{"id":50171,"date":"2025-06-30T14:15:15","date_gmt":"2025-06-30T12:15:15","guid":{"rendered":"https:\/\/teknei.com\/case-studies\/neurona-sareetan-oinarritutako-iragarpen-eredua\/"},"modified":"2025-12-01T11:40:11","modified_gmt":"2025-12-01T10:40:11","slug":"neurona-sareetan-oinarritutako-iragarpen-eredua","status":"publish","type":"neuros_case_study","link":"https:\/\/teknei.com\/eu\/case-studies\/neurona-sareetan-oinarritutako-iragarpen-eredua\/","title":{"rendered":"Neurona-sareetan oinarritutako iragarpen eredua"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"50171\" class=\"elementor elementor-50171 elementor-40145\" data-elementor-post-type=\"neuros_case_study\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2938de7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2938de7\" data-element_type=\"section\" data-e-type=\"section\">\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-top-column elementor-element elementor-element-1cf48dd\" data-id=\"1cf48dd\" 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-bc11a43 elementor-widget elementor-widget-neuros_heading\" data-id=\"bc11a43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"neuros_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"neuros-heading-widget\"><h2 class=\"neuros-heading\"><span class=\"neuros-heading-content has_gradient_color_text\">Aluminioa birziklatzeko instalazioetako labe industrialetarako sare neuronaletan oinarritutako aurreikuspen eredua<\/span><\/h2><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43e4738 elementor-widget elementor-widget-neuros_heading\" data-id=\"43e4738\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"neuros_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"neuros-heading-widget\"><h2 class=\"neuros-heading\"><span class=\"neuros-heading-content has_gradient_color_text\">Erronka<\/span><\/h2><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85eaeb2 elementor-widget elementor-widget-text-editor\" data-id=\"85eaeb2\" 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>Aluminioa birziklatzeko plantetan, labe birakarietako galdaketa-prozesua <strong>isurketa <\/strong>ez-estandarizatuetan antolatzen zen, jarduten zuten pertsonen irizpide subjektiboaren arabera. Uniformetasun falta horrek <strong>prozesua automatizatzea eragozten zuen<\/strong>, eraginkortasun energetikoa eta operatiboa zailtzen zituen, eta langileen isileko ezagutzarekiko mendekotasun handia sortzen zuen. <\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e69e557 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e69e557\" data-element_type=\"section\" data-e-type=\"section\">\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-top-column elementor-element elementor-element-f28d37c\" data-id=\"f28d37c\" 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-a26f423 elementor-widget elementor-widget-neuros_heading\" data-id=\"a26f423\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"neuros_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"neuros-heading-widget\"><h2 class=\"neuros-heading\"><span class=\"neuros-heading-content has_gradient_color_text\">Soluzioa<\/span><\/h2><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c4c5da elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"8c4c5da\" 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>Labearen datu historikoekin entrenatutako <strong>sare neuronaletan oinarritutako eredu prediktiboa<\/strong> garatu zuen \u2014segundoko datuekin oso sentsorizatua\u2014 labea <strong>kargatzeko une optimoa<\/strong> aurreikusteko, <strong>\u201cbiraketa-indarra\u201d<\/strong> aldagai nagusi gisa erabiliz.<\/p><p>Sistemak labeak metalezko fluidotasun egoera optimora iritsi den unea identifikatzen du, eta horrek kargatze automatikoa ahalbidetzen du operadorearen etengabeko gainbegiratzerik gabe. Horri esker, honako hau egin daiteke: <\/p><ul><li>Galdaketa prozesua automatizatu.<\/li><li>Eragiketa-eraginkortasuna handitu.<\/li><li>Dokumentatu gabeko ezagutzan oinarritutako mendekotasuna murriztu.<\/li><li>Produktibitatea hobetzea eta energia-kontsumoa murriztea.<\/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-419d183 elementor-blockquote--skin-clean elementor-widget elementor-widget-blockquote\" data-id=\"419d183\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tSare neuronalak aplikatzen ditugu aluminioa birziklatzeko labeetan kargatzeko une optimoa iragartzeko, galdaketak automatizatuz eta efizientzia, produktibitatea eta energia-kontsumoa hobetuz.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b2c9b5e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b2c9b5e\" data-element_type=\"section\" data-e-type=\"section\">\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-top-column elementor-element elementor-element-3285d30\" data-id=\"3285d30\" 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-481cb68 elementor-widget elementor-widget-neuros_heading\" data-id=\"481cb68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"neuros_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"neuros-heading-widget\"><h4 class=\"neuros-heading\"><span class=\"neuros-heading-content has_gradient_color_text\">Arrakasta-gakoak <\/span><\/h4><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fd863c elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"4fd863c\" 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>\n<li><strong>Bi urteko datu operatiboekin entrenatutako sare neuronalak.<\/strong><\/li>\n<li><strong>%80ko zehaztasuna iragarpenean, \u00b1 6 minutuko tartearekin.<\/strong><\/li>\n<li><strong>Prozesu kritikoen automatizazioa denbora errealean.