Description FLEX4RES will utilize platform-based manufacturing that builds on the state-of-the-art Gaia-X and IDS technologies for data-sharing in the horizontal supply chain and the Asset Administration Shell (AAS
Organisation SAVVY DATA SYSTEMS SL
 Sidenor Use Case Result description Moreover, decisions taken at the network level are not connected to the reconfiguration needed at the factory level.

Description of AI-driven tools powered with meaningful and reliable data.
Organisation Budapest University of Technology and Economics
Comments 2020 (Closed) Specific Objective 1: Excellent, responsive and smart factories & supply chains R&I Objective 4.3: Human & technology complementarity and excellence in manufacturing MIE Consultation 2020
 A Systematic Review of Data Quality in CPS and IoT for Industry 4.0 Result title A Systematic Review of Data Quality in CPS and IoT for Industry 4.0
 Integrated scattered light for surface metrology Result description Fast Ethernet connections allow the data to be processed almost in real time and used for process automation.
 Historical & Statistical data filtering and analysis software Result acronym KASEM Data Quality

Description In both cases the proposed approach is to take a shortcut by remanufacturing the components at the level of sheet metal and composite panels instead of converting them to secondary raw material.

Description MAYA aims at developing simulation methodologies and multidisciplinary tools for the design, engineering and management of CPS-based (Cyber Physical Systems) Factories, in order to strategically support
Organisation University of applied sciences and arts of southern switzerland (SUPSI)
Comments Domain 3 - Digital, Virtual and Resource-efficient Factories Impact Workshop D3-Area 1: Cloud services and simulation, Knowledge-based tools and integrated product-process design and simulation Impact
 MAYA Meta-Data Model Reference Result title MAYA Meta-Data Model Reference
 MAYA Functional Models framework Result description This deliverable will contain reference documentation of the MAYA Functional (Behavioural) Models Framework, result of Task 2.2, and in particular, the Specification of the Common API and a Technical guide
 Domain 3: Digital, virtual and resource-efficient factories Taxon title Domain 3: Digital, virtual and resource-efficient factories Taxon description At process level complex numerical models, like highly non linear FEM models from multistage processes including temperature cycles and functional behaviour become more and more a part of the innovation

Description optimise the load of information presented to the different users at the shop-floor. - Development and application of factory-wide optimization methods that utilize real-time data, such as personnel,
Organisation FIR at RWTH Aachen University (Institute for Industrial Management)
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
 Automotive Pilot - Foundry Operators and Maintenance Technicians Support Result title Automotive Pilot - Foundry Operators and Maintenance Technicians Support Result comments SENSE AND REACT
 Production Overview Application Result description This application provides performance metrics on the whole production line at every workstation. Result comments SENSE AND REACT
 Sense&React Shell & Adaptation Engine Result comments SENSE AND REACT
 Assembly/Construction Supporter Application Result comments SENSE AND REACT
 Material Handling Result comments SENSE AND REACT
 Production Planning Application (Daily Construction Plan) Result comments SENSE AND REACT
 User List (& Geomanagement) Application Result comments SENSE AND REACT
 Sense&React Integrated Platform Result comments SENSE AND REACT
 Tool Finder Result comments SENSE AND REACT
 Expert Finder Result comments SENSE AND REACT
 White Goods Pilot - Assembly Process Support and Exception Handling Support Result comments SENSE AND REACT
 EWO Form Result comments SENSE AND REACT
 Operator Support Result comments SENSE AND REACT
 Maintenance Support Result comments SENSE AND REACT
 Wear & Malfunction Monitor Result comments SENSE AND REACT
 Shopfloor notification mobile application (Context Aware Message Server) Result comments SENSE AND REACT
 Cognitive Load pro-active Assessment Method (CLAM) Result comments SENSE AND REACT
 Shipyard Pilot Result comments SENSE AND REACT
 Batch Difference Application Result comments SENSE AND REACT Result acronym Batch Difference Application
 Sense&React Backend System Result comments SENSE AND REACT
 Sense&React Localization & Status Monitoring Engine Result comments SENSE AND REACT
 Mobile Foreman App Result comments SENSE AND REACT
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 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.

