{"id":107574,"date":"2023-02-15T12:00:00","date_gmt":"2023-02-15T12:00:00","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=article&#038;p=107574"},"modified":"2025-02-05T16:50:57","modified_gmt":"2025-02-05T15:50:57","slug":"tact-time-control-assembly","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/tact-time-control-assembly\/","title":{"rendered":"Decentralized Tact Time Control in Assembly"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Centrally coordinated systems employ dedicated individual systems that handle all aspects of information processing in one place. Such a system receives all process-related data, processes it, initiates implementation and monitors the execution of the results. The use of this central approach results in monolithic systems that are difficult to manage in practice or leads to insufficient inclusion of local details in decision-making processes [1].<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The decentralized design pattern encapsulates activities with the help of decentralized units [2]. Decentralized and heterarchical planning and control approaches are closely linked to self-control and autonomy [3]. Intelligent system elements shift information processing and decision-making to local units, which firstly act as autonomous systems and secondly interact collaboratively. The manufacturing elements in use must detect events and implement control loops that depend on defined objectives. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Through the intrinsic problem segmentation they bring about, decentralized concepts help to master the increasing complexity that results from the dynamics of requirements and environmental conditions [4]. Decisions are no longer made exclusively in the higher levels of the hierarchy, but can be made decentrally, i.e. directly at the place where they are to be imple\u00admented. This can reduce communication needs and dependencies and make the entire system self-controlled and thus able to function independently of a few monolithic elements. <\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"769\" height=\"561\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-1-1.png\" alt=\"I4.0 box\" class=\"wp-image-101936\" style=\"width:402px;height:auto\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-1-1.png 769w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-1-1-510x372.png 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-1-1-64x47.png 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-1-1-514x375.png 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-1-1-400x292.png 400w\" sizes=\"auto, (max-width: 769px) 100vw, 769px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 1: I4.0 box.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">The implementation of decentralized manufacturing control requires the use of technologies that allow for the autonomy of individual system elements, i.e. to implement local-level information intake, as well as to make and carry out decisions. Cyber-physical systems (CPS) are such a concept, and can be used to equip manufacturing elements (machines, tools, workpieces or workpiece carriers, logistics equipment and aggregated entities such as plants or factories) with appropriate capabilities.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">CPS [5] are an essential component of Industry 4.0. They are systems with integrated software that comprises sensors, actuators and local information processing capabilities. They use data and services available worldwide and are connected to each other in global networks using communication devices [6].<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As part of Smart Factory, the intelligent products and intelligent resources of CPS will dominate future manufacturing and logistics scenarios [7] and produce decentralized, responsive, context-adaptive manufacturing controls that increasingly use decentralized sensor information. This theoretical concept is suitably implementable and ready for operationalization. The solution presented here uses CPS within the technical design of an assembly line. The result is a robust and flexible solution that combines the advantages of the decentralized approach with the existing central systems.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Implementation of CPS <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The I4.0 box from the Industry 4.0 Research and Application Center equips existing manufacturing elements with the necessary capabilities to act as a CPS [8]. To this end, it combines an inexpensive microcontroller with an interface for standard industry signals including a fieldbus connection. In addition, the operating system utilizes a three-layer software architecture, which combines both typical automation programming technology and the use of higher-level programming languages (e.g. Python), supplemented with visualization using web technologies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The I4.0 box was created as part of the development of the hybrid simulation environment of the Center for Industry 4.0 Potsdam and has already proven itself suitable for the control of a versatile transport system. <strong>Figure 1<\/strong> shows the current I4.0 box. In the following application case, the I4.0 box is as the essential component that enables the assembly stations to operate digitally.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Assembly line use case<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This use case revolves around the manufacturing process for a high-variation lightweight vehicle with customer-requested customization options. The focus is on assembly, as this is the essential part of the manufacturing process. Methodologically, the procedure is based on the process model for system analysis. Recording and analyzing the current situation reveals the potential for the subsequent solution concept to address. <\/p>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"663\" height=\"1024\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-663x1024.jpg\" alt=\"Previous assembly organization\" class=\"wp-image-101940\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-663x1024.jpg 663w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-510x788.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-64x99.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-243x375.jpg 243w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-768x1187.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-189x292.jpg 189w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-994x1536.jpg 994w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1-1326x2048.jpg 1326w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-2-1.jpg 1400w\" sizes=\"auto, (max-width: 663px) 100vw, 663px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 2: Previous assembly organization.