{"id":1041,"date":"2025-01-21T13:30:23","date_gmt":"2025-01-21T12:30:23","guid":{"rendered":"https:\/\/www.mkware.de\/?post_type=lexikon&#038;p=1041"},"modified":"2025-10-23T13:37:48","modified_gmt":"2025-10-23T11:37:48","slug":"machine-data-collection","status":"publish","type":"lexikon","link":"https:\/\/www.mkware.de\/en\/lexicon\/machine-data-collection\/","title":{"rendered":"Machine data acquisition"},"content":{"rendered":"<section class=\"l-section wpb_row height_large full_height valign_center\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_middle type_default stacking_default\" style=\"--columns-gap:1.5rem;\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><span><span><span><a href=\"https:\/\/www.mkware.de\/en\/\">Home page<\/a><\/span><\/span><\/span><\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h1>What is machine data acquisition (MDA)?<\/h1>\n<p><strong>Machine data acquisition<\/strong>, short<span>\u00a0<\/span><strong>MDE<\/strong>is a technology that is used to record and analyze machine operating data. The close link with <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.mkware.de\/en\/lexicon\/mes\/\">Manufacturing Execution Systems<\/a><\/span>\u00a0(MES) and the <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.mkware.de\/en\/lexicon\/pda\/\">Production data acquisition<\/a><\/span> (PDA) enables companies to gain a comprehensive overview and control of their production processes. Machine data acquisition is often used in factories and production facilities and is intended to support error monitoring and problem diagnosis. <strong>Machine data acquisition systems<\/strong> can record machine functions, machine statuses, processes and environmental conditions. In addition, some systems also allow the operation of the machine by the employee to be recorded and monitored.<\/p>\n<p>Machine data acquisition forms the<span>\u00a0<\/span><strong>Interface between devices in production and information processing in companies<\/strong>. Recording machine data creates greater transparency and therefore helps to optimize production processes in the long term. MDC is a major step towards the digitalization of production.<\/p>\n<p>Read this article to find out how machine data acquisition works and why it is an asset to your company.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-btn-wrapper align_left\"><a class=\"w-btn us-btn-style_1\" href=\"\/en\/demo\/\"><span class=\"w-btn-label\">Request a software demo from MK|Ware<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row us_custom_c70c97eb height_large\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2>What is the aim of machine data acquisition?<\/h2>\n<p>The overriding aim of machine data acquisition is to<span>\u00a0<\/span><strong>increase productivity in the long term<\/strong>. Analysis of the data can result in more efficient machine utilization and better order planning.<\/p>\n<h3><b>MDE systems perform the following tasks:<br \/><\/b><\/h3>\n<div class=\"elementor-element elementor-element-f178e2f dots elementor-widget elementor-widget-text-editor\" data-id=\"f178e2f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<ul>\n<li><strong>Production quantity recording:<\/strong> MDC systems continuously record the number of units produced. This information is essential for production planning and inventory management. It enables companies to monitor and achieve their production targets by ensuring that production output meets expectations.<\/li>\n<li><strong>Real-time monitoring:<\/strong> One of the key features of modern MDC systems is the ability to monitor machine and production data in real time. This includes monitoring machine conditions, operating speeds, temperature, pressure and other critical parameters that can affect production performance and safety.<\/li>\n<li><strong>Fault messages:<\/strong> MDC systems are able to detect anomalies and potential errors in production. They automatically send warnings and fault messages to the operating personnel or maintenance teams, enabling a rapid response to problems and minimizing downtime.<\/li>\n<li><strong>Analysis of production data and faults:<\/strong> By collecting and analyzing production data, MDC systems help to gain deeper insights into the production process. This makes it possible to identify the causes of faults, evaluate process efficiency and implement continuous improvement measures.