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wt Volume 111 (2021) Issue 04 ISSN Online: 1436-4980

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Carl Willy Mehling, Ken Wenzel, Arvid Hellmich, Steffen Ihlenfeldt Linked Data für die selbstoptimierende Produktion/Intelligent production systems through semantic interoperability of all assets – Linked Data for self-optimizing manufacturing S. 251-255

„… Intelligente Produktionssysteme durch semantische Interoperabilität aller Komponenten Linked Data für die …” „… semantic interoperability of all assets – Linked Data for selfoptimizing manufacturing Interoperability …” „… als Linked Data bezeichnet, speziell, wenn Daten auf verteilten Systemen miteinander verknüpft …”

Uwe Dombrowski, Michael Kaufmann, Yannick Dix Stufenmodell zur Steigerung der Termintreue/Increase of adherence to schedules by Industrie 4.0 S. 206-211

„… Ist-Zeiten Identifikation von Einflussfaktoren auf die Termintreue durch Data-Mining-Verfahren Vergleich …” „… unterschiedlicher Data-Mining-Ansätze zur Durchlaufzeitprognose Prognose von Durchlaufzeiten durch …” „… Data-Mining-Verfahren in der Auftragsfertigung Dreistufiges Konzept zur Festlegung von Übergangszeiten mittels …”

Titelei/Inhaltsverzeichnis S. 1-6

„… . 111 (2021) NR. 4 Linked Data für die selbst optimierende Produktion* C. W. Mehling, K. Wenzel, A …” „… intelligente, autonome Systeme abgefragt werden. Die Linked Factory liefert dafür eine passende Technologie …”

doi.org/10.37544/1436-4980-2021-04

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wt Werkstattstechnik online

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wt Volume 103 (2013) Issue 10 ISSN Online: 1436-4980

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K. Tracht, F. Weikert Definition eines STEP-Modells für Leiterverbunde der Mikroumformtechnik* S. 802-806

„… the Exchange of Product Model Data“ und ist eine Norm für den definierten Austausch von Produktdaten …” „… Erstellung eines AP folgende Schritte durchgeführt werden: Design and modeling of ladder linked parts for …” „… manufacture the components as linked parts. Linked parts are manufactured in multistage processes in which …”

doi.org/10.37544/1436-4980-2013-10

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Automation 2020

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2375 2020

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M. Both, J. Müller Deep Learning in Industrie 4.0 Umgebungen als Wegbereiter für automatisierte Abbildungen von Ontologien S. 675-686

„… verschiedenen Bereichen des Semantic Web und Linked Data bekannt. Grundsätzlich gibt es hier zwei Methoden wie …” „… erfolgen (Linked Data), zum anderen kann ein automatisiertes Verknüpfen von Entitäten von Ontologien …” „… erfolgen (Ontology Matching). Linked Data wird verwendet, um Links zwischen Daten aus verschiedenen …”

R. Rosen, D. Beyer, J. Fischer, W. Klein, V. Malik, J. C. Wehrstedt Flexiblere Produktion durch digitale Zwillinge in der Automatisierungstechnik – Methode zur automatischen Generierung digitaler Zwillinge für eine Brownfield-Produktion S. 1039-1054

„… information, VDI-Berichte Nr. 2375, 2020 1039 data and models which are structured and linked by semantic …” „… models and knowledge graphs. The approach is used for already existing factories, where these data and …” „… :2018 IEEE International Conference on Big Data (Big Data). [6] Kharlamov, E., Mailis, T., Mehdi, G …”

L. Bittorf, N. Kockmann, P. da Silva Santos, K. Stark, M. Hoernicke, T. Holm, A. Stutz, M. Eckert, A. Menschner, A. Klose, S. Merkelbach, L. Urbas Demonstratoren für dienstgesteuerte modulare Prozesseinheiten und deren effiziente Orchestrierung S. 129-144