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">This includes suggestions for implementation, which take up decentralized design principles and operationalize them advantageously using the I4.0 box.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The previous assembly stations follow the workshop-like organization shown in <strong>Figure 2<\/strong> and each consist of a demarcated work area with a selection of assembly tools. The worker&#8217;s workflow begins by selecting a paper work order. The worker then looks for the associated frame, which is located on a mobile assembly support carrier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The frame itself made available by the pre-assembly team within a collection area. The worker then picks the required assemblies and parts from the material warehouse, which fit into a box on the carrier. After returning to his workplace, the worker proceeds with the assembly. After completing his assembly order, the worker submits the assembly support carrier for final inspection.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Potential for improvement arises from the lengthy and error-prone per-order part selection step, as well as the non-deterministic selection of the sequence of assembly steps by the worker, which leads to unnecessary downtime and problems during assembly due to incorrect part selection. Further potential for improvement lies in the lack of transparency during manufacturing, which makes further planning and control of all manufacturing processes more difficult and leads to a lack of ability to provide information about the progress made on the order.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"415\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3-1024x415.png\" alt=\"Line organization of the assembly stations\" class=\"wp-image-101942\" style=\"width:762px;height:auto\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3-1024x415.png 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3-510x207.png 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3-64x26.png 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3-764x310.png 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3-768x312.png 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3-514x209.png 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-3.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 3: Line organization of the assembly stations.<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The solution concept begins with organizational measures. The next challenge is the appropriate technical implementation. With the help of decentralized approaches and the I4.0 box, an implementation requiring adequate effort is achieved.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Organizational measures <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The first step was to change the shop-floor manufacturing concept to a multi-line organization. The current implementation, which is the complete assembly of a lightweight vehicle at one station, will in the future be distributed sequentially across several work stations per line, as shown in <strong>Figure 3<\/strong>. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To avoid the lengthy and sometimes error-prone part picking, each workstation (now cycle station) receives a parts magazine with trays for the most common components and assemblies. The content is determined dynamically with regard to the future planned parts lists or orders. A minimum cycle time per line is determined based on the available parts per cycle station and planned parts lists per line. During manufacturing, order pickers fill the trays at the locations in accordance with the advanced planning. Additional components and special parts are delivered to the stations in the assembly carrier box and filled by the order picker based on the order.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The parts magazine visualizes the selection and sequence for the worker using an interactive pick-by-light process depending on the current order. The mobile assembly carrier is linked to the work order and can be detected at the assembly stations via AutoID. The display of the remaining time with an acoustic change signal and the recording of the assembly times per cycle are also part of the cycle stations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To this end, each station is equipped with a display. Assigning an order to a line based on parts availability and a suitable cycle time ensures that the partial orders can be processed at the stations within the cycle time without delay and that line synchronization is guaranteed. In addition, the recorded data and quantities are used to determine the order status and as a data source for an Andon board.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Technical realization<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The tasks of the system to be implemented result from the measures. These tasks include information visualization and data acquisition as well as intelligent line and cycle optimization and filling of the parts magazines. There are dependencies between these tasks that increase complexity. Therefore, within the implementation there is a basic segmentation into the subsystems Worker Information System (WIS) and Line Control Center (LCC), as shown in <strong>Figure 4<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The WIS realizes the pick-by-light process for the parts magazine, provides information visualization and regulates the user interaction. The implementation leverages the advantages of decentralized concepts. The LCC implements the cross-workplace planning algorithms and provides a connection to the ERP system, both which are available as services to the decentralized nodes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The functions of the WIS are implemented decentrally at the respective station. <\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"414\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4-1024x414.png\" alt=\"\" class=\"wp-image-101944\" style=\"width:535px;height:auto\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4-1024x414.png 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4-510x206.png 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4-64x26.png 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4-764x309.png 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4-768x310.png 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4-514x208.png 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2024\/04\/Lass-I4S-EN-23-1_Bild-4.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong>Figure 4:<\/strong><em> Technical architecture<\/em>.