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PROGRAMS | PROGnostics based Reliability Analysis for Maintenance Scheduling

01-10-2017

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31-03-2021

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Comments Developed solutions require the acquisition of data over a longer timespan to better train the artificial intellgence and digital twins based methods.
 The use of Digital Twin for predictive maintenance in manufacturing Result title The use of Digital Twin for predictive maintenance in manufacturing
 Robot-assisted welding use case: Calpak pilot line Result description Since all the major moving components of the robot concur with the quality of the welding, a PdM strategy has been deployed for each of them by modelling a digital twin for the whole robot.
 R&I Objective 1.1: Zero-defect and zero-downtime high-precision manufacturing, including predictive quality and non-destructive inspection methods Comments Developed solutions require the acquisition of data over a longer timespan to better train the artificial intellgence and digital twins based methods.

MANTIS | Cyber Physical System based Proactive Collaborative Maintenance

01-05-2015

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31-07-2018

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Description We made and published a valuable exercise on how different maintenance scenarios can be translated into Human-Machine Interfaces, representing data in different interface types (from Web UIs to AR and
Comments MANTIS HMI should allow intelligent, context-aware human-machine interaction by providing the right information, in the right modality and in the best way for users when needed.
 Digitalisation of maintenance Result title Digitalisation of maintenance
 Internet of Things Applications in Future Manufacturing Result description via the search engines listed on this page.Authors: John Soldados, Sergio Gusmeroli, Pedro Malo and Giovanni Di OrioJournal title: Digitising the Industry – Internet of Things Connecting the Physical, Digital
 Human Machine Interfaces Taxon title Human Machine Interfaces Comments MANTIS HMI should allow intelligent, context-aware human-machine interaction by providing the right information, in the right modality and in the best way for users when needed.

MIDIH | Manufacturing Industry Digital Innovation Hubs

01-10-2017

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30-09-2020

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Description VISION: By 2023, Europe will set the reference for the Industry 4.0 market: European CPS/IOT Open Digital Platforms providers will be able to flexibly and dynamically connect the Real World with digital
Organisation EIT DIGITAL
Comments , based on human to human interaction, communication and technology informationbetween CCs and DIHs.
 Periodic Reporting for period 2 - MIDIH (Manufacturing Industry Digital Innovation Hubs) Result title Periodic Reporting for period 2 - MIDIH (Manufacturing Industry Digital Innovation Hubs) Result description MIDIH wanted to provide a European CPS/IOT Open Digital Platform connecting the Real World with digital Enterprise Systems through common open standards.
 R&I Objective 4.1: Digital platforms and engineering tools supporting creativity and productivity of manufacturing development Comments , based on human to human interaction, communication and technology informationbetween CCs and DIHs.

SHAREWORK | Safe and effective HumAn-Robot coopEration toWards a better cOmpetiveness on cuRrent automation lacK manufacturing processes.

01-11-2018

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31-10-2022

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Description and the human-related barriers are overcome.
 Human Tracking Result title Human Tracking Result acronym Human Tracking
 Data Security Result description The security module communicates with multiple detection systems, triggering appropriate responses in the physical and digital world if needed. _____ Data Security or Cyber Security is a subject

MANUELA | Additive Manufacturing using Metal Pilot Line

01-10-2018

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31-03-2023

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 Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems Result title Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems
 Automated post-processing supply chain for AM Result description where automated guided vehicle AGV that will be used to remove and transport build platforms from the 3D printers to a separate postprocessing station An AGV suitable for working in an environment with human

HR-Recycler | Hybrid Human-Robot RECYcling plant for electriCal and eLEctRonic equipment

01-12-2018

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30-11-2022

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Description HR-Recycler will target the development of a 'hybrid human-robot recycling plant for electrical and electronic equipment' operating in an indoor environment.
Comments 2020 (Closed) R&I Objective 4.2: Improving human device interaction using augmented and virtual reality and digital twins MIE Consultation 2020 (Closed) Specific Objective 4: Human-centered and human-driven
 Machine Morality: From Harm-Avoidance to Human-Robot Cooperation Result title Machine Morality: From Harm-Avoidance to Human-Robot Cooperation
 AR-based human machine interfaces for enhanced situation awareness in HRC Result description This deliverable will describe the developed mechanisms that will facilitate human machine interactions for situation awareness during the operational phase as well as for training of the human worker

INTEGRADDE | Intelligent data-driven pipeline for the manufacturing of certified metal parts through Direct Energy Deposition processes

01-10-2018

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31-03-2023

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Description INTEGRADDE aims to develop an end-to-end Digital Manufacturing solution, enabling a cybersecured bidirectional dataflow for a seamless integration across the entire AM chain.
Comments R&I Objective 4.2: Improving human device interaction using augmented and virtual reality and digital twins MIE Consultation 2020 (Closed) Specific Objective 4: Human-centered and human-driven manufacturing
 Towards a Digital Twin for Thermal Processes: Control-centric approach Result title Towards a Digital Twin for Thermal Processes: Control-centric approach
 Periodic Reporting for period 2 - INTEGRADDE (Intelligent data-driven pipeline for the manufacturing of certified metal parts through Direct Energy Deposition processes) Result description INTEGRADDE proposes an integrated automation methodology for developing an end-to-end digital solution applied to the manufacturing of metal...

