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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 The DFM model will be used to exploit data coming from machinery, sensors and production lines and will offer interoperability in communication by providing all these heterogeneous data in a common format
Result product International Data Space (IDS) Reference Architecture
 Big data mining and analytics tools I Result title Big data mining and analytics tools I
 Big data mining and analytics tools II Result title Big data mining and analytics tools I
 Big data mining and analytics tools II Result title Big data mining and analytics tools I
 Continuous deep learning toolkit for real time adaptation I Result description Interfactory Interoperability and Data”.
 Continuous deep learning toolkit for real time adaptation II Result description Interfactory Interoperability and Data”.
 Intrafactory interoperability layer I Result description Interfactory Interoperability and Data”.
 Intrafactory interoperability layer II Result description Interfactory Interoperability and Data”.
 Interoperability for M2M & HMI in factory environments II Result comments Connected IT and OT IoT enabled SCADA, MOM-MES, ERP (…) connectivity Humans actively connected Human Machine Interfaces Data communication and interoperability Reference docs
 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.
 IoT - Internet of Things Comments The DFM model will be used to exploit data coming from machinery, sensors and production lines and will offer interoperability in communication by providing all these heterogeneous data in a common format
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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.
 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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Description The platform will provide seamless connectivity to the automation solutions, smart objects, and real-time data sources across the network.
Comments standard for secure and reliable exchange of data in the industrial automation space.
 D5.8: Data access API & Reference data store (Final Release) Result title 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.
 D6.2: Knowledge Protection Specification Result comments Data ownership - data governance Dynamic IT connections to new supply chain partners
 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.
 Standards Comments standard for secure and reliable exchange of data in the industrial automation space.
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Comments The IIS and the Integration plan of the Z-Fact0r solution were based on the same APIs and protocols as the data exchange in the system.
 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
 Business model aspects of digital platform deployment Taxon description Another difference is the central role of data for platforms, meaning that data governance is one of the essential elements of the value proposition of platforms.  
 APIs and Integration Protocols Comments The IIS and the Integration plan of the Z-Fact0r solution were based on the same APIs and protocols as the data exchange in the system.
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Comments The I4.0 interface specification has not been published yet, but a key enabling technology will probably be OPC UA, used as both a communication protocol and a data meta-model.
 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.
 FAR-EDGE Architecture and Components Specifications Result comments In FAR-EDGE, we envision the use of OCB to implement the generic publish/subscribe interface of the Distributed Data Analytics subsystem
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 IoT - Internet of Things Taxon description of Things (IoT) is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers (UIDs) and the ability to transfer data
 Data communication and interoperability Comments The I4.0 interface specification has not been published yet, but a key enabling technology will probably be OPC UA, used as both a communication protocol and a data meta-model.
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Description The following main work areas covered by the annual work program 2015 have been identified: ›Safe secure and authenticated data communication within and outside of manufacturing plants &rsaquo
Organisation KNOW-CENTER GMBH RESEARCH CENTER FOR DATA-DRIVEN BUSINESS & BIG DATA ANALYTICS (KNOW)
Comments In Semi40 project a good or product is usually a tangible object such as a software, hardware components, and improved wafers, test solutions for manufacturing processes, new automation concepts or management
 Applicability and robustness of ICA for semiconductor data Result title Applicability and robustness of ICA for semiconductor data
 Multi-Loop Feedback Hierarchy involving Human Workers in Manufacturing Processes Result description The data flow in this feedback loops is further characterised by features commonly associated with Big 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.
 Manufacturing the products of the future Comments In Semi40 project a good or product is usually a tangible object such as a software, hardware components, and improved wafers, test solutions for manufacturing processes, new automation concepts or management
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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.
 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
 CELOS DMG: Success stories Result comments DMG MORI presented a machine tool equipped with more than 60 sensors that transmitted digitised information on components from the sensors to the cloud for the purposes of data
 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 PostgreSQL: PostgreSQL is an open-source database system for object-relational data.
 Distributed Automation: Channel Management for Production Data Sharing Result title Distributed Automation: Channel Management for Production Data Sharing
 Periodic Reporting for period 1 - NIMBLE (Collaboration Network for Industry, Manufacturing, Business and Logistics in Europe) Result description data management from this new perspective.
 Design of an Open API for the NIMBLE Platform Result comments result_rcn_EC deliverableType_EC Documents, reports Connectivity & network interoperability – communication protocols
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 Programming Frameworks – Software Development Kits (SDKs) Comments PostgreSQL: PostgreSQL is an open-source database system for object-relational data.
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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 There is one DATA STORAGE (SQL, NoSQL, Mongo....) for the services and one KNOWLEDGE repository (semantic ontology) for the PLATFORM Data processing in the services is automatic with different algorythms
  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.
 ICP4Life Designer Component Result comments Furthermore, it will perform a link to different specific legacy CAX tools to circulate the information flow and data sharing or management.
 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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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
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.
 Lombardy Champion - Zero-Hours Quality Result comments Data/object model interoperability - Data exchange formats - APIs OPC UA Address Space for Testing Stations Connectivity & network interoperability – communication protocols OPC UA, NGSI Performance
 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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ZHQ | Lombardy Champion - Zero-Hours Quality

Project: BEinCPPS

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Updated at: 19-07-2019

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Description storage and computationally-intensive data analysis tasks.
  Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs