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Comments Demonstration and upscaling (UPSCALE) UPSCALE - Assessment of technical readiness of both equipment and process for industrial use Success Factors Demonstration and upscaling (UPSCALE) UPSCALE - Address data
 Production System Opportunistic Maintenance Planning Result description Data gathering from sensorial data: this module receives in input data from the multiple sensors implemented at shop floor level to observe the degradation behaviour of the critical components in the system
 RP 3.13 Integration of design methods and tools Taxon description The integration of methods and tools requires the interoperability between the various models dealing with specific problem in the factory hierarchy.
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Description polymeric and metallic frames - advanced coating technologies, for short series lens coating - automated procedures, for personalisable frames catalogue design - scanning devices, for end-user anthropometric data
Comments processing technologies Information and communication technologies Technologies and enablers Collaborative and decentralized application architectures and development tools ICT performance characteristics Interoperability
 ICT-based mini-factories platform management Result description The ICT platform including: - Networked architecture: functional modules and detailed data model to be used in the IT platform, which are based in modern systems design principles (REST, service-oriented
 RP 6.9 On-demand manufacturing of customer-centric products Taxon description Design tools should identify and transfer key consumer requirements and collected data from suppliers into automated process routines.
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Comments Interoperability (ICT) Standards Standards and standardisation K TELECOMMUNICATION, COMPUTER PROGRAMMING, CONSULTING, COMPUTING INFRASTRUCTURE AND OTHER INFORMATION SERVICE ACTIVITIES Applications areas
 Data mining tool Result title Data mining tool Result acronym Data mining tool
 AmI Selection tool, monitoring services and Methodology Result description With this result the customer may collect raw data from the configured AmI systems/sensors, aggregate this data and use it in the scope of PES.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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Comments Internet of Things Technologies and enablers Information and communication technologies Collaborative and decentralized application architectures and development tools ICT performance characteristics Interoperability
 The MAS BioRing - A wearable ring for measuring physiological human data Result title The MAS BioRing - A wearable ring for measuring physiological human data Result description It provides a real time stream of feature set data extracted from the wearer’s heart (electrocardiograph) signal, blood pulse wave volume (finger photplethysmograph), skin conductance or local bio-impedance
 RP 5.1 New manufacturing education methods and e-learning Taxon description System interoperability and standardised interfaces are required to integrate e-learning tools with real life manufacturing processes and systems in the backend.
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Comments visualisation Technologies and enablers Human Machine Interfaces Information and communication technologies Data acquisition Technologies and enablers Data collection, storage, analytics, processing
 Collaborative management of inspection results in power plant turbines Result description Data and inspection annotations directly in the 3D model.
 Data acquisition Taxon title Data acquisition
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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Description and user groups, efficient administration of personalised data files, automated generation of supplying schemes and evaluation of alternative ones.
Comments Compatibility and integration with existing production environment and value chains Success Factors Demonstration and upscaling (UPSCALE) Integration with particular software suites was carried out to enable interoperability
 Data management for a seamless and robust data availability Result title Data management for a seamless and robust data availability Result description about data storage, persistence, update times, data quality etc.
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Description All of the available systems though are able to cover only a portion of the production, requiring exchange of data between different systems and thus making the overall optimization of the plant operation
 Green Assessment Method Result description inconsistency of energy consumption data may lead to unrealistic results and conclusions.
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description Distributed simulation systems offer good local optimization outcomes but lack interoperability and holistic modelling options, especially for complex manufacturing systems.
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Description A specific part of the platform takes into consideration a series of rules and will support project managers in the process of managing data workflow and integration issues.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Intelligent data management for a seamless and robust data availability Result title Intelligent data management for a seamless and robust data availability Result description It maps relational data transparently into ice.NET (current PDTec product) model with legacy data within ice.NET without replication and connects ice.NET to Master Data Management solutions.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 5.1 New manufacturing education methods and e-learning Taxon description System interoperability and standardised interfaces are required to integrate e-learning tools with real life manufacturing processes and systems in the backend.
