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 Empirical Analysis for Remaining Useful Life Estimation via Data-Driven Models Result title Empirical Analysis for Remaining Useful Life Estimation via Data-Driven Models
 Aerospace Pilot – Jet engine manufacturing & maintenance (GRC) Result description To perform the prediction, data is collected from each engine after each flight.
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Description ConnectedFactories explores pathways to the digital integration and interoperability of manufacturing systems and processes and the benefits this will bring.
Comments Interoperability (ICT) Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability
 Key enablers and cross-cutting factors Result description data storage, simulation tools, high performance computing, big data technologies, artificial intelligence, etc… Cross-cutting aspects are described through a comprehensive set of structured
 Data ownership - data governance Taxon title Data ownership - data governance Taxon description Therefore, at the core of every digital platform must be a legally, organizationally and commercially viable concept for data sharing/trading/exchange.
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Description One of the most imperative problems so far is to connect supply chain data and services between enterprises and to connect value chain data within a factory so that it can meaningfully support decision-making
Comments Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) Digital Factory
 D5.1 Big data mining and analytics tools I Result title D5.1 Big data mining and analytics tools I
 D5.4 Continuous deep learning toolkit for real time adaptation II Result description Interfactory Interoperability and Data”.
 D5.10 Intrafactory interoperability layer II Result description Interfactory Interoperability and Data”.
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 Data modelling Taxon description Data modeling in software engineering is the process of creating a data model for an information system by applying certain formal techniques.
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Description The productivity of the serial production model is compromised by the need to perform changes in the production equipment that cannot support multiple operations in dynamic environments.
Comments Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) Connectivity & network interoperability – communication
 Digital world model for Human Robot Collaborative operations Result title Digital world model for Human Robot Collaborative operations
 Pilot cell for automotive moving line final assembly Result description for data processing.
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
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Comments Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT)
 Data Management Plan (DMP) Result title Data Management Plan (DMP) Result description The plan will describe ways to manage all research data, and metadata, during and after the project duration.
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 Data processing Taxon description Data processing is, generally, the collection and manipulation of items of data to produce meaningful information (https://en.wikipedia.org
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Comments Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) The system
 CPS Data Model Architecture - M12 release Result title CPS Data Model Architecture - M12 release Result description Report on the CPS data models and ontologies of the project, including techniques for their aggregation into higher level data models. This is the first of two incremental releases.
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 RP 2.15 Mass customisation and integration of real-world resources Taxon description Future research is needed in the development of a dynamic object oriented model to represent classes and instances of real-world resources as well as semantics representations to model intangible assets
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Description The same component will be used for managing product related data pertaining to the manufacturer, supplier and the customer.
Comments Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) The services
 Model-Based Systems Engineering for PSS Development: Review and Problem Statement Result title Model-Based Systems Engineering for PSS Development: Review and Problem Statement
  Automatic estimation of environmental impact for specific manufacturing processes and production activities (potential result) Result description Statistical analysis of energy demand / usage profiles, utilizing near real-time environmental impact data.
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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Description open source platforms federation, integrated from state-of-the-art R&I advances in the fields of Internet of Things, Future Internet and CPS / Smart Systems and able to bi-directionally interoperate data
Comments ICT performance characteristics Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework
Result product Papyrus: Industrial-grade open source Model-Based Engineering tool
 Baden-Württemberg Industrial Champion Result description Specifically at John Deere we address: The integration a connection of CPS to a smart manufacturing bus that allows the exchange of data with IT services.
 Rhône-Alpes Champion: The Smart Mold Result comments Papyrus: Industrial-grade open source Model-Based Engineering tool BEinCPPS
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 Data modelling Taxon description Data modeling in software engineering is the process of creating a data model for an information system by applying certain formal techniques.
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Description The platform will provide seamless connectivity to the automation solutions, smart objects, and real-time data sources across the network.
Comments Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) Gateway (interfaces
 Data Exchange Ontology for Interoperability Facilitation Within Industrial Automation Domain Result title Data Exchange Ontology for Interoperability Facilitation Within Industrial Automation Domain
 D5.8: Data access API & Reference data store (Final Release) Result description It documents the APIs and data models present in both Use Cases with additional clarification provided through manufacturing scenarios.
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 Data ownership - data governance Taxon description Therefore, at the core of every digital platform must be a legally, organizationally and commercially viable concept for data sharing/trading/exchange.
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Description The governance model is a federation of platforms for multi-sided trade, with mandatory interoperation functions and optional added-value business functions that can be provided by third parties.
Comments Data/object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) Open published
 A new data model for logistics in furniture collaborations Result title A new data model for logistics in furniture collaborations
 Semantic Modelling of Manufacturing Collaboration Assets Result description A report designing semantic data integration mechanisms
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 Interaction with other digital platforms Taxon description   Application programming interfaces (APIs) and other technical boundary resources enable interoperability and co-operative resources set the rules of participating and sharing within the platform
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Description It uses a standardized multi-domain reference architecture, fully compliant with ISO 29182, which fosters reusability, scalability, and interoperability.
Comments - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) Connectivity & network interoperability – communication
 Improving lifecycle query in integrated toolchains using linked data and MQTT-based data warehousing Result title Improving lifecycle query in integrated toolchains using linked data and MQTT-based data warehousing
 Safety-critical Sandbox (Beta) Result description Implementation and evaluation of formal model using model checker/big data analytics techniques – M24
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 A Security Architecture for Digital Manufacturing Platforms Taxon description Digital Manufacturing Platforms tend to try to bridge operational systems with information technology, such as the use of analytics, data collection and distribution and visualization that can lead to