{"id":16512,"date":"2022-07-08T13:42:14","date_gmt":"2022-07-08T11:42:14","guid":{"rendered":"https:\/\/www.idus.se\/?p=16512"},"modified":"2024-04-15T14:17:58","modified_gmt":"2024-04-15T12:17:58","slug":"prediktivt-underhall-det-stora-spranget-att-inte-missa","status":"publish","type":"post","link":"https:\/\/www.idus.se\/blogg\/prediktivt-underhall-det-stora-spranget-att-inte-missa\/","title":{"rendered":"Prediktivt underh\u00e5ll, det stora spr\u00e5nget att inte missa"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16512\" class=\"elementor elementor-16512\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-199975c elementor-section-stretched elementor-section-height-min-height elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"199975c\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&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-695819e6\" data-id=\"695819e6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b5c0805 elementor-widget elementor-widget-heading\" data-id=\"5b5c0805\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Prediktivt underh\u00e5ll <br> Det stora spr\u00e5nget att inte missa<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de34403 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de34403\" data-element_type=\"section\">\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-51d3962d\" data-id=\"51d3962d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78d534b0 elementor-widget elementor-widget-post-info\" data-id=\"78d534b0\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e649597 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar-alt\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0 464c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V192H0v272zm320-196c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM192 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM64 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zM400 64h-48V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H160V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H48C21.5 64 0 85.5 0 112v48h448v-48c0-26.5-21.5-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t2022-07-08\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-5769d97 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-user\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224 256c70.7 0 128-57.3 128-128S294.7 0 224 0 96 57.3 96 128s57.3 128 128 128zm89.6 32h-16.7c-22.2 10.2-46.9 16-72.9 16s-50.6-5.8-72.9-16h-16.7C60.2 288 0 348.2 0 422.4V464c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48v-41.6c0-74.2-60.2-134.4-134.4-134.4z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tAnnette Larsson\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-591e0fc elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-clock\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256,8C119,8,8,119,8,256S119,504,256,504,504,393,504,256,393,8,256,8Zm92.49,313h0l-20,25a16,16,0,0,1-22.49,2.5h0l-67-49.72a40,40,0,0,1-15-31.23V112a16,16,0,0,1,16-16h32a16,16,0,0,1,16,16V256l58,42.5A16,16,0,0,1,348.49,321Z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\t5 minuter l\u00e4sning\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd4e5ac elementor-widget elementor-widget-heading\" data-id=\"dd4e5ac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Introduktion<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2aa3e93e elementor-widget elementor-widget-text-editor\" data-id=\"2aa3e93e\" 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<p>P\u00e5 bara ett par \u00e5r har prediktivt underh\u00e5ll g\u00e5tt fr\u00e5n att vara en resurskr\u00e4vande och avancerad aktivitet till n\u00e5got enkelt och snabbt att inf\u00f6ra. Idag kan alla verksamheter oavsett storlek vara i g\u00e5ng med prediktivt underh\u00e5ll p\u00e5 mycket kort tid tack vare l\u00e5ga investeringskostnader och maskininl\u00e4rning. I det h\u00e4r blogginl\u00e4gget g\u00e5r vi igenom vad prediktivt underh\u00e5ll \u00e4r och hur ni kan till\u00e4mpa det p\u00e5 b\u00e4st och snabbast s\u00e4tt.