{"id":406,"date":"2024-11-21T09:42:00","date_gmt":"2024-11-21T09:42:00","guid":{"rendered":"https:\/\/www.transelec.cl\/ventures\/?post_type=desafios-venture&#038;p=406"},"modified":"2025-10-23T15:57:27","modified_gmt":"2025-10-23T15:57:27","slug":"inteligencia-de-datos","status":"publish","type":"desafios-venture","link":"https:\/\/www.transelec.cl\/ventures\/desafios-venture\/inteligencia-de-datos\/","title":{"rendered":"Inteligencia de datos"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"406\" class=\"elementor elementor-406\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5445feef e-flex e-con-boxed e-con e-parent\" data-id=\"5445feef\" 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\t\t<div class=\"elementor-element elementor-element-2ab3a048 elementor-widget__width-initial page__title page__title--green elementor-widget elementor-widget-heading\" data-id=\"2ab3a048\" data-element_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\">Desaf\u00edo #3<\/h2>\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-63b1f600 e-flex e-con-boxed e-con e-parent\" data-id=\"63b1f600\" 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-1e577d47 e-con-full e-flex e-con e-child\" data-id=\"1e577d47\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6a821229 e-con-full e-flex e-con e-child\" data-id=\"6a821229\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6f7d8f56 elementor-widget elementor-widget-heading\" data-id=\"6f7d8f56\" data-element_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\">Inteligencia de datos\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebd6438 elementor-widget elementor-widget-text-editor\" data-id=\"ebd6438\" 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\t\t<p>\u00a0Actualmente contamos con grandes vol\u00famenes de informaci\u00f3n y datos a analizar, y al mismo tiempo hay datos dif\u00edciles de capturar, lo que dificulta la toma de decisiones. \u00bfC\u00f3mo mejorar la anal\u00edtica para predecir el comportamiento de instalaciones y mejorar su performance?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3de0aa50 e-con-full e-flex e-con e-child\" data-id=\"3de0aa50\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66a5f15 elementor-widget elementor-widget-video\" data-id=\"66a5f15\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=6jXhpDdh2vE&amp;ab_channel=TranselecS.A.&quot;,&quot;show_image_overlay&quot;:&quot;yes&quot;,&quot;image_overlay&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;,&quot;alt&quot;:&quot;&quot;,&quot;source&quot;:&quot;library&quot;},&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1cccc2bb e-flex e-con-boxed e-con e-parent\" data-id=\"1cccc2bb\" 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\t\t<div class=\"elementor-element elementor-element-192713f desafio__accordeon elementor-widget elementor-widget-n-accordion\" data-id=\"192713f\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2630\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-2630\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Contexto <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2630\" class=\"elementor-element elementor-element-6c59d93 e-con-full e-flex e-con e-child\" data-id=\"6c59d93\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c00e2b6 elementor-widget elementor-widget-text-editor\" data-id=\"c00e2b6\" 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\t\t<p>Actualmente Transelec cuenta con grandes vol\u00famenes de informaci\u00f3n y datos, lo que genera un desaf\u00edo a la hora de estructurarlos y explotarlos anal\u00edticamente. Por el lado contrario, hay algunos datos que son dif\u00edciles de capturar, como por ejemplo condiciones de las l\u00edneas en terreno. Debido a ambos factores, generar predicciones o estimaciones confiables y constantes en el tiempo para la toma decisiones sobre prevenci\u00f3n de fallas o estado de activos es un desaf\u00edo.<\/p><p><br \/>Adem\u00e1s, debido a la ubicaci\u00f3n aislada de algunas l\u00edneas y subestaciones, la conexi\u00f3n a internet no siempre est\u00e1 disponible, por lo que la captura y env\u00edo de datos suelen ser una complejidad para lograr resultados en tiempo real.