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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 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 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 protection/security issues Success Factors Demonstration and upscaling (UPSCALE) UPSCALE - Organisational aspects of upscaling have been analysed Success Factors Demonstration and upscaling (UPSCALE)
 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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 Cloud-based simulation of air-quality over cities Result description European regulations on air-quality protection require more and more the testing and evaluation of adaptation and reduction scenarios.
 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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 Integrated electronics for integrated components (Portable sensors unit for environmental monitoring). Result description The first integrated electronic components will be antenna for networking data transfer. As a result, weight and fitting space can be effectively reduced.
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description New standards can provide data and quality assurance which can be managed in supply networks providing high quality products.
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Description This implies a fast-reliable connection and data transfer between the different ICT systems (CNC, PLC, sensors, actuators, CAD-CAM...) using ad-hoc methodologies and software.
 RP 2.9 Multi-disciplinary engineering tools for mechatronics engineering Taxon description would be required for components at equipment level, that besides integrating several disciplines such as Mechanics, Control and Thermodynamics, were capable of being adjusted and calibrated with actual data
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Description process accurate.Within this project the goal is to develop an adaptive laser micromachining system, based on ultrashort pulsed laser ablation and a novel depth measurement sensor, together with advanced data
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Significant innovations and achievements
 Revision of the automatic point cloud analysis software for defect detection and evaluation with real data Result title Revision of the automatic point cloud analysis software for defect detection and evaluation with real data
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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Comments technologies/solutions have been analysed Success Factors Market aspects (MA) Competitors analysis and main strategies IPM - Non-disclosure - basics Success Factors IP Management (IPM) IPM - Considering IP protection
 RP 1.1 Manufacturing for custom made parts Taxon description Research should also address the need for seamless data integration across the process chain (e.g. CAD, production planning, simulation and process).
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Comments resource-efficient factories FoF Partnership SRIA Research priorities Most topics covered in Road4FAME Roadmap and Recommendations, Virtual Enterprise is one of the Road4FAME scenarious (with more detailled data
 RP 1.10 Manufacturing of high performance flexible structures Taxon description advantage, and new manufacturing methods and technologies are needed to realise the full potential of such high performance materials increasingly used in applications such as transport, construction, protection
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Comments ownership - data governance Business model aspects Data Liability Business model aspects Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information
 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 ownership - data governance Taxon title Data ownership - data governance
 RP 5.6 Plug & Play interfaces for factory workers in dynamic work environments Taxon description Challenges could be present in operations that require the usage of thick gloves for heat protection as well as in repetitive workflows that require check marking quality check results, for instance.
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Description WORKERS" (FACTS4WORKERS), therefore a serious effort will be put into integrating already available IT enablers into a seamless & flexible Smart Factory infrastructure based on worker-centric and data-driven
Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection, storage
 Data Management Plan Result title Data Management Plan Result description Data Management Plan
 Data storage Taxon title Data storage
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Comments At the architecture level, FALCON will endeavor to standardize communication protocols, data exchange formats, data exchange interfaces.
 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
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description manufacturing firms are asked not only to operate in compliance with all applicable legal requirements (business conduct, product quality, labour and employment practices, health and safety and environmental protection
 Standards Comments At the architecture level, FALCON will endeavor to standardize communication protocols, data exchange formats, data exchange interfaces.
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Description the Data acquisition modules to collect the data from the in-mould cavity pressure and temperature sensors as well to collect data from the injection machine PLC; Thanks to the data acquisition modules
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
 Integrated data acquistion system for Plastic Injection Moulding machines and moulds Result title Integrated data acquistion system for Plastic Injection Moulding machines and moulds Result description d) It enables to acquire the following data per cycle:  • Mould/cavity data: cavity pressure and temperature  • Machine data: screw position, machine pressure, cycle time &ensp
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 5.6 Plug & Play interfaces for factory workers in dynamic work environments Taxon description Challenges could be present in operations that require the usage of thick gloves for heat protection as well as in repetitive workflows that require check marking quality check results, for instance.
