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knowlEdge | Towards AI powered manufacturing services, processes, and products in an edge-to-cloud-knowlEdge continuum for humans [in-the-loop]

01-01-2021

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31-03-2024

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Description and knowledge management: (i) A set of AI services that allow the usage of edge deployments as computational and live data infrastructure, an edge continuous learning execution pipeline; (ii) A digital
 knowlEdge Digital Twin Framework Result title knowlEdge Digital Twin Framework Result description of digital twins to revolutionize manufacturing processes by creating digital replicas of physical assets. knowlEdge Digital Twin Framework providing a robust solution that follows the reference of ISO Result acronym knowlEdge Digital Twin Framework

COALA | COgnitive Assisted agile manufacturing for a LAbor force supported by trustworthy Artificial Intelligence

01-10-2020

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30-09-2023

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Description COALA will contribute its results to the European AI community, e.g. via the AI4EU platform, and it will involve Digital Innovation Hubs to replicate its demonstrators for Europes first trustworthy digital
 Fostering Human-AI Collaboration with Digital Intelligent Assistance in Manufacturing SMEs Result title Fostering Human-AI Collaboration with Digital Intelligent Assistance in Manufacturing SMEs
 WHY engine prototype Result description The demonstrator in ANITIs premises showing the principles of explainable AI in a digital assistant

HORSE | Smart integrated Robotics system for SMEs controlled by Internet of Things based on dynamic manufacturing processes

11-01-2015

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30-04-2020

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Description The novel approaches of HORSE are the integration of concepts such as (physical) human-robot interaction, intuitive human-machine interfaces, and interaction between different robots and machines into
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
 From Technology Transfer Initiatives To Digital Innovation Hubs - HORSE Result title From Technology Transfer Initiatives To Digital Innovation Hubs - HORSE
 Intuitive programming subsystem for robots and online, dynamic motion replanning Result description A cobot being in close contact to a human worker needs to adapt its trajectory by an online manner.
 Domain 3: Digital, virtual and resource-efficient factories Taxon title Domain 3: Digital, virtual and resource-efficient factories
 IoT - Internet of Things Taxon description to transfer data over a network without requiring human-to-human or human-to-computer interaction.

COMPOSITION | Ecosystem for Collaborative Manufacturing Processes _ Intra- and Interfactory Integration and Automation

01-09-2016

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31-08-2019

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Description COMPOSITION will create a digital automation framework, the COMPOSITION Integrated Information Management System (IIMS) that enhances the manufacturing processes by exploiting existing data, knowledge
Comments and human-driven manufacturing innovation Digital platform and engineering tools supporting productivity in a manufacturing environment, in the form of an ecosystem.
 Digital Factory Models Result title Digital Factory Models
 D3.3 Digital Factory Model II Result description and final version of D3.2 Digital Factory Model I (M15).
 Human Machine Interfaces Taxon title Human Machine Interfaces
 IoT - Internet of Things Taxon description to transfer data over a network without requiring human-to-human or human-to-computer interaction.

THOMAS | Mobile dual arm robotic workers with embedded cognition for hybrid and dynamically reconfigurable manufacturing systems

01-10-2016

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30-09-2020

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Description reconfigurable shopfloor utilizing autonomous, mobile dual arm robots that are able to perceive their environment and through reasoning, cooperate with each other and with other production resources including human
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
 Digital world model for Human Robot Collaborative operations Result title Digital world model for Human Robot Collaborative operations
 Pilot cell for automotive moving line final assembly Result description The overall system software package will include the Station Controller interfacing the docking, safety, human robot interaction and perception modules while the latter will use input from the Digital
 Domain 3: Digital, virtual and resource-efficient factories Taxon title Domain 3: Digital, virtual and resource-efficient factories
 IoT - Internet of Things Taxon description to transfer data over a network without requiring human-to-human or human-to-computer interaction.

iPRODUCE | A Social Manufacturing Framework for Streamlined Multi-stakeholder Open Innovation Missions in Consumer Goods Sectors

