{"id":4084,"date":"2019-11-07T17:24:47","date_gmt":"2019-11-07T16:24:47","guid":{"rendered":"http:\/\/52.29.152.78\/2019\/11\/07\/machine-data-acquisition-in-the-production\/"},"modified":"2024-05-03T16:23:30","modified_gmt":"2024-05-03T15:23:30","slug":"machine-data-acquisition-in-production","status":"publish","type":"post","link":"https:\/\/selfbits.de\/en\/2019\/11\/07\/machine-data-acquisition-in-production\/","title":{"rendered":"Machine data acquisition in production"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4084\" class=\"elementor elementor-4084 elementor-2147\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1f1aac0 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"1f1aac0\" 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-e8111c4\" data-id=\"e8111c4\" 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-a7a42ff elementor-widget elementor-widget-heading\" data-id=\"a7a42ff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 08-05-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Machine data acquisition in production (MDA)<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d04d98d elementor-widget elementor-widget-spacer\" data-id=\"d04d98d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 08-05-2024 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eac2669 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eac2669\" 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-532bffc\" data-id=\"532bffc\" 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-330e23d elementor-widget elementor-widget-text-editor\" data-id=\"330e23d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 08-05-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>The <a href=\"https:\/\/selfbits.de\/en\/learn\/digital-production-industry-4-0\/\">digital transformation<\/a> is not only finding its way into all areas of life, but also into the everyday work of every industry.<\/p>\n<p>However, there are clear differences in the <strong>pace of change<\/strong>. The IT and media industries feel the <strong>change abruptly and profoundly<\/strong> &#8211; even through the discontinuation of business models.<\/p>\n<p>In the field of <strong>mechanical engineering<\/strong>, the digitization of the 21st century is only gradually being introduced.<\/p>\n<p>Although <strong>programmable logic controllers<\/strong> have replaced hardwired controllers long ago, the step towards <strong>machine park networks<\/strong>, <strong>digital shadows of production<\/strong> and <strong>real-time evaluation<\/strong> is still to come.<\/p>\n<figure id=\"attachment_2135\" aria-describedby=\"caption-attachment-2135\" style=\"width: 590px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-2135 size-full\" src=\"\/wp-content\/uploads\/2019\/01\/BDE-Darstellung_590x415.png\" alt=\"EDV Pyramide: ERP, MES, BDE und MDE bauen auf dem Shopfloor auf. Plandaten wandern von oben nach unten durch das Unternehmen und R\u00fcckmeldedaten von unten nach oben.\" width=\"590\" height=\"415\" \/><figcaption id=\"caption-attachment-2135\" class=\"wp-caption-text\">EDP Pyramid: ERP, MES, PDA and MDA build on the shop floor. Plan data travels from top to bottom through the enterprise and feedback data ideally from bottom to top.<\/figcaption><\/figure>\n<p>The <strong>acquisition of machine data<\/strong> is a <strong>core element<\/strong> for this. Because it is the central building block in the <em>EDP pyramid<\/em> of a company.<\/p>\n<p>First, master data, parts lists and other <strong>planning data<\/strong> are taken from the ERP system and, if necessary, transmitted to a Manufacturing Execution System (<a href=\"https:\/\/selfbits.de\/en\/what-is-an-mes-system\/\">MES<\/a>). There they are combined with plant orders and finally forwarded to the shop floor as an attachment to production orders.<\/p>\n<p>On your shop floor <strong>valuable information<\/strong> such as production and downtimes as well as good and bad quantities are produced during processing.<\/p>\n<p><span style=\"font-size: 16.0016px;\">If you collect and use this information as <strong>feedback data<\/strong>, you can <strong>analyze production orders<\/strong> and <strong>optimize processes<\/strong> according to<\/span><span style=\"font-size: 16.0016px;\"><b>\u00a0<\/b><\/span><a href=\"\/en\/2019\/10\/16\/total-plant-efficiency-oee\/\" target=\"_blank\" rel=\"noopener\">OEE<\/a><span style=\"font-size: 16.0016px;\"><b> <\/b>.\u00a0<\/span><\/p>\n<p>In the following, we will explain possible technical implementations for successful machine data acquisition.<\/p>\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-fb7038b elementor-widget elementor-widget-heading\" data-id=\"fb7038b\" 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\">Technical implementation of machine data acquisition<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1640938 elementor-widget elementor-widget-heading\" data-id=\"1640938\" 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\">Schematic structure of the machine data acquisition (MDE)<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90600fc elementor-widget elementor-widget-image\" data-id=\"90600fc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 08-05-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/selfbits.de\/wp-content\/uploads\/elementor\/thumbs\/MDE-System-2-ouyvqibu3l4zew3bqr0v2fg09cxydxr7vtz6ctqm80.jpg\" title=\"MDE Schematischer Aufbau\" alt=\"Schemata Maschinendaten Erfassung, Auswertung und Verteilung\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Schematischer Aufbau der Maschinendatenerfassung (MDE) von Erfassung hin zu Analyse und Aufbereitung. <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-0660cea elementor-widget elementor-widget-text-editor\" data-id=\"0660cea\" 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><strong>Machine data acquisition<\/strong> refers to the interface between the machines where information is generated and the information processing.<\/p>\n<p>The recorded data can be subdivided into <strong>product data<\/strong> and <strong>process data<\/strong>. Product and process data can be reused in two ways. On the one hand, they can be incorporated directly into the machine control as influencing variables.