Description autonomous Digital Twins generation, to support trustworthy business processes in circular economies; 2) adopting an (International Data Space) IDS-based common data space, to promote and facilitate
Organisation IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD
 2nd International Workshop on Process Management in the AI era Result title 2nd International Workshop on Process Management in the AI era
 Battery Cloud Platform | State-of-Health (Libbation) Result description Thanks to AUTO-TWIN Common Data Base and IoT connectivity, the batteries can be tracked and traced wherever they are located by real state-of-health.

Description SHERLOCK demonstrated its result in 4 sectors: renewable energy, industrial modules, aeronautics structures and machine tools production.
Organisation LIGHT AND SHADOWS (LS)
Comments chains Specific Objective 4: Human-centered and human-driven manufacturing innovation MIE Consultation 2020 (Closed) R&I Objective 4.1: Digital platforms and engineering tools supporting creativity
 Data Management Plan Result title Data Management Plan
 FIDIA – Exoskeleton Assisted Machine Production Result description The company is well established and offers a range of services in automotive, aerospace and energy niche markets.
 Indirect human robot interaction and awareness – Final prototype Result acronym Indirect human robot interaction and awareness – Final prototype

Description to the cloud ensuring data quality, privacy and confidentiality, building a data safe fog continuum; (iv) Human-AI Collaboration and Domain Knowledge Fusion tools for domain experts to inject their
Organisation FERNUNIVERSITAET IN HAGEN
 Initial Data Management and Data Quality modules Result title Initial Data Management and Data Quality modules
 Human-AI Collaboration: A tool to enable AI model generation with human-in-the-loop Result description The applications are packaged as docker images for deployment.
 Designing human and artificial intelligence interactions in Industry X - Preprint Result acronym Designing human and artificial intelligence interactions in Industry X - Preprint

Description in Human-Automation symbiosis.
Organisation INTERNATIONAL DATA SPACES EV
 "Resilient &a sustainable ""Data as a Product"" computing and data space" Result title "Resilient &a sustainable ""Data as a Product"" computing and data space" Result description This document will report on the definition and building of RE4DY Data Connection Profiles DCP and Data as a product containers and open toolware

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
 Autonomous tooling and inspection repair with mobile robots - FORD Result title Autonomous tooling and inspection repair with mobile robots - FORD
 ESAIM 2023 symposium Result description Artificial Intelligence (AI) technology is becoming mature and at the same time, researchers and manufacturers are discovering new applications in which AI can support manufacturing operations.

Description Smart factories are characterised by smart processes, smart machines, smart tools and smart products as well as smart logistics operations.
Organisation INTERNATIONAL DATA SPACES EV
 A Systematic Review of Data Quality for CPS, IoT, or Industry 4.0 Applications Result title A Systematic Review of Data Quality for CPS, IoT, or Industry 4.0 Applications
 Periodic Reporting for period 1 - DAT4.ZERO (Data Reliability and Digitally-enhanced Quality Management for Zero Defect Manufacturing in Smart Factories and Ecosystems) Result description These generate large amounts of data, which can be used for analysis and fault...

Description assembled (plugged in) to produce higher level modules and components for active vibration control, thermal compensation and adaptive fixturing in precision machine tool applications.
Comments Domain 2: Adaptive and smart manufacturing systems FoF Partnership SRIA Research priorities Sub-Domain 2.1 Adaptive and smart manufacturing devices, components and machines FoF Partnership SRIA Research
 Final Report Summary - HARCO (Hierarchical and Adaptive smaRt COmponents for precision production systems application) Result title Final Report Summary - HARCO (Hierarchical and Adaptive smaRt COmponents for precision production systems application)
 Sub-Domain 2.1 Adaptive and smart manufacturing devices, components and machines Taxon title Sub-Domain 2.1 Adaptive and smart manufacturing devices, components and machines
 Domain 2: Adaptive and smart manufacturing systems Taxon description The set of research priorities under this domain focuses on innovative manufacturing equipment at component and system level, including mechatronics, control and monitoring systems The research priorities

Description suitable for efficient task execution in collaboration with humans in a safe way and are easy to use and program by the factory worker.Consortium partners in this proposal have already achieved relevant
Comments 2: Adaptive and smart manufacturing systems RP 2.2 Embedded cognitive functions for supporting the use of machinery and robot systems in changing shop floor environments FoF Partnership SRIA Research
 Voice and gesture based interaction mechanisms Result title Voice and gesture based interaction mechanisms
 Identification of part pose Result description The configuration of the component requires a training phase in which a sample of the part and its CAD file are used (stl format).
 RP 2.2 Embedded cognitive functions for supporting the use of machinery and robot systems in changing shop floor environments Taxon title RP 2.2 Embedded cognitive functions for supporting the use of machinery and robot systems in changing shop floor environments
 Domain 2: Adaptive and smart manufacturing systems Taxon description The set of research priorities under this domain focuses on innovative manufacturing equipment at component and system level, including mechatronics, control and monitoring systems The research priorities

Description by industry that are subjected to in-service wear and corrosion.
Comments MA - Target markets are clearly identified Success Factors Market aspects (MA) Yes this would be the case MA - Assess barriers for commersialisation at B2B-market, (e.g. trust and first references) Success
 Final Report Summary - AMCOR (Additive Manufacturing for Wear and Corrosion Applications) Result title Final Report Summary - AMCOR (Additive Manufacturing for Wear and Corrosion Applications)
 Advanced materials in manufacturing systems Taxon title Advanced materials in manufacturing systems
 Smart and functional materials Taxon description Capture of machine data through this inherent ‘smartness’ for communication between machines (for M2M), at factory level and through supply chains for a systems approach to manufacturing and meeting customer

Description This requires new methods and tools for the design and operation of optimized manufacturing workplaces in terms of ergonomics, safety, efficiency, complexity management and work satisfaction.
Comments This will help operators coping with high product variance and customization Social sustainability Manufacturing performance characteristics Increasing human achievements in manufacturing systems
 Combining augmented reality and simulation-based optimization for decision support in manufacturing Result title Combining augmented reality and simulation-based optimization for decision support in manufacturing
 Automation Skills Management Result description Then in continuation, the time estimations can be used in the scheduling software used in a company, so that each collaborative working station is assigned with tasks.
 Occupational safety and health Taxon description with the safety, health, and welfare of people at work.

Description strategies and tools, and the definition of informed and coordinated products lifecycle management decisions in a safe, reliable and agile way.
Organisation INTERNATIONAL DATA SPACES EV
 Workshop at the EU Data Space 4.0 week Result title Workshop at the EU Data Space 4.0 week
 FIWARE for Sustainable Value Networks in Manufacturing: Connecting Data Sharing and Interoperability, Digital Twin and AI platforms Result description During the session under the topic "FIWARE for Sustainable Value Networks in Manufacturing: connecting Data Sharing and Interoperability, Digital Twin and AI platforms​", DaCapo was presented

Description promising Application Experiments and to consolidate I4MS work locally.
Comments project_id_EC super_admin project_rcn_EC super_admin topic_EC super_admin DT-ICT-03-2020 call_EC super_admin H2020-DT-2019-2 Coordination and support action (CSA) Project type - instrument
 Proposal of mechanisms to leverage funding and training - update Result title Proposal of mechanisms to leverage funding and training
 Proposal of mechanisms to leverage funding and training Result title Proposal of mechanisms to leverage funding and training
 Data Management Plan (DMP) Result description Data Management Plan DMP delivered at the beginning of the project regularly updated

Description Seven case-studies will deliver data to create and validate the platform including the re-use of excess heat from a cement producer and a metal casting company, an industrial park and local supermarkets
Organisation Institute of Science and Innovation in Mechanical and Industrial Engineering (INEGI)
 Open digital research data Result title Open digital research data Result description Collection of research data dully anonymized and in compliance with data protection and confidentiality obligations and links to relevant open sourced tools generated during the project to be deposited

Description re-manufacturing aspects; i.e. implementing “Design for a Circular Economy”) for smartphones and tablet computers on the product and printed circuit board level, and by new re-/de-manufacturing
Organisation AT & S AUSTRIA TECHNOLOGIE & SYSTEMTECHNIK AKTIENGESELLSCHAFT
Comments level of circularity in these industries in particular.
 Recovery of valuable BGA components from used electronic mobile devices and their application in new electronic products. Result title Recovery of valuable BGA components from used electronic mobile devices and their application in new electronic products.
 Digital Voice Recorder designed for Circular Economy Result description The modules are designed for easy dismantling from the product and are optimised for the corresponding end of life strategy.
 RP 4.2 End-of-Life (EoL) applications in a network of remanufacturing stakeholders Taxon title RP 4.2 End-of-Life (EoL) applications in a network of remanufacturing stakeholders Taxon description In order to bridge this gap, research for EoL applications investigate enhanced and interoperable enterprise service bus architectures based on cloud (such as the MBW) for uniform data provisioning amongst
 Specific Objective 2: Circular products & Climate-neutral manufacturing Comments level of circularity in these industries in particular.

