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Description The manufacturing of large-scale parts needs the implementation of a holistic data management and integrated automation methodology to achieve the desired levels of precision using modular and more flexible
 Three-Dimensional Finite Element Modelling of Sheet Metal Forming for the Manufacture of Pipe Components: Symmetry Considerations. Result title Three-Dimensional Finite Element Modelling of Sheet Metal Forming for the Manufacture of Pipe Components: Symmetry Considerations.
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Description It establishes a unique forum where separately maturing technologies of 5G and cloud-edge continuum, data technologies and analysis (including data spaces and GAIA-X) and operational technology (automation
Organisation INTERNATIONAL DATA SPACES EV
 Federated data infra & toolkit for data-driven model.v1 Result title Federated data infra & toolkit for data-driven model.v1
 Digital twin configuration, edge AI and deep learning.v1 Result description Open toolchain for modelling and deploying AAS and a description of the AAS developed for ZeroSWARM trials. Report and software. First version.
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Description The deficiencies can be attributed largely to the lack of efficient ways for trusted data sharing among the stakeholders without interoperability barriers.
Organisation SAVVY DATA SYSTEMS SL
 Voestalpine Use Case Result description The vision of the future process A new shopfloor modelling approach will facilitate the integration of ERP- and machine capability as well as current configuration status data into a product, process
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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
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 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).
 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 Also to pursue the highly-connected factory model to reap the benefits of all the data generated within the factory.
Comments  The set of components will provide functionalities related to IoT, robotics, AI, Big Data and HMI.
 Data Management Plan 1 Result title Data Management Plan 1 Result description The deliverable presents the procedures for collecting and storing data generated in the project in the first year.
 R&I Objective 4.3: Human & technology complementarity and excellence in manufacturing Comments  The set of components will provide functionalities related to IoT, robotics, AI, Big Data and HMI.
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Description By having access to on-demand data, models, algorithms, and resources for industrial products (i.e. mechatronic systems supporting the production of other products), the DBP will enable their customisation
 To Offload or Not? An Analysis of Big Data Offloading Strategies from Edge to Cloud Result title An Analysis of Big Data Offloading Strategies from Edge to Cloud
 Reference Architecture for IoT Platforms towards Cloud Continuum based on Apache Kafka and Orchestration Methods Result description try the pre-formated search via the search engines listed on this page.Authors: Zoltán Farkas and Róbert LovasJournal title: Proceedings of the 7th International Conference on Internet of Things, Big Data
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Description s-X-AIPI will be performed by an interdisciplinary consortium (AI integration and Big Data analytics, use case process understanding, modelling and digital platforms, research, industry, SME [4 companies
 Data management plan-initial version Result title Data management plan-initial version Result description and templates for an apprpriate description of the generated data sets
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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.
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
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Description devices to share data in a common format.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies System modelling - digital twins
 FoF-EMon Result description Data acquisition for higher monitoring systems, e.g. MES.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 2.10 Adaptive Process Automation and Control for a sensing shop floor Taxon description These systems should include software capable of monitoring KPIs and lifecycle parameters as well as data processing and data-mining technologies capable of extracting the knowledge and model of machine
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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 Standards Standards and standardisation
 Improvement on µ-injection process Result description Both the actual manufacturing data obtained from the monitoring and the empirical modelling for the part quality previously carried out has been implemented by the University of Leuphana on a software
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 3.10 Design and management of Production Machinery and Processes Taxon description Europe may exploit the opportunity of being the leader of such “co-modelling” community, by adding value thanks to an intensive knowledge-exchange network.
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Comments Information and communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 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 and operators Technologies and enablers System modelling - digital twins, simulation Technologies and enablers Engineering tools Standards Standards and standardisation Domain 4 - Collaborative
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 Domain 4: Collaborative and mobile enterprises Taxon description Some outstanding challenges which future manufacturing enterprises will have to encounter through innovative ICT are the following: • Facilitating secure data exchange for collaboration in design, engineering
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Description Reuse of product and process data is a promising approach to leverage virtual simulation of manual manufacturing processes.