<\/p>\n<p>On the other hand, they provide you with a <strong>central data source<\/strong> for <a href=\"\/en\/2019\/09\/11\/operational-data-collection-in-production\/\">production data collection<\/a> and form the basis of every <strong>data-based control<\/strong> and evaluation. They can analyze production processes precisely, uncover <strong>optimization potentials<\/strong> and realize productivity increases in the sense of the <strong>continuous improvement<\/strong> process.<\/p>\n<p>You can implement the machine data acquisition technically both automatically and manually.<\/p>\n<p><strong>Automatic recording<\/strong> has the advantage that it always runs in the background and can not be forgotten. Modern machines usually offer interfaces such as e.g. the communication standard <a href=\"https:\/\/selfbits.de\/en\/what-is-opc-ua\/\">OPC-UA<\/a> or the serial standard <a href=\"http:\/\/en.wikipedia.org\/wiki\/RS-232\">RS-232<\/a>. Among other things, these interfaces can be used to obtain data on the condition of the machine as well as set-up and processing times directly from the machine control. This ensures excellent data quality.<\/p>\n<p>If you have an existing machine park without interfaces, <a href=\"https:\/\/selfbits.de\/en\/retrofitting\/\">Retrofitting<\/a> offers a method for automatic detection. Retrofitting in this context refers to adding sensors to machines.\u00a0Depending on the manufacturing process, these record meaningful data, such as specific load profile, movement or acceleration, in order to obtain therefrom characteristics such as e.g. Lead time and quantities for you to generate.<\/p>\n<p>If your manufacturing processes or parts of them do not allow retro-fitting, a manual capture is a suitable alternative. For these, either the machines are equipped with message stations, in the form of standard tablets, or made available to employees smartphones. Both devices have the Selfbits Manufacturing Suite app installed, allowing you and your employees to capture job and machine related data.<\/p>\n<p>The Selfbits Manufacturing Suite provides the required master data as well as current production orders on the terminals as MES.<\/p>\n<p>The <a href=\"https:\/\/selfbits.de\/en\/solutions\/machine-data-collection\/\">Selfbits Manufacturing Suite<\/a> allows you to combine all three methods for machine data acquisition with its modular design.<\/p>\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-787787b elementor-widget elementor-widget-spacer\" data-id=\"787787b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dd50fdc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dd50fdc\" 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-top-column elementor-element elementor-element-1a3449f\" data-id=\"1a3449f\" 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-d82980c elementor-cta--layout-image-right elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"d82980c\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/selfbits.de\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-call-to-action.min.css\">\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/selfbits.de\/wp-content\/uploads\/2019\/03\/Meldung_800x600.png);\" role=\"img\" aria-label=\"Meldung_800x600\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-cta__image\">\n\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"768\" src=\"https:\/\/selfbits.de\/wp-content\/uploads\/2019\/03\/MDE@1.5x.png\" class=\"attachment-full size-full wp-image-2339\" alt=\"\" srcset=\"https:\/\/selfbits.de\/wp-content\/uploads\/2019\/03\/MDE@1.5x.png 768w, https:\/\/selfbits.de\/wp-content\/uploads\/2019\/03\/MDE@1.5x-150x150.png 150w, https:\/\/selfbits.de\/wp-content\/uploads\/2019\/03\/MDE@1.5x-300x300.png 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tMDA by Selfbits\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t<p>Learn more about our MDA solutions<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"https:\/\/selfbits.de\/en\/solutions\/machine-data-collection\/\">\n\t\t\t\t\t\tFind out more\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/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-6c3b975\" data-id=\"6c3b975\" 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-c0754eb elementor-widget elementor-widget-heading\" data-id=\"c0754eb\" 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\"><b>Selfbits Shopfloor Solutions<\/b><br>Boost your success<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98a8684 elementor-widget elementor-widget-text-editor\" data-id=\"98a8684\" 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 class=\"MsoNormal\">Utilize Selfbits&#8217; flexible machine data capture solutions to optimize your utilization and reduce waste.<\/p>\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-02e23f6 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"02e23f6\" 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-md\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6NDE2NiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-right\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Start today!<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-720635e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"720635e\" 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-38e136e\" data-id=\"38e136e\" 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-6ebceb4 elementor-widget elementor-widget-spacer\" data-id=\"6ebceb4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Machine data acquisition in production (MDA) The digital transformation is not only finding its way into all areas of life, but also into the everyday work of every industry. However, there are clear differences in the pace of change. The IT and media industries feel the change abruptly and profoundly &#8211; even through the discontinuation [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[33,30],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine data acquisition in production - Selfbits GmbH<\/title>\n<meta name=\"description\" content=\"Do you collect your valuable machine data? 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