<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"wp-block-paragraph\">To this end, each station is cost-effectively expanded into a CPS using the I4.0 box. This creates an intelligent node for each workstation, which\u2014in accordance with the CPS concept\u2014takes over the connection and control of all sensors and actuators of the workstation and implements data communication.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The parts magazine&#8217;s pick-by-light system offers two optical signals and an acknowledgment button for each tray shelf. Tablets are used for visualization (times, instructions, additional information, etc.), and are powered by the I4.0 box.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The assembly support carrier is identified using an RFID tag. The adapted arrangement of the RFID receiving component enables the entry and exit of the carrier to be recognized at the station and also allows for the assignment of the order to happen locally via the I4.0 box. As a control unit for manufacturing prep and run time, the LCC takes over cross-line coordination. It consists of three core components that dock into the existing ERP and obtain order and item data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Manufacturing preparation includes line architecture planning, which uses the physically existing lines (number of lines and number of cycle stations per line) and components of future expected orders to optimally distribute components to the lines. Orders with relative similarity are grouped and lines or components are assigned to cycle stations. A minimum cycle time is determined depending on the components per line and set for the production runtime of the line.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Line order planning assigns orders that have actually been placed to the line on which the order is to be manufactured during manufacturing run time, depending on parts availability and line utilization using various optimization criteria. The cycle control controls the assignment of orders to RFID tags and starts or monitors the cycle times of the lines. The I4.0 box acts as a gateway for passing from centrally planned and controlled manufacturing to decentralized clock stations. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result is a solution that allows the measures to be implemented with adequate effort. In addition to this basic validation, it also serves as the basis for further needs assessment and practical tests in the field. An innovation presented by the approach is the extremely high robustness through the use of decentralized design. The functions are largely executed independently of the ERP system. A constant connection between the local units and the central ERP is not necessary. In addition, the decentralized organization offers a high level of flexibility in terms of the scalability of the entire system. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The realization of an effective functioning of the entire factory system requires planning and coordination concepts [9] that ensure the targeted interaction of the system elements and enable collaboration between the entities involved in manufacturing. Moreover, for reasons of competition, there is a need not only to achieve the highest possible efficiency in value creation through planning and control processes, but also to implement planning and control processes themselves with a high level of efficiency. The ability to react quickly to external and system-inherent disturbances will become more important in the future.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A suitable combination of centralized and decentralized design patterns can, in addition to increasing robustness and control of dynamics, cause a positive emergence of the overall system with regard to the fulfillment of system goals and dealing with non-deterministic influences or system environments. This is achievable so long as it is possible to adequately realize the necessary autonomy of the manufacturing elements. The I4.0 box provides a building block for quickly implementing initial solutions within existing systems.<\/p>\n<hr><div class=\"gito-pub-content-bibliography\"><h2>Bibliography <\/h2>[1] Kletti, J.: Industrie 4.0: MES erm\u00f6glicht dezentralisierung. Productivity Management, 20 (2015) 2, pp. 15-17.\r<br>[2] Aier, S.: Integrationstechnologien als Basis einer nachhaltigen Unternehmensarchitektur. Berlin 2007.\r<br>[3] B\u00f6se, F.; Windt, K.: Catalogue of criteria for autonomous control in logistics. In H\u00fclsmann, M.; ,Windt, K. (ed): Understanding autonomous cooperation and control in logistics: the impact of autonomy on management, information, communication and material flow. Berlin 2007.\r<br>[4] Lass, S.; Gronau, N.: A factory operating system for extending existing factories to industry 4.0. Computers in Industry (2020).\r<br>[5] Lee, E. A.: Cyber physical systems: Design challenges. In Object Oriented Real-Time Distributed Computing (ISORC), 2008 11th IEEE International Symposium on, pages 363-369. IEEE 2008.\r<br>[6] acatech: acatech POSITION &#8211; Cyber-Physical Systems: Innovationsmotor f\u00fcr Mobilit\u00e4t, Gesundheit, Energie und Produktion. Deutsche Akademie der Technikwissenschaften. Berlin Heidelberg 2011.\r<br>[7] Kagermann, H.; Wahlster, W.; Helbig, J.: Umsetzungsempfehlungen f\u00fcr das Zukunftsprojekt Industrie 4.0 &#8211; Abschlussbericht; Acatech &#8211; Deutsche Akademie der Technikwissenschaften e.V. (2013).\r<br>[8] Lass, S.: Industrie 4.0 trotz Altsystemen &#8211; integration bestehender Anlagen in cyber- physische Produktionssysteme. Industrie 4.0 Management, 33 (2017) 6.\r<br>[9] Hellenschmidt, M.; Wichert, R.: Selbstorganisation: Dinge in eigenverantwortlicher Kooperation. In Bullinger, H.-J. and Ten Hompel, M.(Hrsg.), Internet der Dinge. Berlin Heidelberg 2007.