<\/li>\n<li><strong>Storage of analysis data in the cloud:<\/strong> The integration of cloud technologies enables MDE systems to securely store and access large amounts of production data. This facilitates access to data for analysis purposes, improves collaboration between different locations and supports data-driven decision-making across geographical and organizational boundaries.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div><\/div><div class=\"w-image align_none\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"940\" height=\"605\" src=\"https:\/\/www.mkware.de\/wp-content\/uploads\/mkware-maschinendatenerfassung.png\" class=\"attachment-large size-large\" alt=\"MKWare machine data acquisition\" loading=\"lazy\" srcset=\"https:\/\/www.mkware.de\/wp-content\/uploads\/mkware-maschinendatenerfassung.png 1066w, https:\/\/www.mkware.de\/wp-content\/uploads\/mkware-maschinendatenerfassung-600x386.png 600w, https:\/\/www.mkware.de\/wp-content\/uploads\/mkware-maschinendatenerfassung-400x257.png 400w\" sizes=\"auto, (max-width: 940px) 100vw, 940px\" \/><\/div><\/div><div class=\"w-separator size_medium\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2>What does machine data consist of?<\/h2>\n<p>Machine data can be very diverse. In addition to information such as capacity utilization or machine status, machine data also includes the production quantity and energy consumption. There are two types of machine data, which are<span>\u00a0<\/span><b>Process data<\/b><span>\u00a0<\/span>and the<span>\u00a0<\/span><b>Product data<\/b>.<\/p>\n<\/div><\/div><div class=\"w-separator size_medium\"><\/div><div class=\"g-cols wpb_row via_grid cols_2 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\" style=\"--columns-gap:3rem;\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3><b>Process data<\/b><\/h3>\n<ul>\n<li>Data relating to the operation of the machine<\/li>\n<li>Serve to monitor the production process<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3><b>Product data<\/b><\/h3>\n<ul>\n<li>Data is generated in the course of production<\/li>\n<li>Measurements of the production units<\/li>\n<li>Allow quality analysis of production<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3>What production data is available?<\/h3>\n<p>The production data serve as <b>Key figures for industrial performance<\/b> &gt;and provide information about the quality of production. The relevant data can be <b>qualitative<\/b> as well as <b>Quantitative<\/b> and vary depending on the type of product. For example, they relate to the weight, thickness, temperature during production or even the number of units produced.<\/p>\n<h2>Extended functions of modern MDE systems: increasing production output\u00a0<\/h2>\n<p>Modern machine data acquisition systems not only offer basic data acquisition functions, but also use advanced technologies to optimize production processes in <strong>Real time<\/strong> monitoring and optimization. These systems are crucial for companies looking for ways to increase their efficiency, <strong>Reduce production costs<\/strong> and improve the quality of their products. They go far beyond traditional methods by enabling complex data analyses and supporting preventive measures that lead to significant improvements in the quality of their products. <strong>Improving the overall performance of production<\/strong> lead.<\/p>\n<h3><strong>Real-time monitoring and interfaces<\/strong><\/h3>\n<p>The MDC systems enable continuous monitoring of machine performance through automatic data acquisition. By using standardized interfaces such as MK | Connect, these systems can continuously collect and process data on machine conditions such as runtime, faults, energy consumption and capacity utilization.<\/p>\n<h3><strong>Integration in Manufacturing Execution Systems (MES)<\/strong><\/h3>\n<p>Integration into MES systems enables comprehensive visualization of production data. Dashboards provide decision-makers with direct access to critical performance indicators, which speeds up decision-making and improves responsiveness to production changes.