Projects overview

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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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 Open Data Use Plan Result title Open Data Use Plan Result description Development of a Data Management Plan (DMP) that details what types of data generated by the project will be open, according to “Guidelines on Data Management in Horizon 2020”.
 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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Description from heterogeneous data sources during design, manufacturing, testing and usage; To manage, reuse and optimize designs, promoting modularity and Engineering Design Codified Knowledge, through KBE and
 Towards a Reference Procedure for Designing and Modelling a PSS in the Automotive Industry Result title Towards a Reference Procedure for Designing and Modelling a PSS in the Automotive Industry
 Analysis and Procedures for Secure data sharing across the P-S lifecycle Result description This document contains the results of Task 3.5 - how the data exchange among different data systems is secure and dinamic.
 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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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
 Big Data Analytics Tools and Platforms First Result title Big Data Analytics Tools and Platforms First
 Mobile Applications Development Platform First Result description Data Analytics and 3D rendering in product service systems
 Mobile Applications Development Platform Final Result description Data Analytics and 3D rendering in product service systems
 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 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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Description Secondly, a fully embedded approach to real time (RT) control was adopted for efficient processing of acquired data and high speed -multiple inputs/ multiple outputs- closed-loop control.
 MAShES dataset for benchmarking Result description Public dataset with data, measurements and routings for benchmarking purposes.
 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 Subtractive Processe Knowledge-workers and operators Technologies and enablers Additive Manufacturing aims at moving Europe to the forefront with respect to design for Additive Manufacturing System modelling
 D1.10 Interoperability year 3 Result description The final set up of the PLM-database described with data formats and standards used.
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 RP 2.13 M2M cloud connectivity for future manufacturing enterprises Taxon description would make consumption and processing of device data faster and more efficient.
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Description Multi-scale metal/CFRP modelling, self-adaptive process control, and quality diagnosis based on multimodal active imaging.
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 and data analytics tools will identify deviations between expected and actual results allowing early management of factory and production issues.
 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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 Microscopic modelling of weld formation in EMW: Open questions Result title Microscopic modelling of weld formation in EMW: Open questions
 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.
 Domain 5: Human-centric manufacturing Taxon description At the core of future manufacturing is the information generated in the factory environment, which needs to be managed and adequately transformed from the data level to the knowledge level.
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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 of energy consumption (in %) Additional KPIs Contribution to the reduction of energy use and CO2 emissions As the dmonstrators are not running under productive conditions, we could not meassure any data
 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.
 RP 2.5 Mechatronics and new machine architectures for adaptive and evolving Factories Taxon description This modular vision for adaptive machines should be duly complemented with robust industrial real-time communication technologies, system modelling approaches and distributed intelligence architectures
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 Solid state memory data erasure: Guidance Result title Solid state memory data erasure: Guidance
 RP 4.2 End-of-Life (EoL) applications in a network of remanufacturing stakeholders Taxon description The information gap is the result of the lack of data on product usage, repair, service, and refurbishment history.
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Description Specifically, the ReconCell System is based on a layered concept where we start together with the customer with business modelling the planned product assembly based on the ReconCell System to assess its
Organisation LOGICDATA ELECTRONIC & SOFTWARE ENTWICKLUNGS GMBH
 Final assembly & customization of drive systems and control boxes Result description LOGICDATA is an innovation leader and the leading supplier in the field of motor controls, operating elements and actuator elements for electronically adjustable furniture.
 RP 2.3 Symbiotic Safe and Productive human robot interaction, professional Service Robots and Multimodal Human-Machine-Robot Collaboration Taxon description robots interacting with other robots, with machinery and with human workers as well as distributed embedded real-time systems should be investigated, with capability to analyze large volumes of sensory data
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Comments tools for human activity monitoring and analysis FoF Partnership SRIA Research priorities Domain 5: Human-centric manufacturing RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data
 Prima Power Pilot - Worker Feedback Dashboard - Empowering feedback on work well-being and achievements Result description A web-based solution is proposed for providing data-driven, personal feedback to factory operators.
 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 The platform will provide seamless connectivity to the automation solutions, smart objects, and real-time data sources across the network.
