{"id":13103,"date":"2025-06-16T11:24:47","date_gmt":"2025-06-16T10:24:47","guid":{"rendered":"https:\/\/selfbits.de\/uncategorized\/operational-data-collection-in-production-2\/"},"modified":"2025-06-26T12:48:20","modified_gmt":"2025-06-26T11:48:20","slug":"operational-data-collection-in-production","status":"publish","type":"post","link":"https:\/\/selfbits.de\/en\/learn\/digital-production-i40\/operational-data-collection-in-production\/","title":{"rendered":"Operational data collection in production"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13103\" class=\"elementor elementor-13103 elementor-11862\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-251fc209 e-flex e-con-boxed e-con e-parent\" data-id=\"251fc209\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7b6d3766 e-con-full e-flex e-con e-child\" data-id=\"7b6d3766\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6efb4da e-con-full e-flex e-con e-child\" data-id=\"6efb4da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7506926 elementor-widget elementor-widget-breadcrumbs\" data-id=\"7506926\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/selfbits.de\/en\/\">Startseite<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b54c877 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"3b54c877\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Operational data collection in production<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7d9ff1 elementor-widget elementor-widget-text-editor\" data-id=\"d7d9ff1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tOperational data collection in production refers to the collection, recording, and evaluation of data that comes directly from the production process. These data can include information such as machine run times, downtimes, production quantities, quality parameters, and material consumption. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4070d13e e-con-full e-flex e-con e-child\" data-id=\"4070d13e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12a90d01 elementor-widget elementor-widget-image\" data-id=\"12a90d01\" data-element_type=\"widget\" data-e-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\t<img fetchpriority=\"high\" decoding=\"async\" width=\"590\" height=\"415\" src=\"https:\/\/selfbits.de\/wp-content\/uploads\/2019\/01\/BDE-Darstellung_590x415.png\" class=\"attachment-large size-large wp-image-4041\" alt=\"Das Bild zeigt die EDV-Pyramide eines produzierenden Unternehmens. Auf der unteren Ebene befinden sich die Betriebsdatenerfassung (BDE) und Maschinendatenerfassung (MDE). Dar\u00fcber steht das MES-System. An der Spitze befindet sich das ERP-System. Planmeldedaten werden von oben nach unten und R\u00fcckmeldedaten werden von unten nach oben durch die Schichten \u00fcbergeben.\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-527c0715 elementor-widget elementor-widget-text-editor\" data-id=\"527c0715\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Image: Sample illustration<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-630f47a8 e-con-full e-flex e-con e-child\" data-id=\"630f47a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-523dc72 elementor-widget elementor-widget-heading\" data-id=\"523dc72\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Introduction<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c1072d7 e-con-full e-flex e-con e-child\" data-id=\"4c1072d7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14f9861 elementor-widget elementor-widget-text-editor\" data-id=\"14f9861\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Industrial companies are feeling an increasing pressure to adapt themselves to the changing environment. Medium-sized companies in particular are currently facing a wide range of challenges. At the same time, these changes offer enormous opportunities and potential. In order to remain competitive in the future, small and medium-sized enterprises must reposition themselves and face the challenges.<\/p><p> <\/p><p>Implementing digital solutions can help companies streamline business processes, increase productivity, and open up new business areas. The step towards a digital future is not too far. The key to increased efficiency and thus increased profit lies in the networking and use of information that is generated daily in every company. The collection of this operating data is a prerequisite for the automation of production control and thus a central step on the way to a smart factory.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-390404e5 e-con-full e-flex e-con e-child\" data-id=\"390404e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59134c14 elementor-widget elementor-widget-heading\" data-id=\"59134c14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Operational data collection as a basis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51b4b31f e-con-full e-flex e-con e-child\" data-id=\"51b4b31f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-216f7131 elementor-widget elementor-widget-text-editor\" data-id=\"216f7131\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c8427b5 elementor-widget elementor-widget-text-editor\" data-id=\"c8427b5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>Many companies already use <a href=\"https:\/\/selfbits.de\/en\/learn\/what-is-an-erp-system\/\">ERP<\/a>, <a href=\"https:\/\/de.wikipedia.org\/wiki\/PPS-System\">PPS<\/a>, <a href=\"https:\/\/de.wikipedia.org\/wiki\/Computer-aided_manufacturing\">CAM<\/a>, or <a href=\"https:\/\/selfbits.de\/en\/learn\/digital-production-i40\/what-is-an-mes-system\/\">MES<\/a> systems. However, a comprehensive operational data collection, which enables a transparent view of the actual state of production, is not possible without a corresponding module. <\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39054325 e-con-full e-flex e-con