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

11-01-2015

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31-07-2020

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Comments Additionally, the modelling methodology does not focus only on single entities, but on integrated networks of partners, which co-create the overall value.
 Software tool for modelling mixed-actor manufacturing processes Result title Software tool for modelling mixed-actor manufacturing processes Result description The developed modelling language will be implemented in a prototype modelling tool. This implementation will be based on developments in the CROSSWORK project (see Positioning). 2. Result acronym Software tool for modelling mixed-actor manufacturing processes
 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
 Specific Objective 3: New integrated business, product-service and production approaches; new use models Comments Additionally, the modelling methodology does not focus only on single entities, but on integrated networks of partners, which co-create the overall value.

A4BLUE | Adaptive Automation in Assembly For BLUE collar workers satisfaction in Evolvable context

01-10-2016

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30-09-2019

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Comments technologies Data modelling Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Interoperability (ICT) ICT performance characteristics
 Data quality-based process enabling: Application to logistics supply processes in low-volume ramp-up context Result title Data quality-based process enabling: Application to logistics supply processes in low-volume ramp-up context
 Data modelling Taxon title Data modelling
 RP 5.9 Linking organisational knowledge in connected enterprises Taxon description Future research should focus on context aware information modelling on data captured at the enterprise and human-machine interaction levels.

ENCOMPASS | ENgineering COMPASS

01-10-2016

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29-02-2020

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Description (for inspection and post-processing) Between all stages and the data management system with the integrated design decision support (IDDS) system By considering the entire AM process chain, rather than
Comments technologies Data modelling Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Skills and training aspects Significant innovations
 Data modelling Taxon title Data modelling
 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.

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

01-10-2016

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31-03-2021

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Comments storage Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage,
 Digital world model for Human Robot Collaborative operations Result description in a unified data format.
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

5G-Ensure | 5G Enablers for Network and System Security and Resilience

01-11-2015

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31-10-2017

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Comments analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies
 Standardisation in 5G Result description Given its global nature, and the connections it creates between ICT and non-ICT sectors, 5G critically depends on standards to ensure interoperability, security, privacy and data protection.
 Data modelling Taxon title Data modelling
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

PreCoM | Predictive Cognitive Maintenance Decision Support System

01-11-2017

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28-02-2021

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Description Cheaper and more powerful sensors, together with big data analytics, offer an unprecedented opportunity to track machine-tool performance and health condition.
Organisation SAVVY DATA SYSTEMS SL
Comments Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage, analytics
 Open data management plan Result title Open data management plan
 Open data repository report Result description Open data repository report
 Data modelling Taxon title Data modelling

SERENA | VerSatilE plug-and-play platform enabling remote pREdictive mainteNAnce

01-10-2017

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31-03-2021

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Description data processing remotely, advanced IoT system and smart devices for data collection and monitoring of machinery conditions, artificial intelligence methods for predictive maintenance (data analytics
Comments System modelling - digital twins, simulation Technologies and enablers Engineering tools Digital models enahnced with real world data acquired from sensor devices will be used as the basis of
 Data Management Plan Result title Data Management Plan
 Periodic Reporting for period 2 - SERENA (VerSatilE plug-and-play platform enabling remote pREdictive mainteNAnce) Result description The number of sensors and the amount of data gathered on...
 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.

UPTIME | UNIFIED PREDICTIVE MAINTENANCE SYSTEM

01-09-2017

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28-02-2021

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Description UPTIME will enable manufacturing companies having installed sensors to fully exploit the availability of huge amounts of data with respect to the implementation of a predictive maintenance strategy.
Organisation SUITE5 DATA INTELLIGENCE SOLUTIONS LIMITED
Comments Data modelling Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies The current draft of the UPTIME data model is designed
 Data-driven FMECA Mechanisms Result title Data-driven FMECA Mechanisms
 Conceptual Architecture and System Specification Result description modelling of the relevant project data sources and system specification
 Data modelling Taxon title Data modelling
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

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 Many Industrial Data Platforms based on IOT Data in Motion and Analytics Data at Rest have been recently developed to implement effective Industry 4.0 pilots (I4MS Phase III platforms).
Organisation SUITE5 DATA INTELLIGENCE SOLUTIONS LIMITED
 Data Management Plan - Initial version Result title Data Management Plan - Initial version
 AI-based Process Control c/o ARMAC bv Result description The experiment was divided in four main phases, data collection, data modelling, model learning, model validation and deployment. 