Comments Data ownership - data governance Business model aspects Governance rules and procedures for the collaboration in production networks Data Liability Business model aspects Semantic/information interoperability
 Dynamic Modelling of Production Supply Chains of SMEs with Large OEMs in DIGICOR Result title Dynamic Modelling of Production Supply Chains of SMEs with Large OEMs in DIGICOR
 Data access API & Reference data store (final release) Result description Final software release of the Data access API and data store. API will be published to external developers community.
 Data ownership - data governance Taxon title Data ownership - data governance
 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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Description Software Development Kit (OAK) for Factories of the Future that aims to be the reference system software for collaborative manufacturing and logistics processes including its associated resources and data
Comments storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms - data platforms Technologies and enablers Data spaces Information
 vfOS - ID5.4a - Data Analytics(M18) Result title vfOS - ID5.4a - Data Analytics(M18)
 vfOS - ID5.2a - Data Storage(M18) Result description This task will specify and implement vf-OS data storage module (D5.2), supporting three major dimensions of “Big Data” when dealing with intensive streaming data, namely: Volume (scale of data processed
 Data storage Taxon title Data storage
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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 storage Taxon title Data storage
 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 Once data has reached the platform, data are stored for future uses such as offline analytics and auditing.
 Semantic Modelling of Manufacturing Collaboration Assets Result title 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
 Industrial Reference ICT Architectures Comments Once data has reached the platform, data are stored for future uses such as offline analytics and auditing.
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Description Nevertheless, there are still barriers to successful deployment including the issues of data fragmentation, limited data interoperability, poor deployment of advanced analytics and lack of effective integration
 Digital Modelling and Interoperability v1 Result title Digital Modelling and Interoperability v1
 Public final activity report Result description management and final release of the PROPHESY data and data access mechanism to the consortium members
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Description This process will be developed with great strides made notably on the modelling of structure-function relationships and on the demoulding step.
 Data Management Plan Result title Data Management Plan Result description It will summarise what data will be collected, what data will be shared and via what methodology and standards it will be shared.
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 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 A critical target will be the active and passive use of information from workers, without storing any personal data, in order to maintain the confidentiality of the person involved.
 Augmented Reality (AR) to support the integration of people with disabilities in the production line Result description The objective of the authoring tool is to facilitate the process of data ingestion and customization of AR instructions.
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Description Data analytics tools provide a mean for knowledge build-up, system control and ZDM management.
 Industrial Business Process Management Using Adonis Towards a Modular Business Process Modelling Method for Zero-Defect-Manufacturing Result title Industrial Business Process Management Using Adonis Towards a Modular Business Process Modelling Method for Zero-Defect-Manufacturing
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Description This is part of the new concept of introducing seamless automation and network solutions as well as enhancing the transparency of data, their consistence and overall efficiency.
Organisation SAVVY DATA SYSTEMS SL
 Topic Modelling for Summarizing Industrial Log Data Result title Topic Modelling for Summarizing Industrial Log Data
 Video - Digital Supply Chain Twin from Bosch Result description This HMI, is an Arrowhead Compliant consumer that consumes and integrates data published by the providers and shows in the same platform the data.
 Launching the Machine Tool: integration of third parties services using the Arrowhead Framework Result description This HMI, is an Arrowhead Compliant consumer that consumes and integrates data published by the providers and shows in the same platform the data.
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Description The proactive maintenance service platform architecture consists of distributed processing chains that efficiently transform raw data into knowledge while minimising the need for transfer bandwidth.
 Predicting machine failures from industrial time series data Result title Predicting machine failures from industrial time series data
 Towards Automatic Generation Of Metafeatures Result description Discovery and Data Mining (PAKDD) 2016Published year: 2016Published pages: http://pakdd16.wordpress.fos.auckland.ac.nz/ISBN:978-3-319-31752-6
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 Modelling the temperature in joint friction of industrial manipulators Result title Modelling the temperature in joint friction of industrial manipulators
 Reference tools and interfaces to System Behavior Layer Result description It directly eleborates requirements obtained from Task 5.1 into protocols, data packets and high level drivers for delivering them into commercial MES / predictive maintenance systems.
 Control technologies Taxon description systems to changing environments or system degradation, taking into account constraints and considering alternatives, hereby relying on robust industrial real-time communication technologies, system modelling
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Description LAY2FORM will create a new cost-effective multistage manufacturing platform based on flexible machinery concepts, cognitive automation, inline monitoring and inspection, as well as simulation and modelling
 Data Management Plan Result title Data Management Plan Result description Data Management Plan M8/ M24/ M48