e-child\" data-id=\"39054325\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-488c30d3 elementor-widget elementor-widget-heading\" data-id=\"488c30d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">ERP<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d539774 elementor-widget elementor-widget-text-editor\" data-id=\"4d539774\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-1471\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"1\" aria-labelledby=\"elementor-tab-title-1471\"><p>(Enterprise-Resource-Planning)<\/p><p>Software solutions for controlling business processes that are used in all areas of operation. It ensures that corporate resources such as capital, personnel and material are provided on time and in line with demand, so that value creation remains efficient and company operations are continually optimised. The aim is to ensure an efficient value creation process and a continuously optimised management of business and operational processes.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-24d70929 e-con-full e-flex e-con e-child\" data-id=\"24d70929\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-531f8f96 elementor-widget elementor-widget-heading\" data-id=\"531f8f96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">PPS (Production Planning and Control Systems)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2605a17a elementor-widget elementor-widget-text-editor\" data-id=\"2605a17a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tFor operational planning and control of production activities. You take over the associated data management. The aim of the PPS systems is to realize short turnaround times, to meet deadlines, to achieve optimum stock levels and to make economical use of the equipment. ERP systems can integrate PPS systems.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-37077d5 e-con-full e-flex e-con e-child\" data-id=\"37077d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c18434 elementor-widget elementor-widget-heading\" data-id=\"3c18434\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">CAM<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27f77870 elementor-widget elementor-widget-text-editor\" data-id=\"27f77870\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-1473\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"3\" aria-labelledby=\"elementor-tab-title-1473\"><p>(computer-aided manufacturing)<\/p><p>CAM refers to the use of cnc machines independent software to generate the NC code, which controls CNC machine tools. CAM refers to the use of cnc machines independent software to generate the NC code, which controls CNC machine tools. CAM is an essential part of computer-integrated production (CIM)  Working on the CAM system does not interrupt the productivity of the CNC machine. Recurring tasks can be completed more quickly by depositing your own functions.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-387103d e-con-full e-flex e-con e-child\" data-id=\"387103d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c33e70 elementor-widget elementor-widget-heading\" data-id=\"6c33e70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">MES (Manufacturing Execution Systems)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6273371 elementor-widget elementor-widget-text-editor\" data-id=\"6273371\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>MES are used for operational control of production. The PPS system transfers production orders (debit data) to the MES via an interface. The ODC (operational data collection) collects the production results (actual data) and returns them. By comparing target and actual data, processes can be optimized and errors in the flow can be detected. For production planning, the ERP accesses the MSE and at the same time passes on the production planning to the MSE.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-281d2cc e-con-full e-flex e-con e-child\" data-id=\"281d2cc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd448c6 elementor-widget elementor-widget-heading\" data-id=\"dd448c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Types of data from operational data collection<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-590c5ac e-con-full e-flex e-con e-child\" data-id=\"590c5ac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0dd9fdf elementor-widget elementor-widget-text-editor\" data-id=\"0dd9fdf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The term operational data collection or sometimes production data acquisition (PDA) refers to the collection and processing of data in machine-processable form from operational production. Correct and up-to-date data from the production process are indispensable for planning by PPS components of ERP systems and by MES. The advancing digitalization enables an automated ODC, at the same time the ODC intervenes more deeply in the processes of different areas in the company. Old machines should not be replaced, but connected in such a way that software can be used effectively to make the collected data usable. Thus, the real value lies in the software. The aim is to gain transparency in order to identify and exploit optimization potentials and thus to make the work of people and machines smart and efficient.