<\/p>\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-4121dd83 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4121dd83\" data-element_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-277b7a8d\" data-id=\"277b7a8d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-10157eb3 elementor-widget elementor-widget-heading\" data-id=\"10157eb3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vad prediktivt underh\u00e5ll \u00e4r<\/h3>\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-227f54d7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"227f54d7\" data-element_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-inner-column elementor-element elementor-element-3766db94\" data-id=\"3766db94\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7907c8aa elementor-widget elementor-widget-text-editor\" data-id=\"7907c8aa\" 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<p>Prediktivt underh\u00e5ll eller f\u00f6ruts\u00e4gbart underh\u00e5ll \u00e4r en <a href=\"https:\/\/www.idus.se\/blogg\/sa-valjer-ni-ratt-underhallsstrategi\/\"><u>underh\u00e5llsstrategi<\/u>\u00a0<\/a>med syfte att f\u00f6rutse funktionsf\u00f6rluster i teknisk utrustning genom att identifiera och eliminera fel l\u00e5ngt innan felen hinner v\u00e4xa och bli st\u00f6rre. Detta sker oftast genom analys av insamlade data, traditionellt med olika m\u00e4tinstrument.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b3fe466 elementor-widget elementor-widget-text-editor\" data-id=\"4b3fe466\" 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<p>Ett tecken p\u00e5 uppkomna fel kan exempelvis vara vibrationer som tilltar eller temperaturer som \u00f6kar. <br \/>F\u00f6r att identifiera felen tidigt anv\u00e4nder man d\u00e4rf\u00f6r historiska data och j\u00e4mf\u00f6r med nuvarande situation f\u00f6r att hitta och tolka avvikelser.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-106dd604 elementor-widget elementor-widget-heading\" data-id=\"106dd604\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">F\u00f6rdelarna med prediktivt underh\u00e5ll<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dee94cf elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"dee94cf\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Begr\u00e4nsar antalet oplanerade stopp<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Begr\u00e4nsar \u00f6verfl\u00f6digt f\u00f6rebyggande underh\u00e5ll<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Reducerar underh\u00e5llskostnader och lagersaldon<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Bidrar till \u00f6kad planerbarhet och l\u00e4ngre reaktionstid<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79e6ff6f elementor-widget elementor-widget-heading\" data-id=\"79e6ff6f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Stora utvecklingsspr\u00e5ng<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f142bce elementor-widget elementor-widget-text-editor\" data-id=\"6f142bce\" 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<p>Tidigare var det till exempel vanligt att anv\u00e4nda vibrationsanalys och att j\u00e4mf\u00f6ra olika ljudsp\u00e5r med varandra och p\u00e5 s\u00e5 s\u00e4tt avg\u00f6ra huruvida en roterande utrustning var i behov av underh\u00e5ll eller inte. Detta kr\u00e4vde investeringar i s\u00e5v\u00e4l m\u00e4tutrustning som utbildning och dataanalys vilket utgjorde en komplicerad och kostsam barri\u00e4r f\u00f6r nyb\u00f6rjare.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd3e74d elementor-widget elementor-widget-text-editor\" data-id=\"cd3e74d\" 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<p>Idag har <a href=\"https:\/\/www.idus.se\/tjanster\/sensorer\/\"><span style=\"text-decoration: underline;\">sensorer<\/span><\/a>\u00a0och sensorteknik gjort stora utvecklingsspr\u00e5ng och har samtidigt blivit mycket billigare \u00e4n tidigare. I kombination med maskininl\u00e4rning kan man nu p\u00e5 kort tid applicera en sensor som m\u00e4ter flera v\u00e4rden samtidigt. Vissa sensorer s\u00e5som Idus samarbetssensorer l\u00e4r sig normall\u00e4get sj\u00e4lva fr\u00e5n f\u00f6rsta appliceringen p\u00e5 maskinen och notifierar d\u00e4rp\u00e5 vid f\u00f6r\u00e4ndringar efter att ha l\u00e4rt sig normaliteten. \u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cebcbb1 elementor-widget elementor-widget-text-editor\" data-id=\"4cebcbb1\" 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<p>Ett tidigt tecken p\u00e5 avvikelser \u00e4r den akustiska emission som en utrustning avger under ett f\u00f6rstadium till vibrationer. Att uppt\u00e4cka ljudet tidigt skapar allts\u00e5 en v\u00e4ldigt l\u00e5ng reaktionstid, kanske uppemot ett par m\u00e5nader. Det g\u00e5r allts\u00e5 att bli notifierad i realtid om vad som h\u00e4nder inne i utrustningen.