„… , these signals are either graphically linked directly to each other or interconnected via additional …” „… this case the PID controller, is then linked and implemented during orchestration by simple signal …” „… 2658 Part 3. Automation engineering of modular systems in the process industry - library for data …”

doi.org/10.51202/9783181023754

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27. Deutscher Materialfluss-Kongress

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2325 2018

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J. Cirullies, Y. Pikus Fit für die Digitalisierung – Chatbots sichern Anwendern den Zugriff auf die Cyber-Ebene S. 215-222

„… Linked Data: Bei diesem Konzept werden Daten mithilfe von standardisierten Vokabularen …” „… es Linked Opend Data [9] oder geschützt Datenräume wie der Industrial Data Space [10]. Chatbots …” „… Lösungsansätze (acatech POSITION), München 2016, S. 20. [3] Bizer, C., Heath, T., Berners-Lee, T.: Linked Data …”

doi.org/10.51202/9783181023259

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Grid-Based Object Tracking

Sascha Steyer

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1272 2021

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Object Extraction and Association S. 79-100

„… underlying low-level particle tracking, as introduced in the previous chapter, are linked with the high-level …” „… Introduction Object detection is an essential task with the aim of abstracting measurement data toward a more …” „… objects thereby have to be extracted from different sensor data, such as camera images, range-based …”

Conclusion S. 165-168

„… freespace, which has to be robustly estimated by processing measurement data of multiple sensors – those …” „… tracking with a consistent estimation of static obstacles as well as passable freespace. Measurement data …” „… . Objects are thus estimated based on the combined measurement data of all sensors in this work; the …”

Titelei/Inhaltsverzeichnis S. I-XII

„… – Umgebungswahrnehmung – Zustandsschätzung Keywords: Autonomous Vehicles – Data Association – Environment Perception …” „… Data Fusion Mobile robots require an accurate environment perception to plan intelligent maneuvers and …” „… accumulate measurement data by a dynamic occupancy grid model, whereas moving objects are extracted …”

Dynamic Grid Mapping and Particle Tracking S. 39-78

„… measurement data that approximately represent a single time instance. This chapter focuses on the subsequent …” „… discretized cell structure of occupancy grids enable a low-level sensor data fusion, without specific object …” „… same cell represents a high occupancy probability. Assuming noise-free measurement data, this …”

Measurement Grid Representation and Fusion S. 13-38

„… representation of sensor measurement data, which forms the basis of this work. It is shown how different …” „… measurement data of lidar, radar, and camera are modeled and fused within the grid-based framework. The …” „… , resulting in separate occupancy and freespace evidence masses. Additional sensor-specific measurement data …”

Evaluation S. 127-164

„… real sensor data in various traffic scenarios of multiple test vehicles during the last years. Thereby …” „… measurement data of lidar, radar, camera. (b) Fused measurement grid. (c) Dynamic grid map. (d) Augmented …” „… ) Overall resulting object tracking. (h) Camera image of the scene. 129 6 Evaluation measurement data of …”

doi.org/10.51202/9783186272089

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A Reference Model for the Integration of Agent Orientation in the Operative Environment of Automation Systems

Liyong Yu

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1248 2016

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Prototypical Implementation S. 95-106

„… platform-neutral communication among different systems. Data and metainformation of objects in an OV server can be …” „… connections are realized as instantiable objects. Every connection instance is linked with the source function …” „… ] which realizes data exchange between OV objects. Elementary communication functions are encapsulated in …”

Basics of Process Automation S. 3-27

„… composed of various systems and software packages for data management (i.e. Process Information Management …” „… , hardware firewalls and interface PCs for the data exchange between two automation levels are often …” „… capacity point of view, devices on lower levels have relatively limited processor performance and data …”

Specification of a Reference Model for Automation Agents S. 28-53

„… hold its internal data (e.g. state and intermediate result) and proceed with its execution at the new …” „… partners or remote partners across networks. Appropriate communication technology and mechanisms for data …” „… accessible. Unified data exchange formats and communication protocols should be defined. Requirement 4: Rigid …”

