„… Industrieforschung. Abstract Companies now offer the notion of digital twin as part of their digital solution …” „… aspects of a great number of plant and process entities. In a system that integrates automation …” „… : Key challenges facing industrial automation projects are identifying, ordering and taking delivery of …”

„… 1978, Sheridan and Verplank [9] introduced their ten levels of automation, starting with “no assistance …” „… levels of automation. Their scale went from low to high level of automation. Similarly, self-driving …” „… unanticipated situations. Still, in terms of a taxonomy of autonomy levels, automation can also contribute to …”

„… lifecycles. To guarantee safety and functionality of a plant during operation, the method of virtual …” „… commissioning allows testing and validation of automation and control systems before operating the real plant …” „… , built and commissioned in a monolithic way. The integration of the automation of different present …”

„… , shorter life-cycles and increasing numbers of variants of products to be manufactured, as well as more …” „… [4], [5]. We will then introduce relevant building blocks in the context of industrial automation …” „… 4.0 application scenarios as they are addressing different phases of the factory life-cycle: Seamless …”

„… this approach, we can estimate the state of a wireless automation application at a reasonable cost and …” „… auto-encoder in wireless automation applications VDI-Berichte Nr. 2351, 20191052 III. Results of deep …” „… for holistic assessment of dependability in wireless automation." Emerging Technologies and Factory …”

„… ] Talkhestani, B. A. et al.: Consistency check to synchronize the Digital Twin of manufacturing automation based …” „… Herausforderungen ist der Einsatz von cyber-physischen Systemen (CPS) [4]. CPS sind „integrations of computation …” „… allgemein als „virtual digital representation of physical assets“ im Sinne des Glossars Plattform Industrie …”

„… , M.: Towards an integrated use of simulation within the life-cycle of a process plant, Shaker Verlag …” „… ] Oppelt, M.; Urbas, L. (2014): Integrated Virtual Commissioning as Part of the Automation Engineering …” „… Realisierung basiert hierbei auf Systemen von Siemens für Planung (COMOS), Automation (SIMATIC PCS 7) und …”

„… and logistics [9][10]. Virtual commissioning solutions allow users to debug and validate automation …” „… lifecycle of products and manufacturing plants [11]. Simulation during operation is used in at least two …” „… deployment of simulation-based operational support solutions. This assist system framework addresses all …”

„… ) [5] 3S-Smart Software Solutions GmbH: Codesys Automation Server. Everything under control - die …” „… Trading of Technology Data in Global Manufacturing Market. Product Lifecycle Management and the Industry …” „… den Prozessen beteiligen. Abstract Licenses are not only significant for the revenue of music and …”

„… capability to provide software during a complete lifecycle and through various vehicle types is one of the …” „… to manage the entire lifecycle of digital assets, data, and systems within an organization. It …” „… Imperative of Digital Lifecycle Management Key challenges can be grouped into vertical and horizontal …”

„… are complex. There are some aspects of their performance and degradation that experts don’t …” „… performance, reduce testing times, and scale up production—and we see that the industry needs to make a lot of …” „… the final product while also undergoing its own rapid pace of technological changes. As battery …”

„… AutomationML and the Asset Administration Shell. In contrast to existing solutions, the major benefit of the …” „… through novel link type definitions. The presented Integration Model allows tracking and automation of all …” „… relevant data interactions across different tools during the complete lifecycle of a product and can be …”

„… engineering of process plants Introducing the “Automation Security by Design Decisions” concept S. Fluchs …” „… zu treffen. 2 Abstract The increasing networking of automation systems boosts the importance of …” „… components. However, in order to still be able to influence the design of auto-mation systems, these …”

„… question is how and where to deploy such kinds of applications. For process automation, in many cases, it …” „… huge mass of generated data to the cloud. Building on a more local solution has benefits as well …” „… . Architecture of Cement Strength Prediction on the Edge In order to deploy and install a solution for cement …”

„… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205 B.-M. Pfeiffer, C. Leingang, C. Busse, M. Oppelt, Solutions Process Automation, Simulation …” „… VDI-Berichte 239923. Leitkongress der Mess- und AutomatisierungstechnikAUTOMATION 2022Automation …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 V. Stegmaier, Graduate School of advanced Manufacturing Engineering, Universität Stuttgart;W …”

„… , "Radio-based communication in industrial automation - Metrological performance rating of wireless solutions for …” „… parts of the system. In the second one (green layer) are the automation elements that control the …” „… man-agement (PLM) and application lifecycle management (ALM). A discussion about the potential of the AAS as a …”

„… connection of such a model-based predictive control to a real-life automation system, using the ifakFAST …” „… automa-tion solutions for waste water treatment plants using simulation, 21st IFAC World Congress …” „… (Alex et al., 2020 [2]) wird ebenfalls im Beitrag skizziert. Abstract Real time control (RTC) of …”

„… werden kann. Abstract The convergence of networks is an increasing trend in the field of automation …” „… Schutzmaßnahmen Karl-Heinz Niemann, Hochschule Hannover; Simon Merklin, Endress + Hauser Digital Solutions …” „… tech-nology needs to be mastered. Ethernet APL is a piece of the puzzle for such a converged network. APL …”

„… Challenges and Solutions. 20.07.2021 [18] COCIR - the European Coordination Committee of the Radiological …” „… 2020 [19] Tom Maes et al: Strategy for the GxP-validation of AI/Machine Learning solutions. URL …” „… spezifische Lifecycle-Validierungsmodelle für automatisierte Systeme im Life Science Bereich (z.B. V-Modell …”

„… . Introduction Digital planning and modeling along the lifecycle of chemical plants is an important foundation …” „… of a chemical plant of the work in this paper: The plant is connected to an automation system which …” „… automation system in various domains and typically cover selected aspects of the process behavior …”

„… discipline-specific models over the whole lifecycle of the system, e.g., plant layout, automation, simulation, or …” „… and a better understanding for impact of changes during the whole lifecycle of systems. In addition …” „… integrating engineering results during the whole lifecycle of a system. The model-based approach leads to a …”

„… the automation companies partners. The diversity of applications presented in this paper show the …” „… potential of flexibility and reusability claimed by modular automation. 1. Motivation German process …” „… years of project, knowledge and experience contributed to adapt the automation systems of ABB, Siemens …”

„… Integration of a Reactive Scheduling Solution using Reinforcement Learning in a Manufacturing …” „… solution using Deep Reinforcement Learning into a manufacturing system. We focus on the integration of our …” „… 3. Training and Deployment of Our Solution in the Manufacturing System Before our solution can be …”

„… vor, um a) die Anpassung in die bestehende Prozesse zu fördern, b) das Solution-Engineering zu …” „… . Motivation 1.1 KI in der Automation ist ein Spannungsfeld Die Einführung von Softwaremethoden aus der …” „… IoT-Technologie in die Produktion ab und verspricht Produktivitätssteigerungen in allen Life-Cycle Phasen einer …”

„… support consistency and completeness checks of the security analyzes offer a potential solution. This …” „… Mess- und Automatisierungstechnik Seamless Convergence of Automation & IT, Baden-Baden, 2018. [8 …” „… I4.0 Anlagen Model-based support to increase traceability in the context of security-by-design …”

„… the background of the moisture damages are risk-based design solutions deficiencies in building-site …” „… relationships and false balancing. As a kind of solution many communities have built new schools from wood …” „… choice of material as such is not always a solution to indoor air problems. Figure 2 shows an integrated …”