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4619fe11 elementor-widget elementor-widget-text-editor\" data-id=\"4619fe11\" 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<p>Genom att f\u00e5 indikationer p\u00e5 ett fel i den absoluta begynnelsen m\u00f6jligg\u00f6r vetskapen en verksamhet att best\u00e4lla reservdelar, planera jobbet och att i lugn och ro avg\u00f6ra vem som har tid att utf\u00f6ra arbetet.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32adda0c elementor-widget elementor-widget-text-editor\" data-id=\"32adda0c\" 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<p>F\u00f6rest\u00e4ll er d\u00e5 skillnaden gentemot en tillvaro d\u00e4r fel uppst\u00e5r spontant och oannonserat vilket inte l\u00e4mnar n\u00e5gon tid till planering, schemal\u00e4ggning eller leverans av reservdelar. Stillest\u00e5ndet blir d\u00e5 on\u00f6digt l\u00e5ngt samtidigt som det blir sv\u00e5rare att utf\u00f6ra arbetet med n\u00f6dv\u00e4ndig kvalitet pga. tidsbristen.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12483c5a elementor-widget elementor-widget-heading\" data-id=\"12483c5a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">B\u00e4sta praxis f\u00f6r prediktivt underh\u00e5ll<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5afd5592 elementor-widget elementor-widget-image\" data-id=\"5afd5592\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"419\" src=\"https:\/\/www.idus.se\/wp-content\/uploads\/2022\/06\/Prediktivt-underhall-i-5-steg.jpg\" class=\"attachment-large size-large wp-image-16168\" alt=\"Prediktivt underh\u00e5ll\" srcset=\"https:\/\/www.idus.se\/wp-content\/uploads\/2022\/06\/Prediktivt-underhall-i-5-steg.jpg 840w, https:\/\/www.idus.se\/wp-content\/uploads\/2022\/06\/Prediktivt-underhall-i-5-steg-300x157.jpg 300w, https:\/\/www.idus.se\/wp-content\/uploads\/2022\/06\/Prediktivt-underhall-i-5-steg-768x402.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-42742f5c elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"42742f5c\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Identifiera kritisk utrustning genom kritikalitetsanalys<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Koppla upp utrustningen med sensorer <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Koppla samman sensorer med underh\u00e5llssystemet<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Inspektera vid larm och konstatera felorsak<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Planera in arbetet och schemal\u00e4gg planerat stopp <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c30a7c2 elementor-widget elementor-widget-heading\" data-id=\"5c30a7c2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ekonomiska och milj\u00f6m\u00e4ssiga f\u00f6rdelar<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70533d18 elementor-widget elementor-widget-text-editor\" data-id=\"70533d18\" 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<p>Prediktivt underh\u00e5ll skapar f\u00f6ruts\u00e4ttningar f\u00f6r underh\u00e5llsverksamheten att bidra positivt till verksamhetens ekonomi genom att optimera resursutnyttjandet och undvika produktionsf\u00f6rluster. Enligt <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www1.eere.energy.gov\/femp\/pdfs\/OM_5.pdf\">amerikanska energimyndigheten<\/a><\/span> kan industrier reducera 70% av haverier med prediktivt underh\u00e5ll.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11e1aefa elementor-widget elementor-widget-text-editor\" data-id=\"11e1aefa\" 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<p>Antalet \u00f6verfl\u00f6diga kontroller, demonteringar och utbyten minskar ocks\u00e5 vilket i sin tur fris\u00e4tter tid till andra v\u00e4rdeskapande aktiviteter.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41dcb15e elementor-widget elementor-widget-text-editor\" data-id=\"41dcb15e\" 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<p>Verksamhetens milj\u00f6p\u00e5verkan minskar ocks\u00e5 genom att on\u00f6diga reservdelsutbyten uteblir, precis som kassationer och annat spill som uppst\u00e5r vid haverier. \u00a0\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e89b8f0 elementor-widget elementor-widget-text-editor\" data-id=\"5e89b8f0\" 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<p>Dessutom ger prediktivt underh\u00e5ll i kombination med fungerande underh\u00e5llsprocesser och rutiner en planerbar vardag med tillr\u00e4ckligt mycket tid att fokusera p\u00e5 en sak i taget. F\u00f6rb\u00e4ttringarna ger allts\u00e5 ocks\u00e5 en effekt p\u00e5 den sociala h\u00e5llbarheten inom verksamheten.