Specification of a General Procedure Description Method S. 77-94

„… example the action control conditions of Grafcet (Section 4.5) and the data synchronization of Procedure …” „… , the logic can be composed of modular components which are linked via signal connections to each other …”

doi.org/10.51202/9783186248084

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16. Internationale VDI-Tagung Reifen-Fahrwerk-Fahrbahn 2017

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2296 2017

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G. Heinrich, A. Das Smart Rubber and Tire Innovations for Next Tire Generations S. 271-282

„… combinations were considered as conducting filler in cross-linked natural rubber matrix. This type of rubber …” „… deformations, pressure, etc. Continuously data gathering during the driving process can be supported with such …” „… relatively simple way [3, 4]. This leads finally to the formation of a physically cross-linked network by …”

doi.org/10.51202/9783181022962

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wt Werkstattstechnik online

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wt Volume 101 (2011) Issue 11-12 ISSN Online: 1436-4980

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K. Tracht, F. Weikert, T. Hanke, B. Kuhfuß, C. Hellwig Modellierung von Teileverbunden des Mikroumformens * S. 765-769

„… transformation of product-defining data into a product model for ladder type linked parts The manufacturing of …” „… , dass auch nach der Umformung zwischen diesen beiden Zonen ein Modeling of linked parts in micro-forming …” „… micro components using linked parts is a major challenge, but can facilitate the handling of the …”

doi.org/10.37544/1436-4980-2011-11-12

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Land.Technik AgEng 2017

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2300 2017

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J. Sonnen, J. Möller The Technical Concept of a Manufacturer-Independent Web-Based Data Exchange Platform for the Agricultural Sector S. 73-78

„… This paper describes the concept for a new, web-based data-exchange platform for farmers and …” „… what data with whom and for how long. The data-exchange platform only transports data; no data is …” „… demand for new data-management concepts, with new features being requested such as …”

W. Maaß, I. Shcherbatyi, S. Marquardt, A. Kritzner, B. Moser Real-time Smart Farming Services – Yield optimization of potato harvesting S. 67-72

„… , RESFAST provides a smart service platform on which data-driven smart agriculture can be efficiently …” „… dynamic environment, sensor data is increasingly collected for any kind of signal, such as machine data …” „… (e.g., oil pressure, speed of rotation) and supervision data (e.g., video signals). Data flows in as …”

B. E. Craker, R. A. Ferreyra, C. Graumans, U. Kaempf, M. Nachtmann, S. T. Rhea, F. Schuster, J. A. Wilson Reference Data and Collaborative Identifier Sharing in Agricultural Field Operations S. 165-174

„… viable only in large countries. Regulatory data is not yet well linked with different standard code …” „… emergence of numerous independent data-exchange platforms in the marketplace. The Identity Project will …” „… Reference Data and Collaborative Identifier Sharing in Agricultural Field Operations B. E …”

J. Engström, O. Lagnelöf Battery electric autonomous agricultural machine – Simulation of all operations on a Swedish farm S. 15-22

„… the model. In total, the model consists of 10 sheets that are linked to each other: Battery. The …” „… data needed to model these are collected here. For example, data is entered for all crops that need …” „… ploughing, so data from field implements is inserted and further calculated here. (9) Capacity …”

L. Meyer, P. Noyer Holistic Tractor Setup and Optimization System – CLAAS Electronic Machine Optimization for the Tractor S. 185-190

„… new technologies. By use of sensor technologies and data management a change of crop production …” „… changed from producing a maximum quantity to producing at the economical optimum. Closely linked to …” „… the right settings and in the complexity of looking up data to calculate optimal settings. It became …”

doi.org/10.51202/9783181023006

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Metrology in digital production

VDI / VDE (ed.)