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2631\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2631\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> El desaf\u00edo <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2631\" class=\"elementor-element elementor-element-9782147 e-con-full e-flex e-con e-child\" data-id=\"9782147\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2017c2e elementor-widget elementor-widget-text-editor\" data-id=\"2017c2e\" 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\t\t<p>Este desaf\u00edo busca mejorar la toma de decisiones a trav\u00e9s de la anal\u00edtica de datos operacionales obtenidos de las instalaciones de transmisi\u00f3n, equipos y sistemas de Transelec, siendo el SCADA uno de los principales y cuya informaci\u00f3n consiste en variables el\u00e9ctricas medidas a cada segundo. El objetivo es predecir el comportamiento de las instalaciones, evitar fallas de activos, optimizar el proceso de mantenci\u00f3n de las l\u00edneas y subestaciones e implementar un monitoreo constante de cada una.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2632\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2632\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Lo que busca <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2632\" class=\"elementor-element elementor-element-6e39c5b e-con-full e-flex e-con e-child\" data-id=\"6e39c5b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f07d22 elementor-widget elementor-widget-text-editor\" data-id=\"5f07d22\" 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\t\t<p>Este desaf\u00edo busca soluciones, modelos, t\u00e9cnicas, plataformas, herramientas, capacidades, etc., orientados a conocer, modelar y explotar los datos actuales o nuevos (capturados de manera constante para monitoreo y compatibles con modo offline) para generar predicciones y estimaciones que permitan mejorar la toma de decisiones de forma permanente en el tiempo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2633\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2633\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Preguntas movilizadoras <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2633\" class=\"elementor-element elementor-element-eb8ec9b e-con-full e-flex e-con e-child\" data-id=\"eb8ec9b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a45165 elementor-widget elementor-widget-text-editor\" data-id=\"9a45165\" 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\t\t<p>\u00bfC\u00f3mo podr\u00edamos medir o estimar nuestra capacidad de transmisi\u00f3n en tiempo real (DLR)?<\/p><p><br \/>\u00bfC\u00f3mo podr\u00edamos realizar estimaciones y predicciones certeras sobre el estado y la vida \u00fatil de los conductores el\u00e9ctricos de alta tensi\u00f3n?<\/p><p><br \/>\u00bfC\u00f3mo podr\u00edamos detectar alguna anomal\u00eda en la l\u00ednea sin ir presencialmente?<\/p><p><br \/>\u00bfC\u00f3mo podr\u00edamos realizar modelamientos y predicciones a partir de la data hist\u00f3rica y la captura en tiempo real?<\/p><p><br \/>\u00bfC\u00f3mo podr\u00edamos predecir y anticiparnos a la ocurrencia de fallas usando datos?<\/p><p><br \/>\u00bfC\u00f3mo podr\u00edamos captar m\u00e1s datos de nuestras instalaciones? Ej: Temperatura, vibraciones, etc.<\/p><p><br \/>\u00bfC\u00f3mo podr\u00edamos analizar, filtrar y priorizar datos para entregar alertas oportunas a los tomadores de decisiones?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8381754 e-flex e-con-boxed e-con e-parent\" data-id=\"8381754\" 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-1e3d8cce e-con-full e-flex e-con e-child\" data-id=\"1e3d8cce\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1cea7e6c e-con-full e-flex e-con e-child\" data-id=\"1cea7e6c\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-15e8d9e7 e-con-full e-flex e-con e-child\" data-id=\"15e8d9e7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b6bfcf3 elementor-widget elementor-widget-heading\" data-id=\"4b6bfcf3\" data-element_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\">\u00bfNos quieres decir algo?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2eae4025 elementor-widget elementor-widget-heading\" data-id=\"2eae4025\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Ponte en contacto con nosotros.<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5ffa7aad e-con-full e-flex e-con e-child\" data-id=\"5ffa7aad\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1ab1b66c e-transform elementor-widget elementor-widget-image\" data-id=\"1ab1b66c\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_rotateZ_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:90,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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=\"400\" height=\"192\" 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