01-01-2020

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30-06-2023

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Description At the heart of the iPRODUCE platform is an open digital space supported by a set of innovative tools that cover matchmaking, secure interactions, generative product design, process orchestration, agile
Comments and digital twins MIE Consultation 2020 (Closed) Specific Objective 4: Human-centered and human-driven manufacturing innovation R&I Objective 4.3: Human & technology complementarity and excellence in
 Digital Fablab Kit Result title Digital Fablab Kit Result description Digital Fablab Kit

SHERLOCK | Seamless and safe human - centred robotic applications for novel collaborative workplaces

01-10-2018

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30-09-2022

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Description - centred interaction, collaboration and awareness by developing Physical human robot interaction module (HPCM) Operator support module (OSM) Robot to human communication module (RHCM)
Comments and digital twins MIE Consultation 2020 (Closed) Specific Objective 4: Human-centered and human-driven manufacturing innovation R&I Objective 4.3: Human & technology complementarity and excellence in
 Digital Twin for Human–Robot Collaboration in Manufacturing: Review and Outlook Result title Digital Twin for Human–Robot Collaboration in Manufacturing: Review and Outlook
 FIDIA – Exoskeleton Assisted Machine Production Result description Wearable sensors monitor and track human movements.
 Robot-Human Communication Module - First prototype Result acronym Robot-Human Communication Module - First prototype

SHOP4CF | Smart Human Oriented Platform for Connected Factories

01-01-2020

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31-12-2023

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Description SHOP4CF will demonstrate that public funded research can help SMEs & Mid-Caps achieve digital excellence and global competitiveness through adopting advanced robotics solutions in human-centric digitalization
Comments Human-centered and human-driven manufacturing innovation The basic idea behind the digital platform developed in SHOP4CF is that a high
 Periodic Reporting for period 2 - SHOP4CF (Smart Human Oriented Platform for Connected Factories) Result title Periodic Reporting for period 2 - SHOP4CF (Smart Human Oriented Platform for Connected Factories) Result description of human-centric industrial applications.

ASSISTANT | leArning and robuSt deciSIon SupporT systems for agile mANufacTuring environments

01-11-2020

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31-10-2023

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Description ASSISTANT targets a significant increase in flexibility and reactivity, products/processes quality, and in robustness of manufacturing systems, by integrating human and machine intelligence in a sustainable
 Worker in the Loop: A Framework for Enabling Human-Robot Collaborative Assembly Result title Worker in the Loop: A Framework for Enabling Human-Robot Collaborative Assembly
 Requirements for multi-level flexible production Result description model acquisition and business-oriented aspects such as digital twins) for a flexible production.

STAR | Safe and Trusted Human Centric Artificial Intelligence in Future Manufacturing Lines

01-01-2021

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31-12-2023

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Description Human Centric digital twins enabling worker monitoring for safer and trustful production processes.
 An IIoT Platform For Human-Aware Factory Digital Twins Result title An IIoT Platform For Human-Aware Factory Digital Twins
 Digital Twins for Security and Safety-Initial version Result description Prototype implementation of the digital twins T52 Initial version

CONVERGING | Social industrial collaborative environments integrating AI, Big Data and Robotics for smart manufacturing

01-09-2022

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31-08-2026

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Description Perceive: Identify and recognize processes/resources/environment and their status by introducing Big Data, Real Time Integration & Communication Architecture, Digital Twins and Human in the Loop techniques
 Human robot collaborative processing of Additive Manufactured produced parts - PRIMA Result title Human robot collaborative processing of Additive Manufactured produced parts - PRIMA
 ESAIM 2023 symposium Result description in manufacturing systems  – Digital Twin to optimize process, equipment, and plant operations.

Zero-SWARM | ZERO-ENABLING SMART NETWORKED CONTROL FRAMEWORK FOR AGILE CYBER PHYSICAL PRODUCTION SYSTEMS OF SYSTEMS

01-06-2022

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30-11-2024

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Description , non-public 5G network, active information continuum and digital twin.
Organisation SMS DIGITAL GMBH
 Self-learning modules for robotic and human behaviours.v1 Result title Self-learning modules for robotic and human behaviours.v1 Result description Full algorithmic specifications of the sw libraries for learning the behavioural models of robotic and human operators.