<\/p>\n<h3><strong>Application of digital twins<\/strong><\/h3>\n<p>Machine data acquisition systems are considered the basis for digital twins. These provide a virtual representation of the physical machines and make it possible to simulate and analyze production processes without affecting the real plant. This not only reduces the risk and costs associated with physical testing, but also enables more precise planning and optimization of production processes.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_large\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2>What are the advantages of machine data acquisition software?<\/h2>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p>Digitalization is an important success factor in industry. Just how important digitalized machine data acquisition is for increasing productivity becomes clear when you take a look at the benefits.<\/p>\n<h3><b>Software for machine data acquisition - these are the advantages at a glance<\/b><\/h3>\n<ul>\n<li><strong>Reduction of downtimes:<\/strong> Our MDE system monitors machines in real time, detecting irregularities and potential faults at an early stage. This enables preventive maintenance interventions before costly breakdowns occur.<\/li>\n<li><strong>Optimization of machine availability:<\/strong> By continuously recording and analyzing operating data, companies can maximize the uptime of their systems. The systems help to plan the optimal use of machines and minimize downtimes.<\/li>\n<li><strong>Better planning of maintenance work:<\/strong> The MDE software makes it possible to plan maintenance work based on actual machine data instead of relying on estimates or set intervals. This leads to more efficient maintenance and can extend the service life of the machines.<\/li>\n<li><strong>Valuable findings for quality management:<\/strong> Thanks to the detailed recording and analysis of production data, quality defects can be identified more quickly and their causes analyzed precisely. This improves product quality and reduces rework and scrap costs.<\/li>\n<li><strong>Support for strategic decisions:<\/strong> Analyzing the collected data enables managers to make informed decisions about investments, process changes and innovations. The data provides the basis for strategic planning and long-term improvements.<\/li>\n<\/ul>\n<p>The MDE software from MK|Ware helps your company to increase productivity and thus maintain its competitiveness in the long term.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row us_custom_c70c97eb height_large\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2>Digitalization of production - <m-k>MDE software from MK|Ware<\/m-k><\/h2>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><span style=\"text-decoration: underline;\"><a title=\"MK | Code\" href=\"\/en\/software\/mkcode\/\">MK|Code<\/a><\/span><span>\u00a0<\/span>is a<span>\u00a0<\/span><strong>Innovative software for machine data acquisition<\/strong>. It can be used to record production cycles and optimize manufacturing processes. Important questions about the production process or the performance of the machine can be answered directly - for more transparency, efficiency and to reduce costs. With our MK|Code software, we guarantee you complete traceability in every industry.<\/p>\n<p>In addition to the use of our MK|Code software, a combination of this and our products is essential for integrated machine data acquisition.<span>\u00a0<\/span><span style=\"text-decoration: underline;\"><a title=\"MK | MES\" href=\"\/en\/software\/mkmes\/\">MK|MES<\/a><\/span><span>\u00a0<\/span>and<span>\u00a0<\/span><span style=\"text-decoration: underline;\"><a title=\"MK | Performance\" href=\"\/en\/software\/mkperformance\/\">MK|Performance<\/a><\/span><span>\u00a0<\/span>recommendable.<\/p>\n<p>A major advantage of the MK|Ware software: it works<span>\u00a0<\/span><strong>manufacturer-independent<\/strong><span>\u00a0<\/span>and can therefore be optimally implemented in existing infrastructures. It is also individually scalable to your company's production processes.<\/p>\n<p>Discover tomorrow's production possibilities today with the help of our analyses -<span>\u00a0<\/span>arrange an appointment now <span style=\"text-decoration: underline;\"><a title=\"non-binding consultation appointment\" href=\"\/en\/contact\/\">non-binding consultation appointment<\/a><\/span>. We look forward to your inquiry.