Comments Interoperability (ICT) Significant innovations and achievements Significant innovations and lessons learned, training aspects Knowledge-workers and operators Technologies and enablers System modelling
 Data Import, Filter and Mapping Result title Data Import, Filter and Mapping Result description The first is covered under the term structural data and the latter under the term geometry data in Fig. 1. Result acronym Data Import, Filter and Mapping
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 5.2 Advanced Information Models for knowledge creation and learning Taxon description Future ICT research should focus on context-aware information modelling on data captured from the shop floor and enterprise backend systems.
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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.
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 RP 2.10 Adaptive Process Automation and Control for a sensing shop floor Taxon description These systems should include software capable of monitoring KPIs and lifecycle parameters as well as data processing and data-mining technologies capable of extracting the knowledge and model of machine
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Description SO-PC-Pro will apply this methodology for the first time to modelling processes and interactions in the production domain, resulting in a new set of ICT-based technologies that will support people-centred
 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 5.2 Advanced Information Models for knowledge creation and learning Taxon description Future ICT research should focus on context-aware information modelling on data captured from the shop floor and enterprise backend systems.
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Description LinkedDesign is intended to boost today’s engineers by providing an integrated, holistic view on data, persons and processes across the full product lifecycle as vital resource for the outstanding
Comments System modelling - digital twins, simulation Technologies and enablers Engineering tools Part of the project covered the field of KBE (Knowledge Based Engineering).
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.
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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 - data platforms Technologies and enablers Data spaces Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering tools Domain 5 -
 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.
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 RP 5.2 Advanced Information Models for knowledge creation and learning Taxon description Future ICT research should focus on context-aware information modelling on data captured from the shop floor and enterprise backend systems.
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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
 Machine Availability Monitoring Module Result description Afterwards, an information fusion technique processes the monitoring data in order to feed the process planning service with the status, specifications, and availability time windows of machine tools.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
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Comments The data miming, real-time alerting and cognitive predictive meta-modelling is not a chimera.
 Monitoring System HW and SW Result description New measurement equipment replacing the old system featuring OPC-UA data transfer
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 Lessons learned Comments The data miming, real-time alerting and cognitive predictive meta-modelling is not a chimera.
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Comments and robotics technologies Information and communication technologies Technologies and enablers IoT - Internet of Things Technologies and enablers Information and communication technologies System modelling
 Production System Opportunistic Maintenance Planning Result description Machine degradation modelling: This module takes in input the association of signal patterns to degradation states and initial sample data obtained from the shop floor.
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 RP 2.10 Adaptive Process Automation and Control for a sensing shop floor Taxon description These systems should include software capable of monitoring KPIs and lifecycle parameters as well as data processing and data-mining technologies capable of extracting the knowledge and model of machine
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Comments RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data FoF Partnership SRIA Research priorities Domain 5: Human-centric manufacturing The holistic factrory simulation tool includes
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon title RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.
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Description By modelling all process steps and manufacturing assets as services it is possible to realize cross-organization manufacturing orchestrations and integrate distributed resources and ultimately manufacture
Comments enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage, analytics, processing and
 Cost-Efficient Data Redundancy in the Cloud Result title Cost-Efficient Data Redundancy in the Cloud
 Automotive Use Case Result description Valuable efficiency and machine status data from the production processes coupled with data from legacy systems and positional data from key production assets will provide greater insight into the plant
 Data modelling Taxon title Data modelling
 Data Liability Taxon description . for example in relation to quality of data, data, security breaches, delivery, data analytics misuse or misrepresentation, loss of stored data, access or retrieval of data, etc.
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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 Knowledge-workers and operators
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 2.10 Adaptive Process Automation and Control for a sensing shop floor Taxon description These systems should include software capable of monitoring KPIs and lifecycle parameters as well as data processing and data-mining technologies capable of extracting the knowledge and model of machine
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Comments Knowledge-workers and operators Technologies and enablers System modelling - digital twins, simulation Technologies and enablers Engineering tools FALCON aims to provide methodologies and approaches
 Taking Advantage of Data Generated by Products: Trends, Opportunities and Challenges Result title Taking Advantage of Data Generated by Products: Trends, Opportunities and Challenges
 FALCON semantic concept definition document Result description In this report domain boundaries for each application are defined, and all products, processes, data sources and resources are identified.
 Data acquisition Taxon title Data acquisition