EnerMan | ENERgy-efficient manufacturing system MANagement

01-01-2021

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30-04-2024

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Description It will create an Energy sustainability management framework collecting data from the factory and holistically process them to create dedicated energy sustainability metrics.
 Concurrent multi-domain modelling and simulation for energy-efficient mechatronic systems Result title Concurrent multi-domain modelling and simulation for energy-efficient mechatronic systems
 Final Version of EnerMan Data Collection and Management Components Result description This deliverable contains the Final Version of EnerMan Data Collection and Management Components report

PREVIEW | PREdictiVe system to recommend Injection mold sEtup in Wireless sensor networks

01-01-2015

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31-12-2017

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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

MC-SUITE | ICT Powered Machining Software Suite

10-01-2015

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30-09-2018

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Description On the other hand, monitoring of the machine empowered by Big Data and Cloud technologies allows analysing the real process including vibration and process instability issues.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Open research data Result title Open research data
 MC-SUITE application based on six different modules ready to reduce the gap between the simulated and the real process Result description MC-Monitor is a cloud based system able to store heterogeneous data including signal coming from internal sensors of the machine, from embedded systems and operator authored data.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms

OPTIMISED | Operational Planning Tool Interfacing Manufacturing Integrated Simulations with Empirical Data

11-01-2015

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31-10-2018

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Description OPTIMISED aims to develop novel methods and tools for deployment of highly optimised and reactive planning systems that incorporate extensive factory modelling and simulation based on empirical data captured
Organisation Advanced data processing GmbH
Comments collection, storage, analytics, processing and AI Technologies and enablers Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering
 Periodic Reporting for period 2 - OPTIMISED (Operational Planning Tool Interfacing Manufacturing Integrated Simulations with Empirical Data) Result title Periodic Reporting for period 2 - OPTIMISED (Operational Planning Tool Interfacing Manufacturing Integrated Simulations with Empirical Data) Result description scheduling optimisation system, applied to three industrial businesses in manufacturing and maintenance repair and overhaul (MRO) which uses sensor technology, simulation in the form of a digital twin, data
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 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).

DELPHI4LED | From Measurements to Standardized Multi-Domain Compact Models of LEDs

01-06-2016

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30-09-2019

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Description • Provide interfacing between measurement tools, modelling tools and simulation tools to allow the application of the compact LED models.
 XML schema for compact model data exchange created and described Result title XML schema for compact model data exchange created and described Result description XML schema for compact model data exchange created and described

PROGRAMS | PROGnostics based Reliability Analysis for Maintenance Scheduling

01-10-2017

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31-03-2021

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Description Reliable information about the real component remaining lifetime can only be achieved by combining different techniques (trend analysis, components modelling, simulation, …) while the determination
Organisation SAVVY DATA SYSTEMS SL
Comments : Industry 4.0 is only slightly improving the deployment of tools for collecting data Difficult data synchronization: existing data is saved into tens of different
 Data Management Plan - final Result title Data Management Plan - final
 Data Management Plan - preliminary Result description on data management.
 Lessons learned Comments : Industry 4.0 is only slightly improving the deployment of tools for collecting data Difficult data synchronization: existing data is saved into tens of different

DENiM | Digital intelligence for collaborative ENergy management in Manufacturing

01-11-2020

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31-10-2024

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Description DENiM provides an integrated toolchain to provision advanced digital services including secure edge connectivity leveraging IoT, data analytics, digital twin, energy modelling and automation culminating
 MPC with fuzzy modelling for energy management in a manufacturing plant Result title MPC with fuzzy modelling for energy management in a manufacturing plant
 Data Management Plan Result description Data management plan for project

ADVENTURE | ADaptive Virtual ENterprise ManufacTURing Environment

01-09-2011

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31-08-2014

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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 - data platforms Technologies and enablers Data spaces Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering tools Domain 4 -
 ADVENTURE Data Provisioning and Discovery Result title ADVENTURE Data Provisioning and Discovery
 ADVENTURE Process Optimization Result description The modelling of a Smart Process comprises specifying the process steps and activities, which have to be performed.
 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).

COMVANTAGE | Collaborative Manufacturing Network for Competitive Advantage

01-09-2011

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31-08-2014

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Description The integration of sensor data allows for products to be members of the collaboration space.
Comments Standards Standards and standardisation Enhancements of real-world-integration related standards with Linked Data principles - access to open modelling platform (OMI) Domain 4 - Collaborative and
 Relating machine and business data for added business value Result title Relating machine and business data for added business value
 Advanced business process modelling support for collaborative interorganizational environments Result description integration of the ComVantage modelling method.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms

EPES | ECO-PROCESS ENGINEERING SYSTEM FOR COMPOSITION OF SERVICESTO OPTIMIZE PRODUCT LIFE-CYCLE

01-09-2011

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28-02-2015

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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 Collaboration platform, Virtual
 EPES Virtual Collaborative Network (VCN) Result description The aim of these networks is to achieve business goals through knowledge management (capturing, sharing and reusing of the generated knowledge) by means of the modelling and measurement of business processes
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 5.9 Linking organisational knowledge in connected enterprises Taxon description Future research should focus on context aware information modelling on data captured at the enterprise and human-machine interaction levels.