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-582eecf1 elementor-widget elementor-widget-text-editor\" data-id=\"582eecf1\" 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<p>Prediktivt underh\u00e5ll kan allts\u00e5 bidra med en positiv effekt p\u00e5 s\u00e5v\u00e4l organisationens ekonomiska som milj\u00f6m\u00e4ssiga h\u00e5llbarhet men \u00e4ven p\u00e5 det sociala planet. \u00a0\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ebf1385 elementor-widget elementor-widget-heading\" data-id=\"2ebf1385\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Hur snabbt kan man vara i g\u00e5ng?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2950655 elementor-widget elementor-widget-text-editor\" data-id=\"2950655\" 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<p>Det \u00e4r ett l\u00e4tt beslut att ta ett f\u00f6rsta steg och att b\u00f6rja m\u00e4ta utrustningens emissioner via den allt billigare sensortekniken. Det kr\u00e4vs knappt n\u00e5gra insatser i utbildning eller dataanalys heller l\u00e4ngre vilket g\u00f6r startstr\u00e4ckan \u00e4nnu kortare.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-294aa64 elementor-widget elementor-widget-text-editor\" data-id=\"294aa64\" 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<p>Det \u00e4r ett bra val att b\u00f6rja med en eller ett f\u00e5tal enheter med h\u00f6gre kritikalitet och stor produktionsp\u00e5verkan.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d3dd53f elementor-widget elementor-widget-text-editor\" data-id=\"1d3dd53f\" 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<p>Det enda som kr\u00e4vs \u00e4r att applicera sensorer p\u00e5 r\u00e4tt plats och att sedan koppla ihop sensorns signal med r\u00e4tt enhet i underh\u00e5llssystemet. D\u00e4rp\u00e5 kan man med r\u00e4tt sensorer vara i g\u00e5ng efter bara 10 dagar.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27e23e72 elementor-widget elementor-widget-text-editor\" data-id=\"27e23e72\" 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<p>F\u00f6r att komma dit kr\u00e4vs inte mer \u00e4n ett f\u00f6rsta m\u00f6te p\u00e5 cirka 30 minuter f\u00f6r b\u00e4sta praxis och andra tips. D\u00e4rp\u00e5 m\u00f6jligg\u00f6r Idus sensorintegration er att snabbt komma i g\u00e5ng med prediktivt underh\u00e5ll.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35bf7da0 elementor-widget elementor-widget-text-editor\" data-id=\"35bf7da0\" 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<p>Det finns heller inga ekonomiska hinder d\u00e5 priset f\u00f6r sensorer och l\u00e4nken mellan sensorer och underh\u00e5llssystem \u00e4r v\u00e4ldigt l\u00e5ga. Det g\u00e4ller bara att b\u00f6rja, resten \u00e4r enkelt.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d01a3a0 elementor-widget elementor-widget-heading\" data-id=\"5d01a3a0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Lycka till med f\u00f6rb\u00e4ttringsarbetet! <\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cfca442 elementor-widget elementor-widget-button\" data-id=\"6cfca442\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/www.idus.se\/tjanster\/sensorer\/\">\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\">< Till sensorsidan<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72458510 elementor-widget elementor-widget-button\" data-id=\"72458510\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/www.idus.se\/blogg\/\">\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\">< Tillbaka till bloggen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-21f94607 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"21f94607\" data-element_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-6b52b0\" data-id=\"6b52b0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3a98d441 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3a98d441\" data-element_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-inner-column elementor-element elementor-element-7a3eacec\" data-id=\"7a3eacec\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1572c0ab elementor-widget elementor-widget-image\" data-id=\"1572c0ab\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-1024x1024.png\" class=\"attachment-large size-large wp-image-19717\" alt=\"\" srcset=\"https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-1024x1024.png 1024w, https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-300x300.png 300w, https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-150x150.png 