FLEX4RES | DATA SPACES FOR FLEXIBLE PRODUCTION LINES AND SUPPLY CHAINS FOR RESILIENT MANUFACTURING

01-01-2023

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31-12-2025

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Description Production processes demanding high human skill such as forming processes, requires readjustment of the process parameters of all production steps as a new product evolves.
Organisation A1 DIGITAL INTERNATIONAL GMBH
 Goimek Use Case Result description Moreover, secure data exchange based on Gaia-X/IDS connectors will be deployed to facilitate the communication between client and provider, using digital twins and the Asset Administration Shell (AAS).

FACTS4WORKERS | Worker-Centric Workplaces in Smart Factories

01-12-2014

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01-12-2018

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Description As FACTS4WORKERS is underpinned by a clear human-centric approach: usability, user experience and technology acceptance are of the utmost project interest.
Comments SRIA Research priorities Domain 5: Human-centric manufacturing RP 5.6 Plug & Play interfaces for factory workers in dynamic work environments FoF Partnership SRIA Research priorities Domain 5: Human-centric
 Industrial challenges in human –centred production Result title Industrial challenges in human –centred production
 IT on the Shop Floor - Challenges of the Digitalization of Manufacturing Companies Result description the pre-formated search via the search engines listed on this page.Authors: Alexander Richter, Shahper Vodanovich, Melanie Steinhueser, Lea HannolaJournal title: Digital
 Human Machine Interfaces Taxon title Human Machine Interfaces
 RP 5.5 New recommendation systems for the European workforce Taxon description Soon, the amount of digital knowledge about manufacturing processes will exceed the human ability to process and utilize it.

SatisFactory | A collaborative and augmented-enabled ecosystem for increasing SATISfaction and working experience in smart FACTORY environments

01-01-2015

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31-12-2017

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Description Traditional manufacturing industry is in the throes of a digital transformation.
Comments and digital twins MIE Consultation 2020 (Closed) Specific Objective 4: Human-centered and human-driven manufacturing innovation R&I Objective 4.3: Human & technology complementarity and excellence in
 DELIVERABLE D2.2 - Knowledge model for human resource optimization Result title Knowledge model for human resource optimization
 Knowledge model for human resource optimization Result title Knowledge model for human resource optimization
 DELIVERABLE D2.3-Social Experience and Gamification techniques for increasing attractiveness Result description the concept development for Suggestions Platform (FIT), the Social Interaction Platform (CERTH), Product’s Future (FIT), Battery Assembly Practice Support (FIT), Protect Your Health (FIT), the Digital
 Domain 5: Human-centric manufacturing Taxon title Domain 5: Human-centric manufacturing

SYMBIO-TIC | Symbiotic Human-Robot Collaborative Assembly: Technologies, Innovations and Competitiveness

01-04-2015

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01-04-2019

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Description The proposed SYMBIO-TIC project addresses these important issues towards a safe, dynamic, intuitive and cost-effective working environment were immersive and symbiotic collaboration between human workers
Comments and machines Domain 2: Adaptive and smart manufacturing systems Business model aspects of digital platform deployment Business model aspects Business models Business ecosystems associated to digital
 Integrated suite to human workers Result title Integrated suite to human workers
 Active collision avoidance system and algorithms Result description Safety algorithms defined to detect and avoid any possible collision between the human and the robot.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 Data acquisition Taxon description Analog-to-digital converters, to convert conditioned sensor signals to digital values.

BEinCPPS | Business Experiments in Cyber Physical Production Systems

11-01-2015

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31-10-2018

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Comments Manufacturing Process Optimisation on machine level Pathways Off-line optimisation Autonomous Smart Factories Pathway Increasing human achievements in manufacturing systems Manufacturing performance
 D3.2b Digital World BEinCPPS components Result title D3.2b Digital World BEinCPPS components
 CPPS Open Platform Result description The final two groups are concerned with Human-centered Manufacturing and in particular with Human-Computer Interaction components (for on-the-fly mashup of widgets and for advanced visualization and synchronization
 Human Machine Interfaces Taxon title Human Machine Interfaces
 IoT - Internet of Things Taxon description to transfer data over a network without requiring human-to-human or human-to-computer interaction.