<\/div><div id=\"download-section\" class=\"gito-pub-download-section\" style=\"text-align:center;margin:20px;\"><h2>Your downloads<\/h2><button style=\"font-size:14px;margin-right:15px;\" class=\"button gito-pub-cpt-download-button\" data-postid=\"107574\" data-userid =\"0\" data-filename=\"I4S_01-2023_Lass.pdf\"><span style=\"margin-top:5px !important;\" class=\"dashicons dashicons-download\"><\/span>&nbsp;&nbsp;PDF<\/button><\/div><br>Solutions: <span class=\"gito-pub-tag-element\"><a href=\"\/en\/functions\/assembly\/\">Assembly<\/a><\/span> <div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/ai-based-production-planning\/\">AI-based production planning<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/automobile-manufacturing\/\">automobile manufacturing<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/cps\/\">CPS<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/decentralized-factory-control\/\">decentralized factory control<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/decentralized-line-control\/\">decentralized line control<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/edge-gateway\/\">edge gateway<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/factory-redesign\/\">factory redesign<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/individualized-serialization\/\">individualized serialization<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/industry-4-0-box\/\">Industry 4.0 box<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/lightweight-vehicle-manufacturing\/\">lightweight vehicle manufacturing<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/manufacturing-restructuring\/\">manufacturing restructuring<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/smart-factory-en\/\">Smart Factory<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/wis\/\">WIS<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/worker-information-system\/\">worker information system<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Decentralized%20Tact%20Time%20Control%20in%20Assembly - https:\/\/industry-science.com\/en\/articles\/tact-time-control-assembly\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/articles\/tact-time-control-assembly\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); 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return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip linkedin\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\"><i class=\"icon-linkedin\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><hr style=\"margin-top:0px;\">\n<h2 class=\"gito-pub-frontend-post-headline\">You might also be interested in<\/h2>\n<!-- GITO_PUB_POST start flex-container -->\n<div class=\"gito-pub-flex-container\">\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/automotive-body-manufacturing\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/richter_AdobeStock_1887518115_Andrey-Popov-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/richter_AdobeStock_1887518115_Andrey-Popov-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/richter_AdobeStock_1887518115_Andrey-Popov-196x180.webp\" alt=\"Interoperable Data Access in Automotive Body Manufacturing\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Interoperable Data Access in Automotive Body Manufacturing\">                  <table class=\"gito-pub-frontend-post-card-header\">\n                     <tr>\n                        <td>                           <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Interoperable Data Access in Automotive Body Manufacturing<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Deterministic integration of structured target parameters into tact-time production<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/autoren\/tim-richter\/\">Tim Richter<\/a> <a href=\"https:\/\/orcid.org\/0009-0007-9110-0187\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/robert-weidner\/\">Robert Weidner<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-1449-3796\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     AI has long been capable of analyzing production processes, yet why is it still so difficult to bring its insights back into production without intermediate steps? In automotive body-in-white mass production, the challenge is less a lack of data than the absence of holistic integration concepts that extend all the way to the machines. This paper demonstrates why bidirectionally communicative information systems are critical to addressing this challenge and identifies the design principles required to effectively integrate AI-generated results into production processes in the future.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 34-42 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.4\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.4<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/planning-vertical-factories\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/kremslehner_AdobeStock_309590593_Aleksei-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/kremslehner_AdobeStock_309590593_Aleksei-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/kremslehner_AdobeStock_309590593_Aleksei-196x180.webp\" alt=\"Systematically Planning Vertical Factories\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Systematically Planning Vertical Factories\">                  <table class=\"gito-pub-frontend-post-card-header\">\n                     <tr>\n                        <td>                           <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Systematically Planning Vertical Factories<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Developing factory types as a foundation for intelligent planning support<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/autoren\/nikolaus-kremslehner\/\">Nikolaus Kremslehner<\/a> <a href=\"https:\/\/orcid.org\/0009-0007-4630-7736\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sebastian-schlund-en\/\">Sebastian Schlund<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-8142-0255\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/wilfried-sihn-en\/\">Wilfried Sihn<\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Vertical factories reduce land use and harness the advantages of urban production. However, their multi-story structure significantly increases planning complexity. To counter such effects, this paper presents a typology that combines proven solutions for recurring challenges in the planning and operation of vertical factories. Relevant characteristics were examined using real-world case studies and structured within a morphological framework. This framework was consolidated into factory types that provide guidance for conceptual planning and serve as the foundation for intelligent planning support.