<\/strong><\/li>\n<li> <strong>Adituen ezagutza errepika daitekeen logika bihurtzea.<\/strong><\/li>\n<li><strong>Garbitzeko ahalmen handiagoa eta kontsumo txikiagoa: eraginkortasun handiagoa, baliabide gutxiago.<\/strong><\/li>\n<\/ul>\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-top-column elementor-element elementor-element-64af8b4\" data-id=\"64af8b4\" 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-4ac5020 elementor-widget__width-auto elementor-widget elementor-widget-counter\" data-id=\"4ac5020\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">iragarpenaren zehaztasuna <\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"80\" data-from-value=\"0\" data-delimiter=\",\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">%<\/span>\n\t\t\t<\/div>\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-aca99da elementor-widget__width-initial elementor-widget elementor-widget-counter\" data-id=\"aca99da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">datu operatiboak<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"2\" data-from-value=\"0\" data-delimiter=\",\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">  Urteak<\/span>\n\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-0875654 e-con-full e-flex e-con e-child\" data-id=\"0875654\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-002656f e-con-full e-flex e-con e-child\" data-id=\"002656f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a3b3ad5 elementor-widget elementor-widget-neuros_heading\" data-id=\"a3b3ad5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"neuros_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"neuros-heading-widget\"><h3 class=\"neuros-heading\"><span class=\"neuros-heading-content has_gradient_color_text\">Erlazionatutako arrakasta-kasuak<\/span><\/h3><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16bdf36 elementor-pagination-type-bullets elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-loop-carousel\" data-id=\"16bdf36\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;template_id&quot;:45675,&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show&quot;:&quot;3&quot;,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;.elementor-loop-container&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;arrows&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-carousel.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"swiper elementor-loop-container elementor-grid\" role=\"list\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t<style id=\"loop-45675\">.elementor-45675 .elementor-element.elementor-element-13214511{--display:flex;--flex-direction:row;--container-widget-width:initial;--container-widget-height:100%;--container-widget-flex-grow:1;--container-widget-align-self:stretch;--flex-wrap-mobile:wrap;--gap:10px 10px;--row-gap:10px;--column-gap:10px;--flex-wrap:wrap;--border-radius:30px 30px 30px 30px;--padding-top:8%;--padding-bottom:8%;--padding-left:8%;--padding-right:8%;}.elementor-45675 .elementor-element.elementor-element-13214511:not(.elementor-motion-effects-element-type-background), .elementor-45675 .elementor-element.elementor-element-13214511 > .elementor-motion-effects-container > 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data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"theme-post-featured-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\t<a href=\"https:\/\/teknei.com\/eu\/case-studies\/cpq-irtenbideen-hautaketa-eskaintzak-errazteko-eta-pertsonalizatzeko\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2000\" height=\"1126\" src=\"https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-8.jpg\" class=\"attachment-full size-full wp-image-44675\" alt=\"Selecci\u00f3n de soluci\u00f3n CPQ para agilizar y personalizar ofertas\" srcset=\"https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-8.jpg 2000w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-8-300x169.jpg 300w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-8-1024x577.jpg 1024w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-8-768x432.jpg 768w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-7917f591 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"7917f591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/teknei.com\/eu\/case-studies\/cpq-irtenbideen-hautaketa-eskaintzak-errazteko-eta-pertsonalizatzeko\/\">CPQ irtenbideen hautaketa eskaintzak errazteko eta pertsonalizatzeko<\/a><\/h6>\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<div data-elementor-type=\"loop-item\" data-elementor-id=\"45675\" class=\"elementor elementor-45675 swiper-slide e-loop-item e-loop-item-50177 post-50177 neuros_case_study type-neuros_case_study status-publish has-post-thumbnail hentry neuros_case_study_category-industria neuros_case_study_category-negozio-estrategikorako-aholkularitza neuros_case_study_tag-erakundea-eta-gobernantza-korporatiboa\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-13214511 e-con-full e-flex e-con e-parent\" data-id=\"13214511\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d211de5 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"d211de5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"theme-post-featured-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\t<a href=\"https:\/\/teknei.com\/eu\/case-studies\/eraldaketa-kultural-eta-digitala-metodologia-azkarrarekin\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2000\" height=\"1126\" src=\"https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-7.jpg\" class=\"attachment-full size-full wp-image-44679\" alt=\"Transformaci\u00f3n