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Description Data mining in combination with OLAP can support problems with diagnosis and resolution.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Domain 2: Adaptive and smart manufacturing
 Production Optimisation Data and Charters Result title Production Optimisation Data and Charters
 First Integrated Prototype Result description sources with software applications along with their interfaces providing interoperability and allowing the capture of data.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).
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Description The models will be based on multi-scale and multi-physics approach and capable of exchanging data with CAD design software, mechanical codes, and material models.
Comments therefore plays a crucial role for ensuring the quality of the manufactured product. 11 application cases have been selected , for which simulation skills have been demonstrated and compared to experimental data
 RP 3.13 Integration of design methods and tools Taxon description The integration of methods and tools requires the interoperability between the various models dealing with specific problem in the factory hierarchy.
 Manufacturing the products of the future Comments therefore plays a crucial role for ensuring the quality of the manufactured product. 11 application cases have been selected , for which simulation skills have been demonstrated and compared to experimental data
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Description Des-MOLD will uses as a main source, past empirical industrial experiences and simulation data to optimize, at the design time, the geometries of the pieces and moulds according to the desired features
Comments highly standardized molds to customized products with small batches, it is possible to construct an intelligent knowledge-based system that uses as a main source, past empirical experiences and simulation data
 RP 3.13 Integration of design methods and tools Taxon description The integration of methods and tools requires the interoperability between the various models dealing with specific problem in the factory hierarchy.
 Customised products Comments highly standardized molds to customized products with small batches, it is possible to construct an intelligent knowledge-based system that uses as a main source, past empirical experiences and simulation data
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Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Reference data model Result title Reference data model Result description Reference data model to support technically-oriented business processes, based on PLM, in industrial enterprises, especially SME. The data model is formulated as a modular ontology in OWL.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 3.3 Integrated High-performance Computing in Factory Life Cycle Management Taxon description ICT solutions for technical and historical data storage and knowledge mining for factory level operations are required that will analyse and process the data collected from an integration of factory information
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Comments products Customised products Manufacturing future products Manufacturing the products of the future Information and communication technologies Technologies and enablers Digital manufacturing platforms - data
 Cloud-based GloNet platform Result description ) and the automatic synchronization of data with external systems (data interoperabil-ity).
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 3.2 Intelligent maintenance systems for increased reliability of production systems Taxon description For this, predictive data analytics techniques should be developed to aggregate and process the massive amount of data captured by intelligent devices from the field on-the-fly.
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Comments Novel DC powered robot end effectors and manufacturing tools R&I Objective 1.6: Data ‘highways’ and data spaces in support of smart factories in dynamic value networks MIE Consultation 2020 (Closed
 Single and Multi-Robot Energy Consumption simulation Result description Results show a significant agreement with experimental data on the real robot.
 RP 3.13 Integration of design methods and tools Taxon description The integration of methods and tools requires the interoperability between the various models dealing with specific problem in the factory hierarchy.
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Comments Collaborative and decentralized application architectures and development tools ICT performance characteristics Interoperability (ICT) Service oriented architecture for integrating Human, robots
 Dual arm robot for assembly of large parts Result description A relational database is used for managing the high amount of data. Grippers manipulating a lengthy and heavy traverse and smaller parts are designed, built and installed.
 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 Sensorial data will be communicated to smart phones via Bluetooth or Wifi.
Comments Interoperability (ICT) Domain 4 - Collaborative and Mobile Enterprises Impact Workshop D4-Area 1: Networked Factories Impact Workshop Domain 4 - Collaborative and Mobile Enterprises MA - The innovation
 Collaborative LAB for META-Product Development Result description The public area is intended for end-users and experts which use the products and upload usage data to the cloud.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 4.3 Mobile store and applications for an agile and open supply network Taxon description Responsiveness of stakeholders within a supply network can be increased and new business opportunities could be generated if the right kind of data is made available to the decision makers at the right
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Comments General interoperability framework Interoperability (ICT) HORSE is an open platform where heterogeneous robots and other automation equipment, as well as new software modules can be integrated via OSGi
 Fast online collision avoidance for mobile service robots through potential fields on 3D environment data processed on GPUs Result title Fast online collision avoidance for mobile service robots through potential fields on 3D environment data processed on GPUs
 WFM middleware and related auxiliary modules Result description This module will provide algorithms to efficient correlate the data and provide them for further actions to all other system modules, i.e.
