs<\/title>\n<meta name=\"description\" content=\"Descubre c\u00f3mo DataMind AI\u2122 detect\u00f3 un desequilibrio de combusti\u00f3n oculto en una Komatsu 930E, identificando fallos pasados por alto por los sistemas OEM y permitiendo una intervenci\u00f3n espec\u00edfica antes de que se produjeran da\u00f1os en el motor. Un ejemplo real de mantenimiento predictivo en acci\u00f3n.\" \/>\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-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E - Razor Labs\" \/>\n<meta property=\"og:description\" content=\"Descubre c\u00f3mo DataMind AI\u2122 detect\u00f3 un desequilibrio de combusti\u00f3n oculto en una Komatsu 930E, identificando fallos pasados por alto por los sistemas OEM y permitiendo una intervenci\u00f3n espec\u00edfica antes de que se produjeran da\u00f1os en el motor. Un ejemplo real de mantenimiento predictivo en acci\u00f3n.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/\" \/>\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=\"2026-02-20T08:19:38+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-07T15:41:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.razor-labs.com\/wp-content\/uploads\/930E.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1120\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\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=\"4 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-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/\"},\"author\":{\"name\":\"Razor Labs\",\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/#\\\/schema\\\/person\\\/fceb30c263927f3b958b84cc99816b52\"},\"headline\":\"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E\",\"datePublished\":\"2026-02-20T08:19:38+00:00\",\"dateModified\":\"2026-05-07T15:41:40+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/\"},\"wordCount\":751,\"publisher\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.razor-labs.com\\\/wp-content\\\/uploads\\\/930E.png\",\"keywords\":[\"Flotas m\u00f3viles\"],\"articleSection\":[\"Case studies\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/\",\"url\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/\",\"name\":\"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E - Razor Labs\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.razor-labs.com\\\/wp-content\\\/uploads\\\/930E.png\",\"datePublished\":\"2026-02-20T08:19:38+00:00\",\"dateModified\":\"2026-05-07T15:41:40+00:00\",\"description\":\"Descubre c\u00f3mo DataMind AI\u2122 detect\u00f3 un desequilibrio de combusti\u00f3n oculto en una Komatsu 930E, identificando fallos pasados por alto por los sistemas OEM y permitiendo una intervenci\u00f3n espec\u00edfica antes de que se produjeran da\u00f1os en el motor. Un ejemplo real de mantenimiento predictivo en acci\u00f3n.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.razor-labs.com\\\/wp-content\\\/uploads\\\/930E.png\",\"contentUrl\":\"https:\\\/\\\/www.razor-labs.com\\\/wp-content\\\/uploads\\\/930E.png\",\"width\":1120,\"height\":630},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Inicio\",\"item\":\"https:\\\/\\\/www.razor-labs.com\\\/es\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E\"}]},{\"@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\",\"https:\\\/\\\/www.youtube.com\\\/@RazorLabsAI\"]},{\"@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\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/Razor-Icon-150x150.png\",\"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":"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E - Razor Labs","description":"Descubre c\u00f3mo DataMind AI\u2122 detect\u00f3 un desequilibrio de combusti\u00f3n oculto en una Komatsu 930E, identificando fallos pasados por alto por los sistemas OEM y permitiendo una intervenci\u00f3n espec\u00edfica antes de que se produjeran da\u00f1os en el motor. Un ejemplo real de mantenimiento predictivo en acci\u00f3n.","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-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/","og_locale":"es_ES","og_type":"article","og_title":"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E - Razor Labs","og_description":"Descubre c\u00f3mo DataMind AI\u2122 detect\u00f3 un desequilibrio de combusti\u00f3n oculto en una Komatsu 930E, identificando fallos pasados por alto por los sistemas OEM y permitiendo una intervenci\u00f3n espec\u00edfica antes de que se produjeran da\u00f1os en el motor. Un ejemplo real de mantenimiento predictivo en acci\u00f3n.","og_url":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/","og_site_name":"Razor Labs","article_publisher":"https:\/\/www.facebook.com\/RazorLabsTeam","article_published_time":"2026-02-20T08:19:38+00:00","article_modified_time":"2026-05-07T15:41:40+00:00","og_image":[{"width":1120,"height":630,"url":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/930E.png","type":"image\/png"}],"author":"Razor Labs","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Razor Labs","Tiempo de lectura":"4 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/#article","isPartOf":{"@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/"},"author":{"name":"Razor Labs","@id":"https:\/\/www.razor-labs.com\/es\/#\/schema\/person\/fceb30c263927f3b958b84cc99816b52"},"headline":"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E","datePublished":"2026-02-20T08:19:38+00:00","dateModified":"2026-05-07T15:41:40+00:00","mainEntityOfPage":{"@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/"},"wordCount":751,"publisher":{"@id":"https:\/\/www.razor-labs.com\/es\/#organization"},"image":{"@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/#primaryimage"},"thumbnailUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/930E.png","keywords":["Flotas m\u00f3viles"],"articleSection":["Case studies"],"inLanguage":"es"},{"@type":"WebPage","@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/","url":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/","name":"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E - Razor Labs","isPartOf":{"@id":"https:\/\/www.razor-labs.com\/es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/#primaryimage"},"image":{"@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/#primaryimage"},"thumbnailUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/930E.png","datePublished":"2026-02-20T08:19:38+00:00","dateModified":"2026-05-07T15:41:40+00:00","description":"Descubre c\u00f3mo DataMind AI\u2122 detect\u00f3 un desequilibrio de combusti\u00f3n oculto en una Komatsu 930E, identificando fallos pasados por alto por los sistemas OEM y permitiendo una intervenci\u00f3n espec\u00edfica antes de que se produjeran da\u00f1os en el motor. Un ejemplo real de mantenimiento predictivo en acci\u00f3n.","breadcrumb":{"@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/#primaryimage","url":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/930E.png","contentUrl":"https:\/\/www.razor-labs.com\/wp-content\/uploads\/930E.png","width":1120,"height":630},{"@type":"BreadcrumbList","@id":"https:\/\/www.razor-labs.com\/es\/estudio-de-caso-prevencion-de-fallas-en-el-motor-de-la-bomba-de-lodo-mediante-deteccion-temprana-con-datamind-ai-5\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Inicio","item":"https:\/\/www.razor-labs.com\/es\/"},{"@type":"ListItem","position":2,"name":"Desequilibrio de combusti\u00f3n detectado por DataMind AI&#x2122; en Komatsu 930E"}]},{"@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","https:\/\/www.youtube.com\/@RazorLabsAI"]},{"@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\/wp-content\/uploads\/2024\/04\/Razor-Icon-150x150.png","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\/16930","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=16930"}],"version-history":[{"count":0,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/posts\/16930\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/media\/16932"}],"wp:attachment":[{"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/media?parent=16930"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/categories?post=16930"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.razor-labs.com\/es\/wp-json\/wp\/v2\/tags?post=16930"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}