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ba02fc elementor-widget elementor-widget-image\" data-id=\"9ba02fc\" data-element_type=\"widget\" data-e-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\t<img decoding=\"async\" width=\"720\" height=\"316\" src=\"https:\/\/selfbits.de\/wp-content\/uploads\/2019\/01\/Betriebsdaten-compressed.png\" class=\"attachment-full size-full wp-image-4039\" alt=\"\" srcset=\"https:\/\/selfbits.de\/wp-content\/uploads\/2019\/01\/Betriebsdaten-compressed.png 720w, https:\/\/selfbits.de\/wp-content\/uploads\/2019\/01\/Betriebsdaten-compressed-300x132.png 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3098df9 e-con-full e-flex e-con e-child\" data-id=\"3098df9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27af073 elementor-widget elementor-widget-heading\" data-id=\"27af073\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Order data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdf3032 elementor-widget elementor-widget-text-editor\" data-id=\"bdf3032\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-2071\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"1\" aria-labelledby=\"elementor-tab-title-2071\"><ul><li>Production data (times, number, weight, quality, quantities)<\/li><li>Order progress<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-78e14ce e-con-full e-flex e-con e-child\" data-id=\"78e14ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-541cae1 elementor-widget elementor-widget-heading\" data-id=\"541cae1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"> Personnel data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6382bd5 elementor-widget elementor-widget-text-editor\" data-id=\"6382bd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-2072\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"2\" aria-labelledby=\"elementor-tab-title-2072\"><ul><li>Inand and absence, working time<\/li><li>Wage costs<\/li><li>Access rights<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-401bf67 e-con-full e-flex e-con e-child\" data-id=\"401bf67\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa9b691 elementor-widget elementor-widget-heading\" data-id=\"aa9b691\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Process<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39a67a4 elementor-widget elementor-widget-text-editor\" data-id=\"39a67a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-2073\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"3\" aria-labelledby=\"elementor-tab-title-2073\"><ul><li>Running times, downtimes, waiting times<\/li><li>Utilization<\/li><li>Availability and reliability<\/li><li>Machine condition (main time, off-time, fault, maintenance, maintenance)<\/li><li>Consumption of energy and aids<\/li><li>Immission values<\/li><li>Process and set-up time<\/li><li>Setting data<\/li><li>Quality<\/li><li>Pressure, Temperature, Clock<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38e32df e-con-full e-flex e-con e-child\" data-id=\"38e32df\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6fe51dc elementor-widget elementor-widget-heading\" data-id=\"6fe51dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"> Product Data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-397d8fd elementor-widget elementor-widget-text-editor\" data-id=\"397d8fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-2074\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"4\" aria-labelledby=\"elementor-tab-title-2074\"><ul><li>Quantities produced<\/li><li>Production<\/li><li>Percentage of scrap products<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a2295a3 e-con-full e-flex e-con e-child\" data-id=\"a2295a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0db943a elementor-widget elementor-widget-heading\" data-id=\"0db943a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Tool data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d09d24 elementor-widget elementor-widget-text-editor\" data-id=\"8d09d24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-2074\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"4\" aria-labelledby=\"elementor-tab-title-2074\"><ul><li>State<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f3f938 e-con-full e-flex e-con e-child\" data-id=\"5f3f938\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1be0c7b elementor-widget elementor-widget-heading\" data-id=\"1be0c7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Material data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3370a07 elementor-widget elementor-widget-text-editor\" data-id=\"3370a07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-content-2076\" class=\"elementor-tab-content elementor-clearfix elementor-active\" role=\"region\" data-tab=\"6\" aria-labelledby=\"elementor-tab-title-2076\"><ul><li>State<\/li><li>Storage<\/li><li>Use<\/li><li>Precursors<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be526c7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"be526c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bf1b1d elementor-widget elementor-widget-text-editor\" data-id=\"6bf1b1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c3669c1 elementor-widget elementor-widget-text-editor\" data-id=\"c3669c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>An important data source for operational data collection in production is <a href=\"https:\/\/selfbits.de\/en\/learn\/digital-production-i40\/machine-data-acquisition-in-production-mda\/\">machine data aquisition<\/a>.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Operational data collection in production refers to the collection, recording, and evaluation of data that comes directly from the production process. These data can include information such as machine run times, downtimes, production quantities, quality parameters, and material consumption.  <\/p>\n","protected":false},"author":16,"featured_media":11832,"comment_status":"closed","ping_status":"open","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,"footnotes":""},"categories":[33,30],"tags":[74,75,73,77,76],"class_list":["post-13103","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-production-i40","category-learn","tag-odc","tag-odc-production","tag-operational-data-collection","tag-operational-data-collection-machine","tag-operational-data-collection-production"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Operational data collection in production - 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