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 68-76 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.6\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.6<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/ai-demonstrators-manufacturing\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/link_AdobeStock_311608924_Gorodenkoff-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/link_AdobeStock_311608924_Gorodenkoff-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/link_AdobeStock_311608924_Gorodenkoff-196x180.webp\" alt=\"Explaining AI in Industrial Production in an Accessible Way\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Explaining AI in Industrial Production in an Accessible Way\">                  <table class=\"gito-pub-frontend-post-card-header\">\n                     <tr>\n                        <td>                           <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Explaining AI in Industrial Production in an Accessible Way<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Requirements for AI demonstrators to promote acceptance<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/jennifer-link-en\/\">Jennifer Link<\/a> <a href=\"https:\/\/orcid.org\/0009-0005-2407-3495\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/markus-harlacher-en\/\">Markus Harlacher<\/a> <a href=\"https:\/\/orcid.org\/0009-0007-5817-2920\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/colin-srebny\/\">Colin Srebny<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sascha-stowasser-en\/\">Sascha Stowasser<\/a> <a href=\"https:\/\/orcid.org\/0009-0006-2725-5793\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Artificial intelligence (AI) offers a wide range of possibilities in industrial production, but it also presents challenges regarding employee acceptance. AI demonstrators are therefore of central importance, as they enable hands-on experience with AI. However, there has been a lack of systematically identified requirements for demonstrators that specifically promote acceptance and address negative emotions. Using a multi-stage research design, 69 requirements were identified, structured into functional requirements, quality requirements, and boundary conditions.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 6-14 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.1\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.1<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/ai-based-building-inspection\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/sender_AdobeStock_227079093_Aisyaqilumar-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/sender_AdobeStock_227079093_Aisyaqilumar-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/sender_AdobeStock_227079093_Aisyaqilumar-196x180.webp\" alt=\"AI-Based Building Inspection for Large Structures\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"AI-Based Building Inspection for Large Structures\">                  <table class=\"gito-pub-frontend-post-card-header\">\n                     <tr>\n                        <td>                           <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">AI-Based Building Inspection for Large Structures<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">A new approach to construction progress monitoring<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/jan-sender-en\/\">Jan Sender<\/a> <a href=\"https:\/\/orcid.org\/0009-0003-9697-5709\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/konrad-jagusch-en\/\">Konrad Jagusch<\/a> <a href=\"https:\/\/orcid.org\/0009-0001-7454-1657\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/michael-geist\/\">Michael Geist<\/a> <a href=\"https:\/\/orcid.org\/0009-0005-2780-7538\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/david-jericho\/\">David Jericho<\/a> <a href=\"https:\/\/orcid.org\/0009-0001-8932-8701\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/christian-scharr\/\">Christian Scharr<\/a> <a href=\"https:\/\/orcid.org\/0009-0003-6300-4682\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Monitoring construction progress, as required in the one-off production of large structures, is very time- and labor-intensive due to a high level of complexity and individuality. The goal of this article is to develop a sensor-based approach for capturing and evaluating multiple inspection characteristics. The use of machine learning models to detect objects and derive relevant information forms the basis for linking current condition to construction schedule. This enables a significant increase in efficiency during construction progress monitoring and a well-founded assessment of progress.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 78-84 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.9\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.9<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/inclusive-work-system-design\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/schlund_AdobeStock_2046886237_InfiniteFlow-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/schlund_AdobeStock_2046886237_InfiniteFlow-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/schlund_AdobeStock_2046886237_InfiniteFlow-196x180.webp\" alt=\"Inclusive Work System Design\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Inclusive Work System Design\">                  <table class=\"gito-pub-frontend-post-card-header\">\n                     <tr>\n                        <td>                           <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Inclusive Work System Design<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Automation, standardization, and adaptability<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/sebastian-schlund-en\/\">Sebastian Schlund<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-8142-0255\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     The design of inclusive work systems is gaining importance due to demographic change and the increasing digital penetration of value creation processes. While traditional ergonomic approaches are based primarily on percentile logic and thus address only a portion of the user population, the integration of digital technologies opens up new possibilities for the dynamic and individualized adaptation of work systems. This article presents a conceptual framework for inclusive work system design that integrates standardization, automation, and adaptability. Methodologically, the article is based on a conceptual analysis of existing approaches from ergonomics and human-centered design. The article makes a theoretical contribution to the systematization of inclusive work system design and identifies areas of focus for further research and industrial practice.