Factory2Fit | Empowering and participatory adaptation of factory automation to fit for workers

01-10-2016

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30-09-2019

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Description Adaptive automation solutions to be developed in Factory2Fit will support fluent human-automation cooperation and will have impacts in work satisfaction, less occupational health issues, less stress, better
Comments Combining user generated and measured information in digital twins.
 Human-centred adaptive manufacturing – societal and industrial impacts Result title Human-centred adaptive manufacturing – societal and industrial impacts
 Prima Power Pilot - Worker Feedback Dashboard - Empowering feedback on work well-being and achievements Result description In the increasingly digitalized working environments, workers easily lose sight of what they achieve at work.
 White paper - Human-centred factories from theory to industrial practice. Lessons learned and recommendations Result comments A4BLUE Factory2Fit HUMAN INCLUSIVE MANUWORK
 R&I Objective 4.2: Improving human device interaction using augmented and virtual reality and digital twins Comments Combining user generated and measured information in digital twins.

SCALABLE4.0 | Scalable automation for flexible production systems

01-01-2017

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30-06-2020

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Comments machine interaction Technologies and enablers Human Machine Interfaces Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering tools
 Prototype for human-robot skill mapping Result title Prototype for human-robot skill mapping
 Scalable Human-robot interaction system Result description Human-robot interaction results Report on the ScalABLE human-robot interaction system, including documentation.
 System modelling - digital twins, simulation Taxon description Simulation (often referred to as digital twins) is the imitation of the operation of a real-world process or system.

UPTIME | UNIFIED PREDICTIVE MAINTENANCE SYSTEM

01-09-2017

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31-08-2020

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Description Therefore, UPTIME will extend and unify new digital, e-maintenance services and tools in order to exploit the full potential of a predictive maintenance strategy with the UPTIME solution, will deploy and
Comments The Digital approach becomes a global perspective.
 Unveiling Trends and Predictions in Digital Factories Result title Unveiling Trends and Predictions in Digital Factories
 Foresee Cluster - Predictive maintenance technologies for production systems. A roadmap to development and implementation. Result description Research and technology partners together with industrial end-users worked collaboratively to develop and deploy solutions that advance maintenance practice in industry towards more efficient, sustainable, human-centric
 Advanced and ubiquitous human machine interaction Taxon title Advanced and ubiquitous human machine interaction
 Data acquisition Taxon description Analog-to-digital converters, to convert conditioned sensor signals to digital values.
 Specific Objective 3: New integrated business, product-service and production approaches; new use models Comments The Digital approach becomes a global perspective.

Z-BRE4K | Strategies and Predictive Maintenance models wrapped around physical systems for Zero-unexpected-Breakdowns and increased operating life of Factories

01-10-2017

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31-03-2021

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Comments Improving human understanding by means of (3D-)visualization and digital twins.
 Vorausschauende Instandhaltung – Wenn der Digitale Schatten an seine Grenzen stößt Result title Vorausschauende Instandhaltung – Wenn der Digitale Schatten an seine Grenzen stößt
 Gestamp Use Case Result description Also, data is simulated in the Z-BRE4K solution, creating a digital twin for the system which will be used to predict and reduce failure rates and downtimes.
 Human Machine Interfaces Taxon title Human Machine Interfaces
 IoT - Internet of Things Taxon description to transfer data over a network without requiring human-to-human or human-to-computer interaction.
 R&I Objective 4.1: Digital platforms and engineering tools supporting creativity and productivity of manufacturing development Comments Improving human understanding by means of (3D-)visualization and digital twins.

L4MS | Logistics for Manufacturing SMEs

01-10-2017

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31-03-2021

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Description competitiveness through logistics automation become 'entrepreneurial states' and digital industries.
Comments Control technologies Technologies and enablers Mechatronics and robotics technologies Advanced and ubiquitous human machine interaction Technologies and enablers Human Machine Interfaces Information and
 A Novel Task Language for Natural Interaction in Human-Robot Systems for Warehouse Logistics Result title A Novel Task Language for Natural Interaction in Human-Robot Systems for Warehouse Logistics
 Requirements for Creating a Digital Twin of a Mobile Logistic System for Usage in Simulation MSc Thesis, Espoo, Finland: Aalto University Result description “Requirements for Creating a Digital Twin of a Mobile Logistic System for Usage in Simulation.” MSc Thesis, Espoo, Finland: Aalto UniversityJournal publisher: Aalto UniversityPublished year: 2019
 Advanced and ubiquitous human machine interaction Taxon title Advanced and ubiquitous human machine interaction
 IoT - Internet of Things Taxon description to transfer data over a network without requiring human-to-human or human-to-computer interaction.