150w, https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-768x768.png 768w, https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-24x24.png 24w, https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-36x36.png 36w, https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1-48x48.png 48w, https:\/\/www.idus.se\/wp-content\/uploads\/2023\/10\/Annette-Larsson-circle-1.png 1080w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6b77f9ac\" data-id=\"6b77f9ac\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-107b92d5 elementor-widget elementor-widget-heading\" data-id=\"107b92d5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Om f\u00f6rfattaren<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cf90026 elementor-widget elementor-widget-text-editor\" data-id=\"3cf90026\" 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<p>Annette Larsson \u00e4r VD p\u00e5 Idus AB sedan 2014 och har mer \u00e4n 25 \u00e5rs erfarenhet inom industriell automation, projektledning och IT-system.\u00a0<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-14589e8e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"14589e8e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-top-column elementor-element elementor-element-7f30d60f\" data-id=\"7f30d60f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-38d0ea7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"38d0ea7\" data-element_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-inner-column elementor-element elementor-element-499d0464\" data-id=\"499d0464\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8b83646 elementor-widget elementor-widget-heading\" data-id=\"8b83646\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Du kanske ocks\u00e5 \u00e4r intresserad av: <\/h4>\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-4c72875a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c72875a\" data-element_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-inner-column elementor-element elementor-element-3b3a3e64\" data-id=\"3b3a3e64\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1636deac elementor-widget elementor-widget-image\" data-id=\"1636deac\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.idus.se\/blogg\/tillstandsbaserat-underhall\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"404\" src=\"https:\/\/www.idus.se\/wp-content\/uploads\/2021\/03\/Du-kanske-ocksa-ar-intresserad-av-tillstandsbaserat-underhall.jpg\" class=\"elementor-animation-grow attachment-medium_large size-medium_large wp-image-17962\" alt=\"\" srcset=\"https:\/\/www.idus.se\/wp-content\/uploads\/2021\/03\/Du-kanske-ocksa-ar-intresserad-av-tillstandsbaserat-underhall.jpg 768w, https:\/\/www.idus.se\/wp-content\/uploads\/2021\/03\/Du-kanske-ocksa-ar-intresserad-av-tillstandsbaserat-underhall-300x158.jpg 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-3ead9e73 elementor-widget elementor-widget-heading\" data-id=\"3ead9e73\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.idus.se\/blogg\/tillstandsbaserat-underhall\/\">Tillst\u00e5ndsbaserat underh\u00e5ll, framg\u00e5ng och koncept<\/a><\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bf948d1 elementor-icon-list--layout-inline elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2bf948d1\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-user\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224 256c70.7 0 128-57.3 128-128S294.7 0 224 0 96 57.3 96 128s57.3 128 128 128zm89.6 32h-16.7c-22.2 10.2-46.9 16-72.9 16s-50.6-5.8-72.9-16h-16.7C60.2 288 0 348.2 0 422.4V464c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48v-41.6c0-74.2-60.2-134.4-134.4-134.4z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Annette larsson<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-clock\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256,8C119,8,8,119,8,256S119,504,256,504,504,393,504,256,393,8,256,8Zm92.49,313h0l-20,25a16,16,0,0,1-22.49,2.5h0l-67-49.72a40,40,0,0,1-15-31.23V112a16,16,0,0,1,16-16h32a16,16,0,0,1,16,16V256l58,42.5A16,16,0,0,1,348.49,321Z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">10 minuter<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-129511c8\" data-id=\"129511c8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4453649 elementor-widget elementor-widget-image\" data-id=\"4453649\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.idus.se\/tjanster\/underhallsutveckling\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"404\" src=\"https:\/\/www.idus.se\/wp-content\/uploads\/2021\/11\/Underhallsutveckling.jpg\" class=\"elementor-animation-grow