{"id":2131,"date":"2025-09-15T00:12:11","date_gmt":"2025-09-15T00:12:11","guid":{"rendered":"https:\/\/alaya.cl\/?page_id=2131"},"modified":"2025-09-15T00:48:14","modified_gmt":"2025-09-15T00:48:14","slug":"analitica-avanzada-e-inteligencia-artificial-alaya-mining","status":"publish","type":"page","link":"https:\/\/alaya.cl\/en\/analitica-avanzada-e-inteligencia-artificial-alaya-mining\/","title":{"rendered":"Anal\u00edtica Avanzada e Inteligencia Artificial &#8211; Alaya Mining"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"2131\" class=\"elementor elementor-2131\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06ec8dd e-flex e-con-boxed e-con e-parent\" data-id=\"06ec8dd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-72339c7 e-con-full e-flex e-con e-child\" data-id=\"72339c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b00e418 elementor-widget elementor-widget-heading\" data-id=\"b00e418\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">IA applied to the operation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e3f729 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"8e3f729\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Advanced analytics and Artificial Intelligence<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50da6cd elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"50da6cd\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-b9943ac elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"b9943ac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"892\" data-end=\"1256\">We integrate IoT, telemetry and ML for <strong data-start=\"283\" data-end=\"302\">predict failures<\/strong>, <strong data-start=\"304\" data-end=\"323\">optimize routes<\/strong> and <strong data-start=\"326\" data-end=\"348\">stabilize plant<\/strong>. Real-time decisions with measurable impact on cycle, energy, and recovery.<\/p><p><!-- notionvc: 7c764ece-9009-4956-aa76-8a167861c2d5 --><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cde1484 elementor-align-left elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"cde1484\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjE3MzAiLCJ0b2dnbGUiOmZhbHNlfQ%3D%3D\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Let's TALK \u2192<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b40235c e-flex e-con-boxed e-con e-parent\" data-id=\"b40235c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d6638ff e-con-full e-flex e-con e-child\" data-id=\"d6638ff\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9363ee4 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"9363ee4\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-project-diagram\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M384 320H256c-17.67 0-32 14.33-32 32v128c0 17.67 14.33 32 32 32h128c17.67 0 32-14.33 32-32V352c0-17.67-14.33-32-32-32zM192 32c0-17.67-14.33-32-32-32H32C14.33 0 0 14.33 0 32v128c0 17.67 14.33 32 32 32h95.72l73.16 128.04C211.98 300.98 232.4 288 256 288h.28L192 175.51V128h224V64H192V32zM608 0H480c-17.67 0-32 14.33-32 32v128c0 17.67 14.33 32 32 32h128c17.67 0 32-14.33 32-32V32c0-17.67-14.33-32-32-32z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a4c5d76 elementor-widget elementor-widget-text-editor\" data-id=\"a4c5d76\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Models are used in Machine Learning to identify new points of optimum operation in processing plants, which increases the recovery of copper, even with a law of head reduced.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-468a4b1 e-con-full e-flex e-con e-child\" data-id=\"468a4b1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0004ab3 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"0004ab3\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-file-contract\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224 136V0H24C10.7 0 0 10.7 0 24v464c0 13.3 10.7 24 24 24h336c13.3 0 24-10.7 24-24V160H248c-13.2 0-24-10.8-24-24zM64 72c0-4.42 3.58-8 8-8h80c4.42 0 8 3.58 8 8v16c0 4.42-3.58 8-8 8H72c-4.42 0-8-3.58-8-8V72zm0 64c0-4.42 3.58-8 8-8h80c4.42 0 8 3.58 8 8v16c0 4.42-3.58 8-8 8H72c-4.42 0-8-3.58-8-8v-16zm192.81 248H304c8.84 0 16 7.16 16 16s-7.16 16-16 16h-47.19c-16.45 0-31.27-9.14-38.64-23.86-2.95-5.92-8.09-6.52-10.17-6.52s-7.22.59-10.02 6.19l-7.67 15.34a15.986 15.986 0 0 1-14.31 8.84c-.38 0-.75-.02-1.14-.05-6.45-.45-12-4.75-14.03-10.89L144 354.59l-10.61 31.88c-5.89 17.66-22.38 29.53-41 29.53H80c-8.84 0-16-7.16-16-16s7.16-16 16-16h12.39c4.83 0 9.11-3.08 10.64-7.66l18.19-54.64c3.3-9.81 12.44-16.41 22.78-16.41s19.48 6.59 22.77 16.41l13.88 41.64c19.77-16.19 54.05-9.7 66 14.16 2.02 4.06 5.96 6.5 10.16 6.5zM377 105L279.1 7c-4.5-4.5-10.6-7-17-7H256v128h128v-6.1c0-6.3-2.5-12.4-7-16.9z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fdf1337 elementor-widget elementor-widget-text-editor\" data-id=\"fdf1337\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Implemented systems of predictive control based on AI to optimize the power of the mills, which reduces the energy consumption and increase the production.