cultural y digital con metodolog\u00eda \u00e1gil\" srcset=\"https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-7.jpg 2000w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-7-300x169.jpg 300w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-7-1024x577.jpg 1024w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-7-768x432.jpg 768w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-7917f591 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"7917f591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/teknei.com\/eu\/case-studies\/eraldaketa-kultural-eta-digitala-metodologia-azkarrarekin\/\">Eraldaketa kultural eta digitala metodologia azkarrarekin<\/a><\/h6>\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<div data-elementor-type=\"loop-item\" data-elementor-id=\"45675\" class=\"elementor elementor-45675 swiper-slide e-loop-item e-loop-item-50174 post-50174 neuros_case_study type-neuros_case_study status-publish has-post-thumbnail hentry neuros_case_study_category-industria neuros_case_study_category-negozio-estrategikorako-aholkularitza neuros_case_study_tag-garapen-korporatiboa\" data-elementor-post-type=\"elementor_library\" role=\"group\" 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size-full wp-image-44683\" alt=\"Estudio sobre la demanda de servicio\" srcset=\"https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-6.jpg 2000w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-6-300x169.jpg 300w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-6-1024x577.jpg 1024w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/3-6-768x432.jpg 768w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-7917f591 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"7917f591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a 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data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-13214511 e-con-full e-flex e-con e-parent\" data-id=\"13214511\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d211de5 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"d211de5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"theme-post-featured-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\t<a href=\"https:\/\/teknei.com\/eu\/case-studies\/trenbide-osagaien-higaduraren-aurreikuspena\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1636\" height=\"921\" src=\"https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/tren.jpg\" class=\"attachment-full size-full wp-image-44863\" alt=\"Predicci\u00f3n del desgaste en componentes ferroviarios\" srcset=\"https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/tren.jpg 1636w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/tren-300x169.jpg 300w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/tren-1024x576.jpg 1024w, https:\/\/teknei.com\/wp-content\/uploads\/2025\/07\/tren-768x432.jpg 768w\" sizes=\"(max-width: 1636px) 100vw, 1636px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-7917f591 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"7917f591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/teknei.com\/eu\/case-studies\/trenbide-osagaien-higaduraren-aurreikuspena\/\">Trenbide-osagaien higaduraren aurreikuspena<\/a><\/h6>\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<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Previous\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-left\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M646 125C629 125 613 133 604 142L308 442C296 454 292 471 292 487 292 504 296 521 308 533L604 854C617 867 629 875 646 875 663 875 679 871 692 858 704 846 713 829 713 812 713 796 708 779 692 767L438 487 692 225C700 217 708 204 708 187 708 171 704 154 692 142 675 129 663 125 646 125Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" 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Uniformetasun falta horrek prozesua automatizatzea eragozten zuen, eraginkortasun energetikoa eta operatiboa zailtzen zituen, eta langileen isileko ezagutzarekiko mendekotasun handia sortzen zuen. Labearen datu historikoekin entrenatutako&#8230;<\/p>\n","protected":false},"author":5,"featured_media":44687,"template":"","neuros_case_study_category":[312,348],"neuros_case_study_tag":[313],"class_list":["post-50171","neuros_case_study","type-neuros_case_study","status-publish","has-post-thumbnail","hentry","neuros_case_study_category-datuen-estrategia","neuros_case_study_category-industria","neuros_case_study_tag-datuen-gobernantza"],"acf":[],"_links":{"self":[{"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/neuros_case_study\/50171","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/neuros_case_study"}],"about":[{"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/types\/neuros_case_study"}],"author":[{"embeddable":true,"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":1,"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/neuros_case_study\/50171\/revisions"}],"predecessor-version":[{"id":50172,"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/neuros_case_study\/50171\/revisions\/50172"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/media\/44687"}],"wp:attachment":[{"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/media?parent=50171"}],"wp:term":[{"taxonomy":"neuros_case_study_category","embeddable":true,"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/neuros_case_study_category?post=50171"},{"taxonomy":"neuros_case_study_tag","embeddable":true,"href":"https:\/\/teknei.com\/eu\/wp-json\/wp\/v2\/neuros_case_study_tag?post=50171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}