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Comments platforms Technologies and enablers Data spaces Information and communication technologies Collaborative and decentralized application architectures and development tools ICT performance characteristics
 Product variety management using data-mining methods — Reducing planning complexity by applying clustering analysis on product portfolios Result title Product variety management using data-mining methods — Reducing planning complexity by applying clustering analysis on product portfolios
 Plant Configuration for Frugal Innovation Result description This internal data structure communicates with the common PLM frugal framework data base via the PLM connector.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description manufacturing firms are asked not only to operate in compliance with all applicable legal requirements (business conduct, product quality, labour and employment practices, health and safety and environmental protection
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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 Domain 4 - Collaborative and Mobile
 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 protection/security issues Success Factors Demonstration and upscaling (UPSCALE) UPSCALE - Organisational aspects of upscaling have been analysed Success Factors Demonstration and upscaling (UPSCALE)
 Specifications of multimodal data communication Result title Specifications of multimodal data communication Result description A document on multimodal data communication for the consortium and others
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
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Comments and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data collection, storage, analytics
 Online Data Collection and Modeling for the Adaptive Production of Composite Pipes & Vessels Result title Online Data Collection and Modeling for the Adaptive Production of Composite Pipes & Vessels
 LCA Technical Report and Sustainability Product Declaration Result description Data quality requirements and comparison criteria of the Life Cycle Inventory phase will be discussed as well, with a focus on collected primary data and their representativeness for the considered system
 Data analytics Taxon title Data analytics
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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Description Supply Chain Management (SCM) systems • Limited integration from other information sources • Lack of distinction between internal and cross-company processes • Limited interoperability of systems/data
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 ADVENTURE Data Provisioning and Discovery Result title ADVENTURE Data Provisioning and Discovery
 ADVENTURE Cloud Storage Result description “binary data storage” or “semantic data storage”.
 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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Description and user groups, efficient administration of personalised data files, automated generation of supplying schemes and evaluation of alternative ones.
Comments ) protection was ensured using encryption methods in the developed software IPM - Considering IP protection mechanisms Success Factors IP Management (IPM) Patents and other IP protection mechanisms were
 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 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 IPM - Considering IP protection mechanisms Success Factors IP Management (IPM) More than three patents were created by the key development partners.
 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 5.8 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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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
 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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Comments platforms Technologies and enablers Data spaces Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering tools Standards Standards
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description manufacturing firms are asked not only to operate in compliance with all applicable legal requirements (business conduct, product quality, labour and employment practices, health and safety and environmental protection
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Description convenient periods and avoid unexpected breakdowns Operation: Managing energy as a production resource and reduce its consumption Product reliability: Providing the machine tool builder with real data
 Continuous Data recording of internal and external data in the FAGOR CNC Result title Continuous Data recording of internal and external data in the FAGOR CNC Result acronym Data logger (FAGOR CNC)
 Local CbM + Fleet-wide management Result description The data protection has been taken into account during all the solution development to guaranty that customer’s know-how is fully protected.
 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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Description . - In many cases information infrastructure fails to successfully aggregate and manage data from factory-wide sensor networks as well as from various data sources such as MES or ERP, analyse such data
Comments ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies
 Operator Support Result description This information consists by historical data from similar breakdowns as well as current data from applicable sensors.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 5.6 Plug & Play interfaces for factory workers in dynamic work environments Taxon description Challenges could be present in operations that require the usage of thick gloves for heat protection as well as in repetitive workflows that require check marking quality check results, for instance.
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Description development of this proactive quality control system will be based on the design and development of new hardware technologies, techniques and software solutions that in turn are based on real-time multi-data
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
 Multi-scale modelling from multi-sensor data fusion for visualization, design, analysis and additive manufacturing Result title Multi-scale modelling from multi-sensor data fusion for visualization, design, analysis and additive manufacturing
 Process monitoring technology based on multi-scale, multi-sensor data fusion for high responsiveness while identifying manufacturing process deviations, applicable to small batch productions. Result description and simulated data) - Methods and tools to fuse multiple signals (tested on simulated data, only) - Methods and tools to detect alarm states via multiple-source control chart (tested on simulated data
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description manufacturing firms are asked not only to operate in compliance with all applicable legal requirements (business conduct, product quality, labour and employment practices, health and safety and environmental protection
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Comments technologies/solutions have been analysed Success Factors Market aspects (MA) IPM - Non-disclosure - basics Success Factors IP Management (IPM) Most relevant before the project IPM - Considering IP protection
 Hardware for 2PP-based manufacturing with new autofocus system Result description It was found that a data acquisition approach with sample scanning before production provides valuable support in substrate defect detection and process automation.
 RP 1.1 Manufacturing for custom made parts Taxon description Research should also address the need for seamless data integration across the process chain (e.g. CAD, production planning, simulation and process).