CloudiFacturing | Cloudification of Production Engineering for Predictive Digital Manufacturing

01-10-2017

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31-03-2021

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Description From this perspective, the cloudification of services has become the ideal enabler in the manufacturing digitalization.
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
 Identifying the role of human factors in Industry 4.0 Revolution Result title Identifying the role of human factors in Industry 4.0 Revolution
 Improving quality control and maintenance at manufacturing SMEs using big data analytics Result description This results in an automatized process without any human intervention.
 Increasing human achievements in manufacturing systems Taxon title Increasing human achievements in manufacturing systems

ConnectedFactories 2 | Global-leading smart manufacturing through digital platforms, cross-cutting factors and skilled workforce

01-12-2019

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30-11-2022

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Description take-up of digital technologies and digital platforms by taking into account legacy systems, industrial requirements and challenges, Situating inspiring research and industrial state-of-the-art cases
 CF Final Event: Crosscutting, Skills & Human Aspects (Kosmas Alexopoulos) Result title CF Final Event: Crosscutting, Skills & Human Aspects (Kosmas Alexopoulos)
 Structured wiki update on Business models, Legal aspects, interoperability, standardization, Cybersec and Human aspects – First iteration Result description Structured wiki update on Business models, Legal aspects, interoperability, standardization, Cybersec and Human aspects

AI-PROFICIENT | Artificial Intelligence for improved PROduction efFICIEncy, quality and maiNTenance

01-11-2020

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31-10-2023

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Description (human-in-command) roles.
 Legal and ethical requirements for human-machine interaction Result title Legal and ethical requirements for human-machine interaction
 Human-machine interaction and feedback mechanisms (Design and specification) Result description Report on specificationdesign of reinforcement learning mechanisms based on the human knowledge and feedback

AI REGIO | Regions and DIHs alliance for AI-driven digital transformation of European Manufacturing SMEs

01-10-2020

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30-09-2023

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Description Digital Manufacturing Platforms DMP and Digital Innovation Hubs DIH play a fundamental role in the implementation of the Digital Single Market and Digitsing European Industry directives to SMEs, but so
 Industrial and Human data models ontologies V1 Result title Industrial and Human data models ontologies V1
 Intelligent Computer Vision for Digital Twin and Reinforcement Learning for Assembly Line Balancing Result description The APM is an integration of the MES and of the digital twin.

MAS4AI | Multi-Agent Systems for Pervasive Artificial Intelligence for assisting Humans in Modular Production Environments

01-10-2020

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30-09-2023

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Description The MAS4AI system will be heavily driven by large industrial cases and will aim towards digitalising European industry with AI tools according to the Industry 4.0 paradigm.
 Implementation of knowledge models Result description A document that describes all formalized knowledge models for all use cases representing relevant domain knowledge on processes products human worker etc

VOJEXT | Value Of Joint EXperimentation in digital Technologies for manufacturing and construction

01-07-2020

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30-06-2024

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Description aims at providing a favourable business and technological framework to enable matchmaking and encourage producers and adopters (mainly SMEs including small crafters) of Cognitive autonomous systems for human-robot
 Periodic Reporting for period 2 - VOJEXT (Value Of Joint EXperimentation in digital Technologies for manufacturing and construction) Result title Periodic Reporting for period 2 - VOJEXT (Value Of Joint EXperimentation in digital Technologies for manufacturing and construction)

DENiM | Digital intelligence for collaborative ENergy management in Manufacturing

01-11-2020

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31-10-2024

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Description In view of considering the human factor, DENiM will consider existing and future regulations from a data protection, legal, ethical and energy policy perspectives, which informs the DENiM technological
 DENiM Digital Assessment Tool and Methodology Result title DENiM Digital Assessment Tool and Methodology
 Periodic Reporting for period 1 - DENiM (Digital intelligence for collaborative ENergy management in Manufacturing) Result description Digital...
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