USE-IT-WISELY | Innovative continuous upgrades of high investment product-services

01-09-2013

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30-11-2016

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Comments visualisation Technologies and enablers Human Machine Interfaces Information and communication technologies Data acquisition Technologies and enablers Data collection, storage, analytics, processing
 3D imaging and modelling workflow Result title 3D imaging and modelling workflow
 Collaborative management of inspection results in power plant turbines Result description Data and inspection annotations directly in the 3D model.
 Data acquisition Taxon title Data acquisition
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).

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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Comments with the participation in the Open Research Data (ORD) pilot.
 Semantically Enriched Industry Data & Information Modelling: A feasibility study on Shop-floor Incident Recognition Result title Semantically Enriched Industry Data & Information Modelling: A feasibility study on Shop-floor Incident Recognition
 DELIVERABLE D2.2 - Knowledge model for human resource optimization Result description We investigate the objectives and benefits as well as the definition and main components of Semantic Modelling.
 DELIVERABLE D4.4 - Data aggregation toolkit and control middleware that integrates social collaboration and sensing environments Result acronym SatisFactory - Data aggregation and middleware
 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.
 Business model aspects of digital platform deployment Comments with the participation in the Open Research Data (ORD) pilot.

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

01-04-2015

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31-03-2019

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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
 3D modelling software tools Result title 3D modelling software tools
 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

BEinCPPS | Business Experiments in Cyber Physical Production Systems

11-01-2015

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31-10-2018

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Description open source platforms federation, integrated from state-of-the-art R&I advances in the fields of Internet of Things, Future Internet and CPS / Smart Systems and able to bi-directionally interoperate data
Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage
 EUSKADI industrial Champion Result description The software in combination with 3D optical scanner can be used to develop precise and accurate point cloud images that can then be converted to different 3D design and modelling software.  
 Data modelling Taxon title Data modelling
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

ambliFibre | adaptive model-based Control for laser-assisted Fibre-reinforced tape winding

01-09-2015

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31-08-2018

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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 System modelling - digital twins
 In-line physics-based model simulation for process modelling of laser tape winding Result title In-line physics-based model simulation for process modelling of laser tape winding
 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).

PERFoRM | Production harmonizEd Reconfiguration of Flexible Robots and Machinery

10-01-2015

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30-09-2018

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Comments - data platforms Technologies and enablers Data spaces Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering tools Standards Standards
 Selection of a data exchange format for industry 4.0 manufacturing systems Result title Selection of a data exchange format for industry 4.0 manufacturing systems
 Guidelines for seamless integration of Humans as flexibility driver in flexible production systems Result description The analysis will leverage existing methods for manufacturing process modelling, job descriptions, working instruction standards, complemented by collecting personal recommendations and viewpoints with
 Guidelines for seamless integration of Humans as flexibility driver in flexible production systems, 2nd iteration Result description The analysis will leverage existing methods for manufacturing process modelling, job descriptions, working instruction standards, complemented by collecting personal recommendations and viewpoints with
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 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.

ForZDM | Integrated Zero Defect Manufacturing Solution for High Value Adding Multi-stage Manufacturing systems

01-10-2016

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31-03-2021

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Description The proposed ZDM approach is based on the combined adoption of new knowledge-based data-gathering and root-cause analysis solutions to reduce the generation of defects as well as new on-line defect management
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
 Integrated quality and logistics process-chain modelling and analysis tool Result title Integrated quality and logistics process-chain modelling and analysis tool
 IoT - Internet of Things Taxon description of Things (IoT) is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers (UIDs) and the ability to transfer data

SAFIRE | Cloud-based Situational Analysis for Factories providing Real-time Reconfiguration Services

01-10-2016

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30-09-2019

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Description The advanced analytics and reconfiguration capabilities to be developed in SAFIRE will be based on mastering the big data challenges associated with manufacturing (sensor and process data), enterprise
Comments technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data
 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”.
 Data modelling Taxon title Data modelling

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 live data infrastructure, an edge continuous learning execution pipeline; (ii) A digital twin of the shop-floor to test the AI models; (iii) A data management framework deployed from the edge
 knowlEdge dissemination event 04 Data modelling with human in the loop, Marta Barroso, BSC, Sisay Chala, FIT Result title knowlEdge dissemination event 04 Data modelling with human in the loop, Marta Barroso, BSC, Sisay Chala, FIT Result description knowlEdge dissemination event 04 Data modelling with human in the loop, Marta Barroso, BSC, Sisay Chala, FIT Result acronym knowlEdge dissemination event 04 Data modelling with human in the loop, Marta Barroso, BSC, Sisay Chala, FIT
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