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-25a2b73 e-con-full e-flex e-con e-child\" data-id=\"25a2b73\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d9808f elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4d9808f\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-wifi\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M634.91 154.88C457.74-8.99 182.19-8.93 5.09 154.88c-6.66 6.16-6.79 16.59-.35 22.98l34.24 33.97c6.14 6.1 16.02 6.23 22.4.38 145.92-133.68 371.3-133.71 517.25 0 6.38 5.85 16.26 5.71 22.4-.38l34.24-33.97c6.43-6.39 6.3-16.82-.36-22.98zM320 352c-35.35 0-64 28.65-64 64s28.65 64 64 64 64-28.65 64-64-28.65-64-64-64zm202.67-83.59c-115.26-101.93-290.21-101.82-405.34 0-6.9 6.1-7.12 16.69-.57 23.15l34.44 33.99c6 5.92 15.66 6.32 22.05.8 83.95-72.57 209.74-72.41 293.49 0 6.39 5.52 16.05 5.13 22.05-.8l34.44-33.99c6.56-6.46 6.33-17.06-.56-23.15z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7034dc3 elementor-widget elementor-widget-text-editor\" data-id=\"7034dc3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Using vibration analysis and sensors loT to predict failures in mining equipment, which reduces unplanned downtime and increases the life of the equipment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e46b571 e-con-full e-flex e-con e-child\" data-id=\"e46b571\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-021c38d elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"021c38d\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chart-line\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M496 384H64V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-32c0-8.84-7.16-16-16-16zM464 96H345.94c-21.38 0-32.09 25.85-16.97 40.97l32.4 32.4L288 242.75l-73.37-73.37c-12.5-12.5-32.76-12.5-45.25 0l-68.69 68.69c-6.25 6.25-6.25 16.38 0 22.63l22.62 22.62c6.25 6.25 16.38 6.25 22.63 0L192 237.25l73.37 73.37c12.5 12.5 32.76 12.5 45.25 0l96-96 32.4 32.4c15.12 15.12 40.97 4.41 40.97-16.97V112c.01-8.84-7.15-16-15.99-16z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fe5c55 elementor-widget elementor-widget-text-editor\" data-id=\"4fe5c55\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Apply techniques of machine learning and analysis of geological data to identify potential areas of mineralization, which increases the efficiency of the exploration and reduces costs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4acf829 e-con-full e-flex e-con e-child\" data-id=\"4acf829\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83da967 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"83da967\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-truck\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M624 352h-16V243.9c0-12.7-5.1-24.9-14.1-33.9L494 110.1c-9-9-21.2-14.1-33.9-14.1H416V48c0-26.5-21.5-48-48-48H48C21.5 0 0 21.5 0 48v320c0 26.5 21.5 48 48 48h16c0 53 43 96 96 96s96-43 96-96h128c0 53 43 96 96 96s96-43 96-96h48c8.8 0 16-7.2 16-16v-32c0-8.8-7.2-16-16-16zM160 464c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48zm320 0c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48zm80-208H416V144h44.1l99.9 99.9V256z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f9b9b6 elementor-widget elementor-widget-text-editor\" data-id=\"7f9b9b6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Systems are used for optimization of routes for haul truck-based, which reduces the cycle time of mine between 5% and 12%.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-decec2d e-flex e-con-boxed e-con e-parent\" data-id=\"decec2d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5a42e7b e-con-full e-flex e-con e-child\" data-id=\"5a42e7b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-74cb15e e-con-full e-flex e-con e-child\" data-id=\"74cb15e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d3350e elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5d3350e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Schedule a meeting<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d95847e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d95847e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\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<div class=\"elementor-element elementor-element-33737f6 e-con-full e-flex e-con e-child\" data-id=\"33737f6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b09b43 elementor-align-left elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"1b09b43\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjE3MzAiLCJ0b2dnbGUiOmZhbHNlfQ%3D%3D\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">SCHEDULE A COUNSELING \u2192<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>IA aplicada a la operaci\u00f3n Anal\u00edtica Avanzada e Inteligencia Artificial Integramos IoT, telemetr\u00eda y ML para predecir fallas, optimizar rutas y estabilizar planta. Decisiones en tiempo real con impacto medible en ciclo, energ\u00eda y recuperaci\u00f3n. HABLEMOS \u2192 Se utilizan modelos de Machine Learning para identificar nuevos puntos optimos de operacion en las plantas de procesamiento, [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2131","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/pages\/2131","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/comments?post=2131"}],"version-history":[{"count":13,"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/pages\/2131\/revisions"}],"predecessor-version":[{"id":2153,"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/pages\/2131\/revisions\/2153"}],"wp:attachment":[{"href":"https:\/\/alaya.cl\/en\/wp-json\/wp\/v2\/media?parent=2131"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}