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 70-76 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.8\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.8<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/work-design-autonomous-systems\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/AdobeStock_484184873_Ivan-Traimak-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/AdobeStock_484184873_Ivan-Traimak-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/AdobeStock_484184873_Ivan-Traimak-196x180.webp\" alt=\"Work Design in the Use of Autonomous Systems\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Work Design in the Use of Autonomous Systems\">                  <table class=\"gito-pub-frontend-post-card-header\">\n                     <tr>\n                        <td>                           <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Work Design in the Use of Autonomous Systems<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Addressing the shortage of skilled workers<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/tim-jeske-en\/\">Tim Jeske<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-8778-6824\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sascha-stowasser-en\/\">Sascha Stowasser<\/a> <a href=\"https:\/\/orcid.org\/0009-0006-2725-5793\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/nicole-ottersboeck-en\/\">Nicole Ottersb\u00f6ck<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sebastian-terstegen-en\/\">Sebastian Terstegen<\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/rasmus-adler\/\">Rasmus Adler<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-7482-7102\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Companies are increasingly challenged to address shortages of skilled workers while meeting rising demands for productivity, flexibility, and innovation. Because labor supply can only be expanded to a limited extent, there is a growing focus on designing work systems with productivity in mind. Autonomous systems offer significant potential in this regard. Their implementation requires not only technical adjustments but, above all, changes in organization, skills, and work design. This article analyzes empirically grounded change requirements in existing work systems as well as associated economic potential.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 44-50 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.5\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.5<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n<\/div>\n<!-- GITO_PUB_POST end flex-container -->\n","protected":false},"excerpt":{"rendered":"<p>In theory, decentralized control approaches in the manufacturing context offer several advantages over monolithic centralized systems where all functions are combined into one or into several authorities. However, practical implementation requires adaptation of the general concept of decentralization to fit individual and specific use cases, especially with regard to their sensible scope. One such use case is the assembly of high-variation products. This article shows the appropriate combination of centralized and decentralized approaches can be leveraged to achieve better planning and increased throughput in manufacturing. With flexible cycle control for work stations and suitable assistance at the assembly workstation, the previous shop-floor oriented organization style can be transformed into a series-like manufacturing process. This is done using a multi-layered infrastructure that follows the Industry 4.0 paradigm of decentralized information processing through autonomous networked systems.<\/p>\n","protected":false},"featured_media":107575,"menu_order":0,"template":"","categories":[79167,79298],"tags":[79053,79058,74660,79061,79051,79055,79060,79050,79054,79059,79052,79671,79056,79057],"product_cat":[],"topic":[68760,67701],"technology":[],"knowhow":[],"industry":[],"writer":[81869,83688],"content-type":[],"potential":[],"solution":[69358],"glossary":[],"class_list":["post-107574","article","type-article","status-publish","has-post-thumbnail","category-design-en","category-typeset","tag-ai-based-production-planning","tag-automobile-manufacturing","tag-cps","tag-decentralized-factory-control","tag-decentralized-line-control","tag-edge-gateway","tag-factory-redesign","tag-individualized-serialization","tag-industry-4-0-box","tag-lightweight-vehicle-manufacturing","tag-manufacturing-restructuring","tag-smart-factory-en","tag-wis","tag-worker-information-system","topic-factory-design","topic-production-system","writer-sander-lass-en","writer-tim-koerppen-en","solution-assembly","product","first","instock","downloadable","virtual","sold-individually","taxable","purchasable","product-type-article"],"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min.jpeg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-150x150.jpeg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-666x375.jpeg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-768x432.jpeg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-1024x576.jpeg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-1032x320.jpeg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-764x376.jpeg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-392x320.jpeg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-608x496.jpeg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-640x325.jpeg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-274x376.jpeg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-514x292.jpeg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-320x440.jpeg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-514x289.jpeg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-196x180.jpeg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min.jpeg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min.jpeg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-510x510.jpeg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-510x287.jpeg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-100x100.jpeg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_84836536-min-64x36.jpeg",64,36,true]},"uagb_author_info":{"display_name":"Florian Goldmann","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"In theory, decentralized control approaches in the manufacturing context offer several advantages over monolithic centralized systems where all functions are combined into one or into several authorities. However, practical implementation requires adaptation of the general concept of decentralization to fit individual and specific use cases, especially with regard to their sensible scope. One such use&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/107574","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/types\/article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media\/107575"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=107574"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=107574"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=107574"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=107574"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=107574"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=107574"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=107574"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=107574"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=107574"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=107574"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=107574"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=107574"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=107574"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}