RebootIoTFactory | Reboot IoT Factory

01-03-2018

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30-04-2021

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Description Reboot forerunner factories share experiences of their digitalisation solutions thus learning from each other and speeding up digitalisation.
 20 proof-of-concepts of digitalised manufacturing Result title 20 proof-of-concepts of digitalised manufacturing
 Scale-up: AI Foreman Result description AI foreman is supposed to assist the human foreman. It complements human skills with its own strengths, resulting in improved overall performance.
 Future Work with AI Foreman in Digital Factory Result acronym Digital Factory

Arrowhead Tools | Arrowhead Tools for Engineering of Digitalisation Solutions

01-05-2019

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31-07-2022

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Description digitalisation solution market Automation and engineering efficiency and the SSBS market Automation and digitalisation security Competence development on engineering of automation and digitalisation
 Video - Digital Supply Chain Twin from Bosch Result title Video - Digital Supply Chain Twin from Bosch Result acronym Video-Digital_SupplyChainTwin_Bosch
 Periodic Reporting for period 3 - Arrowhead Tools (Arrowhead Tools for Engineering of Digitalisation Solutions) Result description The Arrowhead Tools ambition is to substantially reduce the engineering costs for digitalization/automation solutions.

DIGITbrain | Digital twins bringing agility and innovation to manufacturing SMEs, by empowering a network of DIHs with an integrated digital platform that enables Manufacturing as a Service (MaaS)

01-07-2020

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31-12-2023

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Description concept called 'Digital Product Brain' (DPB) and a smart business model called 'Manufacturing as a Service' (MaaS).
Organisation INNOMINE DIGITAL INNOVATION HUB NONPROFIT KFT (INM)
 Industrial digitalization in the industry 4.0 era: Classification, reuse and authoring of digital models on Digital Twin platforms Result title Industrial digitalization in the industry 4.0 era: Classification, reuse and authoring of digital models on Digital Twin platforms
 Investigation of scenarios format delivery in user studies for future technology Result description Factors Conference 2022Journal publisher: Ergonomics and Human Factors ConferencePublished year: 2022

KITT4SME | platform-enabled KITs of arTificial intelligence FOR an easy uptake by SMEs

01-10-2020

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31-03-2024

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Description KITT4SME specifically targets European SMEs and mid-caps to provide them with scope-tailored and industry-ready hardware, software and organisational kits, delivered as a modularly customisable digital
 An IIoT Platform For Human-Aware Factory Digital Twins Result title An IIoT Platform For Human-Aware Factory Digital Twins
 DIHs-centred ecosystem building strategy Result description Description of the KITT4SME digital playfield and strategy to establish an ecosystem fitting into it

DAT4.ZERO | Data Reliability and Digitally-enhanced Quality Management for Zero Defect Manufacturing in Smart Factories and Ecosystems

01-10-2020

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31-03-2024

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Description DAT4.ZERO is a Digitally-enhanced Quality Management System (DQM) that gathers and organizes data from a Distributed Multi-sensor Network, which, when combined with a DQM Toolkit and Modeling and Simulation
 The Effect of Digitalization and Human-Centric on Companies’ Production Performances Result title The Effect of Digitalization and Human-Centric on Companies’ Production Performances

InterQ | Interlinked Process, Product and Data Quality framework for Zero-Defects Manufacturing

01-11-2020

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31-10-2023

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Description InterQ project proposes a new generation of digital solutions based on intelligent systems, hybrid digital twins and AI-driven optimization tools to assure the quality in smart factories in a holistic
Comments & technology complementarity and excellence in manufacturing MIE Consultation 2020 (Closed) Specific Objective 4: Human-centered and human-driven manufacturing innovation
 FRAMEWORK FOR COUPLED DIGITAL TWINS IN DIGITAL MACHINING Result title FRAMEWORK FOR COUPLED DIGITAL TWINS IN DIGITAL MACHINING
 Sensorised tool holder for force measurement in grinding processes with high sensitive bending moment signals Result description condition), scattering, process forces… • Interface software for HMI and cloud functionality • Software for generating real process twin in real time to compare with simulated digital

TRINITY | Digital Technologies, Advanced Robotics and increased Cyber-security for Agile Production in Future European Manufacturing Ecosystems

01-01-2019

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30-06-2023

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Description Services of participating DIHs and dissemination of information to wider public will be provided through a digital access point that will be developed in the project.
 Digital Twin for Designing and Reconfiguring Human–Robot Collaborative Assembly Lines Result title Digital Twin for Designing and Reconfiguring Human–Robot Collaborative Assembly Lines
 TRINITY initial open event Result description European Robotics Forum, Digital Stakeholders Forum, EFFRA events) and will present the contributions to the field of the TRINITY project.

EnerMan | ENERgy-efficient manufacturing system MANagement

01-01-2021

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30-04-2024

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Description administrators will be able to use the above mechanisms in order to identify how future changes in the production lines can impact energy sustainability using the ENERMAN prediction engine (based on digital
 Intermediate Needs and Related Steps for Digital Twin Creation Result title Intermediate Needs and Related Steps for Digital Twin Creation
 Comparison between physics-based approaches and neural networks for the energy consumption optimization of an automotive production industrial process Result description Francesco Pelella, Luca Viscito, Federico Magnea, Alessandro Zanella, Stanislao Patalano, Alfonso William Mauro, Nicola BiancoJournal title: EnergiesJournal number: 16(19)Journal publisher: Multidisciplinary Digital

AUTO-TWIN | Data-driven method based on a process mining approach for Automated Digital Twin generation, operations, and maintenance in circular value chains

01-12-2022

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30-11-2025

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Description Digital Twins availability is largely recognized as an accelerator and an enabler of Circular Economy in business and in production, but significant challenges are still standing in relation to its development
 Circular Digital Thread Result title Circular Digital Thread
 Situation Aware Data Enrichment & Explainability Techniques Result description A set of explainable-based features to facilitate human-machine cooperation and guidance.
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