Series: Blaue Papiere

Volume 04/2023 2023

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Existing standardised interfaces and models for integration S. 10-16

„… . The data is pro-vided by the machines via so-called “agents” in XML format, which are linked to the …” „… an interface is the PiWeb interface to the database of a commercial measurement data anal-ysis and …” „… used for this purpose. A categorisation linked to the units, which is taken into account in both legal …”

Models S. 17-25

„… technical implementations. It therefore re-mains open through which protocols, data formats and …” „… digital production 21 www.vdi.de The four main components of the DCC  Administrative data with …” „… . Much of the information used in the DCC is closely linked to the information of the entities used in …”

Integration of measurement technology into digital production S. 6-9

„… , the term digitali-sation is closely linked, especially in Germany, with the term Industry 4.0, which …” „… used in data transmission and processing. Many tech-nologies in metrology, such as image processing …” „… extent without digital data processing. The met-rological application of computed tomography only became …”

doi.org/10.51202/9783949971303

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AIRS – Advanced Ontology-based Information Retrieval System

Jan Werrmann

Series: Informatik/ Kommunikation

Volume 849 2016

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AIRS Knowledge Base S. 24-51

„… other. Again, conditions should also be modeled as concepts and they must be linked to the documents to …” „… data where the groups comprise different attributes or segments. A group again serves as information …” „… . AllDocument-Attributes that a Document can have are linked to the Source. Only the Document-Attributes that a document …”

Indexing and Retrieval for Advanced Ontology-based Information Retrieval S. 63-83

„… text data. To enable fast search for information, an index of the document’s content must be built …” „… collection of indexed data. All of the information that users want to search for must be indexed in advance …” „… to transform multi-dimensional data into a one-dimensional search index without losing any necessary …”

Sharing Knowledge through AIRS S. 84-90

„… feedback and stores it in the AIRS statistics databases. Figure 6.3 shows the data schema of one of the …” „… documents. The data stored in the Statistics database can now also be analyzed through standard business …” „… abstracted network of document relationships without containing data, because the goal was to include the …”

Field Tests and Evaluation S. 115-134

„… data systems in which error code-specific and symptom-based checks are managed for vehicle diagnosis …” „… not between all documents that they need to. Because this is a complicated step in the up-stream data …” „… . 8.2 AIRS Prototype User Interface A selection of data from different workshop systems of a car …”

Glossary S. 151-155

„… Document Landscape. 153 Glossary is-linked-to Element of AIRSKB. A Document-Relation between two Documents …” „… Heterogeneous Document Landscape. is-source-linked-to Element of AIRSKB. A Source-Relation between two Sources …” „… Heterogeneous Document Landscape. Indicates the existence of at least one is-linked-to relationship between two …”

doi.org/10.51202/9783186849106

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VDI nachrichten

Browse Volumes: VDI nachrichten

VDI nachrichten Volume 74 (2020) Issue 06 ISSN Online: 0042-1758

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Rainer Spies „Lernen ist ein sozialer Prozess“ S. 32

„… außer Acht bleiben. Educational Data Mining (EDM) versus Learning Analytics (LA). Während beim EDM vor …” „… Mitarbeiter zugreifen: auf der Plattform LinkedIn-Learning, deren Angebote jeder der 50 000 BI-Mitarbeiter …” „… . LinkedIn-Learning dagegen kommt mit einem ansprechenden Frontend daher“, sagt Karsten Gottke, Global Senior …”

doi.org/10.51202/0042-1758-2020-06

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Gaia-X in industriellen Wertschöpfungsnetzwerken – Erkenntnisse aus der Förderlinie InGAIA-X

Roman Dumitrescu, Oliver Riedel, Michael Henke, Joachim Metternich, Steffen Ihlenfeldt, Christian Koldewey

Series: Technik und Wirtschaft

Volume 204 2025

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Fed-X-Pro S. 115-120

„… . Reichelt,and S Ihlenfeldt. Enabling Federated Learning Services Using OPC UA, Linked Data and GAIA-Xin …” „… Association,2021. URL https://doi.org/10.5281/zenodo.5675873. Published by the International DataSpaces …” „… wurde die von Fraunhofer entwickelte LinkedFactory ver-wendet. Diese ermöglicht es, Prozessdaten mit …”

Datensouverüanitüat durch Gaia-X – Grundlagen der Ergebnisse in der Förderlinie InGAIA-X S. 14-30