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-btn-wrapper align_left\"><a class=\"w-btn us-btn-style_1\" href=\"\/en\/contact\/\"><span class=\"w-btn-label\">Arrange a free consultation now<\/span><\/a><\/div><div class=\"w-separator size_medium\"><\/div><div class=\"w-image align_none\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"940\" height=\"592\" src=\"https:\/\/www.mkware.de\/wp-content\/uploads\/MES-Software-Prozessueberblick-mit-MK-Ware-1280x806.png\" class=\"attachment-large size-large\" alt=\"MES software Process overview with MK Ware\" loading=\"lazy\" srcset=\"https:\/\/www.mkware.de\/wp-content\/uploads\/MES-Software-Prozessueberblick-mit-MK-Ware-1280x806.png 1280w, https:\/\/www.mkware.de\/wp-content\/uploads\/MES-Software-Prozessueberblick-mit-MK-Ware-600x378.png 600w, https:\/\/www.mkware.de\/wp-content\/uploads\/MES-Software-Prozessueberblick-mit-MK-Ware-18x12.png 18w, https:\/\/www.mkware.de\/wp-content\/uploads\/MES-Software-Prozessueberblick-mit-MK-Ware-400x252.png 400w, https:\/\/www.mkware.de\/wp-content\/uploads\/MES-Software-Prozessueberblick-mit-MK-Ware.png 2029w\" sizes=\"auto, (max-width: 940px) 100vw, 940px\" \/><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row us_custom_c70c97eb height_large\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2>FAQ - Machine data acquisition (MDE)<\/h2>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-tabs style_default switch_click accordion has_scrolling\" style=\"--sections-title-size:inherit\"><div class=\"w-tabs-sections titles-align_none icon_chevron cpos_right\"><div class=\"w-tabs-section\" id=\"n1f5\"><button class=\"w-tabs-section-header\" aria-controls=\"content-n1f5\" aria-expanded=\"false\"><h3 class=\"w-tabs-section-title\">What data is recorded by MDE?<\/h3><div class=\"w-tabs-section-control\"><\/div><\/button><div  class=\"w-tabs-section-content\" id=\"content-n1f5\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p>Typical dates are<\/p>\n<ul>\n<li>Process data such as machine statuses, running and downtimes, temperatures, pressures or energy values.<\/li>\n<li>Production data such as quantities, rejects, quality characteristics or weight data.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"w-tabs-section\" id=\"e7d8\"><button class=\"w-tabs-section-header\" aria-controls=\"content-e7d8\" aria-expanded=\"false\"><h3 class=\"w-tabs-section-title\">What advantages does the MDE offer?<\/h3><div class=\"w-tabs-section-control\"><\/div><\/button><div  class=\"w-tabs-section-content\" id=\"content-e7d8\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><ul>\n<li>Transparency through real-time monitoring of all machines.<\/li>\n<li>Increased productivity through optimized machine utilization and reduced downtimes.<\/li>\n<li>Early fault detection through automatic messages in the event of faults.<\/li>\n<li>Improvement of key figures such as Overall Equipment Effectiveness (OEE).<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"w-tabs-section\" id=\"zd60\"><button class=\"w-tabs-section-header\" aria-controls=\"content-zd60\" aria-expanded=\"false\"><h3 class=\"w-tabs-section-title\">How does MDE work technically?<\/h3><div class=\"w-tabs-section-control\"><\/div><\/button><div  class=\"w-tabs-section-content\" id=\"content-zd60\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p>Data is recorded directly via machine controls or additional sensors. The data is forwarded to higher-level systems via interfaces such as OPC, where it is analysed, visualized and used for control processes.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"w-tabs-section\" id=\"i2c7\"><button class=\"w-tabs-section-header\" aria-controls=\"content-i2c7\" aria-expanded=\"false\"><h3 class=\"w-tabs-section-title\">How does MDE differ from BDE and MES?<\/h3><div class=\"w-tabs-section-control\"><\/div><\/button><div  class=\"w-tabs-section-content\" id=\"content-i2c7\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><ul>\n<li>MDE records technical machine data.<\/li>\n<li>PDC (production data acquisition) supplements organizational information such as order or personnel data.<\/li>\n<li>MES (Manufacturing Execution System) integrates MDE and BDE in order to plan, control and monitor production processes holistically.