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description Distributed simulation systems offer good local optimization outcomes but lack interoperability and holistic modelling options, especially for complex manufacturing systems.
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Description ., cutting and abrasive operations); To enhance analysis-based process planning for additive manufacturing including thermal and stress aspects, and their interoperability with the design phase; To
Comments TEAM - Small teams within the consortium Success Factors Consortium, project team and general project management (TEAM) The Project is structured into WPs of small team, With interoperability aspect addressed
 D1.7 Interoperability year 2 Result title D1.7 Interoperability year 2
 D1.10 Interoperability year 3 Result description The final set up of the PLM-database described with data formats and standards used.
 RP 3.13 Integration of design methods and tools Taxon description The integration of methods and tools requires the interoperability between the various models dealing with specific problem in the factory hierarchy.
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Description Moreover, tools for multi-scale modelling, parametric offline programming, quality diagnosis and decision support will be developed under a cognitive approach to ensure interoperability and usability.
Comments has developed an oof line system based on data knowledge.
 ComMUnion dataset for benchmarking Result description Public dataset with data, measurements and routings for benchmarking purposes.
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description Distributed simulation systems offer good local optimization outcomes but lack interoperability and holistic modelling options, especially for complex manufacturing systems.
 R&I Objective 1.6: Data ‘highways’ and data spaces in support of smart factories in dynamic value networks Comments has developed an oof line system based on data knowledge.
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 Report on the life cycle assessment Result description For a quantitative evaluation of the LCA especially the data determined for the state of the art solution in WP1 is relevant. It will serve as a direct comparison.
 RP 5.1 New manufacturing education methods and e-learning Taxon description System interoperability and standardised interfaces are required to integrate e-learning tools with real life manufacturing processes and systems in the backend.
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Description Operator interaction will be done by a new developed HMI (Human Machine Interface) providing the huge amount of data in a reliable manner.
Comments Digital manufacturing platforms - data platforms Technologies and enablers Data spaces Information and communication technologies One option is to store the data generated by sending data to a cloud based
 A flexible architecture for data mining from heterogeneous data sources in automated production systems Result title A flexible architecture for data mining from heterogeneous data sources in automated production systems
 Versatile Production System Result description It thus provides an ideal multivendor platform for testing and validation of innovative technologies and products and for their interoperability.
 Data acquisition Taxon title Data acquisition
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description Distributed simulation systems offer good local optimization outcomes but lack interoperability and holistic modelling options, especially for complex manufacturing systems.
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Description On the other hand, monitoring of the machine empowered by Big Data and Cloud technologies allows analysing the real process including vibration and process instability issues.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Open research data Result title Open research data
 MC-SUITE application based on six different modules ready to reduce the gap between the simulated and the real process Result description MC-Monitor is a cloud based system able to store heterogeneous data including signal coming from internal sensors of the machine, from embedded systems and operator authored data.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description Distributed simulation systems offer good local optimization outcomes but lack interoperability and holistic modelling options, especially for complex manufacturing systems.
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 Big Data Analysis to Ease Interconnectivity in Industry 4.0—A Smart Factory Perspective Result title Big Data Analysis to Ease Interconnectivity in Industry 4.0—A Smart Factory Perspective
 Open Plug and Produce Architecture Specification Result description The deliverable will outline the key technical and conceptual definitions required to ensure the seamless integration and interoperability of plug&produce devices.
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Description The project will ground on existing de-facto standards and specifications regarding reconfigurable system architectures, resource data models, control architectures and interfaces, and will provide and
Comments ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) Innovation Action (IA) Project type - instrument
 Architecture for data models and information exchange Result title Architecture for data models and information exchange
 Communication protocol design specification Result description Specification of data access functions including the data model, amount of data by function and reliability of data and data transmission.
 Semantic/information interoperability Taxon title Semantic/information interoperability