„… der Linked-Data-Prinzipien zu speichern undzu verknüpfen. LF verwendet ein an JSON-LD angelehntes …” „… leichtgewichtiges Linked-Data-Format, daseine graphenbasierte Struktur zur Darstellung von Objekten und ihren …” „… Anwendung der Linked-Data-Prinzipien ist es möglich, Verknüpfungen zwischen den Werten ei-nes Elements und …”

Autorenübersicht S. 127-145

„… Umformtechnik (IWU), dersich auf Digitalisierung und Linked Data spezialisiert hat. Sei-ne Forschungsinteressen …” „… Industrial DataServices bei SW. Er erforscht und entwickelt Softwarelösungenim Maschinen- und Anlagenbau …” „… implementiert maßgeschneiderte KI-Lösungen.Ihre Schwerpunkte liegen in den Bereichen Data Science, Su-pervised …”

Titelei/Inhaltsverzeichnis S. I-VIII

„… , Anwen-dungsfälle, Datensouveränität, förderierte Services, Geschäftsmodelle, KollaborationKeywords: Gaia-X, data …” „… spaces, demonstrators, research projects, digital ecosystems, use cases, data soveignty, federated …” „… bibliographic data is available via Internet at www.dnb.de.© VDI Verlag GmbH | Düsseldorf 2025Alle Rechte …”

GRIPSS-X S. 71-88

„… regelmäßig über verschiedene Kanäle, wie LinkedIn-Beiträge, Newsletterund die Projektwebseite …” „… konnte. Durch eine Webseite (siehe Abbildung 4.10) sowieLinkedIn Page konnten die Ergebnisse regelmäßig …” „… hervorzuheben.Unter dem Motto”Connecting to Data Ecosystems based on Gaia-X“ des Gaia-X Community Standsdurfte …”

doi.org/10.51202/9783186204165

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Semantische Revisionskontrolle für die Evolution von Informations- und Datenmodellen

Stephan Hensel

Series: Informatik/ Kommunikation

Volume 873 2021

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Titelei/Inhaltsverzeichnis S. I-XVIII

„… – Evolution – Informationsmodelle – Datenmodelle – Linked Data – R43ples – Co-Simulation – Modularisierung …” „… FMU Functional Mock-up Unit GLD Goverment Linked Data IP Internetprotokoll KAON Karlsruhe Ontology and …” „… Semantic Web framework LDAP Lightweight Directory Access Protocol LED Linked Enterprise Data LOD Linked …”

Literaturverzeichnis S. 152-172

„… Williams. „Managing the Life-Cycle of Linked Data with the LOD2 Stack“. en. In: The Semantic Web – ISWC …” „… Iemma und Federico Morando. „Collaborative Open Data versioning: a pragmatic approach using Linked Data …” „… . 11. 2020) (siehe S. 28). [Gra16] Markus Graube. „Linked Enterprise Data als semantischer …”

1 Einleitung S. 1-7

„… Flexibilisierung aufgrund von Ansätzen wie Linked Enterprise Data (LED) [Gra16], aber auf der anderen Seite auch an …”

4 Entwurf S. 59-102

„… Bereich von Goverment Linked Data (GLD) [W3C12], Linked Open Data (LOD) [Aue+12] oder dem Ontologie …” „… dargestellt. Die Komponente DataManagement besteht aus dem eigentlichen Datenspeicher und einem …” „… DataManagement können sowohl Daten- als auch Informationsmodelle revisioniert werden, was der Umsetzung von …”

3 Analyse S. 32-58

„… die Beschreibung der Revisionsinformation in Linked Data und basiert zu Teilen auf der Arbeit von …” „… , wie beispielsweise die semantische Beschreibung von Quantities, Units, Dimensions, and Data Types …”

doi.org/10.51202/9783186873101

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Roundtrip-Engineering für die Synchronisation von Datenmodellen im Anwendungsgebiet der Prozessindustrie

Julian Rahm

Series: Informatik/ Kommunikation

Volume 887 2024

doi.org/10.51202/9783186887108

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