attachment-medium_large size-medium_large wp-image-14966\" alt=\"\" srcset=\"https:\/\/www.idus.se\/wp-content\/uploads\/2021\/11\/Underhallsutveckling.jpg 768w, https:\/\/www.idus.se\/wp-content\/uploads\/2021\/11\/Underhallsutveckling-300x158.jpg 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-107c4696 elementor-widget elementor-widget-heading\" data-id=\"107c4696\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.idus.se\/tjanster\/underhallsutveckling\/\">Underh\u00e5llsutveckling - Vad det \u00e4r och hur ni lyckas<\/a><\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-346c0bcf elementor-icon-list--layout-inline elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"346c0bcf\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-user\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224 256c70.7 0 128-57.3 128-128S294.7 0 224 0 96 57.3 96 128s57.3 128 128 128zm89.6 32h-16.7c-22.2 10.2-46.9 16-72.9 16s-50.6-5.8-72.9-16h-16.7C60.2 288 0 348.2 0 422.4V464c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48v-41.6c0-74.2-60.2-134.4-134.4-134.4z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Annette Larsson<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-clock\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256,8C119,8,8,119,8,256S119,504,256,504,504,393,504,256,393,8,256,8Zm92.49,313h0l-20,25a16,16,0,0,1-22.49,2.5h0l-67-49.72a40,40,0,0,1-15-31.23V112a16,16,0,0,1,16-16h32a16,16,0,0,1,16,16V256l58,42.5A16,16,0,0,1,348.49,321Z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">8 minuter<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-71d7535a elementor-section-content-middle elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"71d7535a\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-50 elementor-top-column elementor-element elementor-element-2ecbdc65\" data-id=\"2ecbdc65\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b2ac4a elementor-widget elementor-widget-heading\" data-id=\"5b2ac4a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Bli f\u00f6rb\u00e4ttringsledare f\u00f6r er verksamhet och kom ig\u00e5ng med Idus idag. <\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1815850e elementor-align-center elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"1815850e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.idus.se\/idus-underhallssystem\/\">\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\">Utforska Idus nu<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-53fee023\" data-id=\"53fee023\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ea87ed2 elementor-widget elementor-widget-image\" data-id=\"5ea87ed2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"384\" src=\"https:\/\/www.idus.se\/wp-content\/uploads\/2021\/09\/Idus_Enheter_aktivitetslista_arbetsorder_app-1024x492.png\" class=\"attachment-large size-large wp-image-13771\" alt=\"\" srcset=\"https:\/\/www.idus.se\/wp-content\/uploads\/2021\/09\/Idus_Enheter_aktivitetslista_arbetsorder_app-1024x492.png 1024w, https:\/\/www.idus.se\/wp-content\/uploads\/2021\/09\/Idus_Enheter_aktivitetslista_arbetsorder_app-300x144.png 300w, https:\/\/www.idus.se\/wp-content\/uploads\/2021\/09\/Idus_Enheter_aktivitetslista_arbetsorder_app-768x369.png 768w, https:\/\/www.idus.se\/wp-content\/uploads\/2021\/09\/Idus_Enheter_aktivitetslista_arbetsorder_app.png 1058w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Prediktivt underh\u00e5ll Det stora spr\u00e5nget att inte missa Introduktion P\u00e5 bara ett par \u00e5r har prediktivt underh\u00e5ll g\u00e5tt fr\u00e5n att vara en resurskr\u00e4vande och avancerad aktivitet till n\u00e5got enkelt och snabbt att inf\u00f6ra. Idag kan alla verksamheter oavsett storlek vara i g\u00e5ng med prediktivt underh\u00e5ll p\u00e5 mycket kort tid tack vare l\u00e5ga investeringskostnader och maskininl\u00e4rning. [&hellip;]<\/p>\n","protected":false},"author":20,"featured_media":16201,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[993],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.6 (Yoast SEO v22.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Prediktivt underh\u00e5ll, det stora spr\u00e5nget att inte missa | Idus underh\u00e5llsblogg<\/title>\n<meta name=\"description\" content=\"Prediktivt underh\u00e5ll har blivit enkelt att s\u00e4tta upp och dra nytta av. 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