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"w-tabs-section\" id=\"p7d6\"><button class=\"w-tabs-section-header\" aria-controls=\"content-p7d6\" aria-expanded=\"false\"><h3 class=\"w-tabs-section-title\">What is MDE used for in Industry 4.0?<\/h3><div class=\"w-tabs-section-control\"><\/div><\/button><div  class=\"w-tabs-section-content\" id=\"content-p7d6\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p>MDE is a central component of the Smart Factory. Typical fields of application are<\/p>\n<ul>\n<li>Predictive maintenance.<\/li>\n<li>Digital twins that virtually depict real production facilities.<\/li>\n<li>IoT and cloud solutions that enable cross-location analyses.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-html\"><script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Welche Daten werden durch MDE erfasst?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Typische Daten sind:\\nProzessdaten wie Maschinenzust\\u00e4nde, Lauf- und Stillstandzeiten, Temperaturen, Dr\\u00fccke oder Energiewerte.\\nProduktionsdaten wie St\\u00fcckzahlen, Ausschuss, Qualit\\u00e4tsmerkmale oder Gewichtsdaten.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Welche Vorteile bietet die MDE?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Transparenz durch Echtzeit-Monitoring aller Maschinen.\\nSteigerung der Produktivit\\u00e4t durch optimierte Maschinenauslastung und reduzierte Stillstandszeiten.\\nFehlerfr\\u00fcherkennung durch automatische Meldungen bei St\\u00f6rungen.\\nVerbesserung von Kennzahlen wie der Overall Equipment Effectiveness (OEE).\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Wie funktioniert MDE technisch? \",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Die Erfassung erfolgt direkt \\u00fcber Maschinensteuerungen oder zus\\u00e4tzliche Sensorik. \\u00dcber Schnittstellen wie OPC werden die Daten an \\u00fcbergeordnete Systeme weitergegeben, wo sie analysiert, visualisiert und f\\u00fcr Steuerungsprozesse genutzt werden.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Wie unterscheidet sich MDE von BDE und MES?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"MDE erfasst technische Maschinendaten.\\nBDE (Betriebsdatenerfassung) erg\\u00e4nzt organisatorische Informationen wie Auftrags- oder Personaldaten.\\nMES (Manufacturing Execution System) integriert MDE und BDE, um Produktionsprozesse ganzheitlich zu planen, zu steuern und zu \\u00fcberwachen.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Wof\\u00fcr wird MDE in der Industrie 4.0 genutzt?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"MDE ist ein zentraler Baustein der Smart Factory. Typische Anwendungsfelder sind:\\nPredictive Maintenance, also die vorausschauende Wartung.\\nDigitale Zwillinge, die reale Produktionsanlagen virtuell abbilden.\\nIoT- und Cloud-L\\u00f6sungen, die standort\\u00fcbergreifende Analysen erm\\u00f6glichen.\"\n            }\n        }\n    ]\n}<\/script><\/div><\/div><\/div><\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"Startseite Was ist Maschinendatenerfassung (MDE)? Maschinendatenerfassung, kurz\u00a0MDE, ist eine Technik, die verwendet wird, um Maschinenbetriebsdaten zu erfassen und zu analysieren. Die enge Verkn\u00fcpfung mit Manufacturing Execution Systems\u00a0(MES) und der Betriebsdatenerfassung (BDE) erm\u00f6glicht es Unternehmen, eine umfassende \u00dcbersicht und Kontrolle \u00fcber ihre Produktionsprozesse zu gewinnen. Maschinendatenerfassung wird h\u00e4ufig in Fabriken und Produktionsst\u00e4tten eingesetzt und soll bei...","protected":false},"featured_media":0,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1041","lexikon","type-lexikon","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Maschinendatenerfassung: Aufgaben &amp; Nutzen<\/title>\n<meta name=\"description\" content=\"Was ist Maschinendatenerfassung? \u00bb Welche Aufgaben l\u00f6st eine MDE-Software? \u2713 So steigern Sie die Produktivit\u00e4t in der Fertigung.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mkware.de\/en\/lexicon\/machine-data-collection\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Maschinendatenerfassung: Aufgaben &amp; Nutzen\" \/>\n<meta property=\"og:description\" content=\"Was ist Maschinendatenerfassung? 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