Description U-MARQ is an ICT company that will work in the software for the integration of the laser in the industrial process, and the user application; WIRTHWEIN and MERCK are leader companies and will work with
Comments Manufacturing Impact Workshop Domain 1 - Advanced Manufacturing Processes Domain 1: Advanced manufacturing processes FoF Partnership SRIA Research priorities Sub-Domain 1.1 Processing novel materials and
 Sub-Domain 1.1 Processing novel materials and structures (into products) Taxon title Sub-Domain 1.1 Processing novel materials and structures (into products)
 Domain 1: Advanced manufacturing processes Taxon description The emphasis of new materials and to some extent existing materials is on manufacturing at scale, whilst achieving the flexibility and responsiveness needed to accommodate changes in market demand.

Description The AIRISE project will support European SMEs in the uptake of Artificial Intelligence applied to manufacturing, with a specific focus on the use of AI-enabled applications at the edge.

Description In addition, the physical modules and the processes addressed by those will be replicated digitally through data-driven digital twins and controlled by a self-learning AI-based distributed and multidisciplinary
Organisation HOLOSS - HOLISTIC AND ONTOLOGICALSOLUTIONS FOR SUSTAINABILITY, LDA.
 Automation of outbound facility in pharmaceutical sector Result title Automation of outbound facility in pharmaceutical sector
 Creation of cluster with sister projects Result description   In the near future they will identify a common roadmap of activities to implement to involve stakeholders and create synergyes among similar topics. 

Description NEXT enables SMEs to engage in company-community collaboration (C3) for means of co-development and market exploitation of Open Source Hardware (OSH) products and related services.
 Key Enablers towards Mature Company-community Collaboration in Open Source Hardware Result title Key Enablers towards Mature Company-community Collaboration in Open Source Hardware
 Crossing Disciplines College content collection Result description A common glossary and a lecture series

Description The project aim will be achieved by integrating and demonstrating in two real industrial environments (at Continental and Comau) a combination of innovative and symbiotic digital tools as key enabling

Description How can reliability, repair and EOL be included in a robust and integrated Life Cycle Cost and Life Cycle Assessment model of the factory?
Organisation Budapest University of Technology and Economics
Comments simulation and Repair Decision Support System Tools/methods applies to evaluate the MTBF, MTTR and LCC of machines identified among end-users C MANUFACTURING Applications areas and sectors project_id_EC
 Periodic Report Summary 1 - EASE-R3 (Integrated framework for a cost-effective and ease of Repair, Renovation and Re-use of machine tools within modern factory) Result title Periodic Report Summary 1 - EASE-R3 (Integrated framework for a cost-effective and ease of Repair, Renovation and Re-use of machine tools within modern factory)
 Integrated framework for a cost-effective and EASE of Repair, Renovation and Re-use of machine tools within modern factory Result description - Be able to renovate and reuse existing machines more cost effective than by a new one - Improvement of maintenance activities at marketing and costs level - Increase in maintainability of future
 Validation of re-usability of components and Renovation approach based on multifunctional add-on modules Result acronym RE-USABILITY AND RENOVATION

Description While the theoretical foundations for Cloud manufacturing are manifest there are no proven tools and technologies exist in the market - CREMA aims to change this fact by providing Cloud-based Rapid Elastic
Organisation TECHNOLOGY APPLICATION NETWORK LIMITED
Comments and enablers Information and communication technologies Web-services / Composability ICT performance characteristics Application level interoperability General interoperability framework Interoperability
 Cost-Efficient Data Redundancy in the Cloud Result title Cost-Efficient Data Redundancy in the Cloud
 D4.2: CREMA Data Model, Model Library and Profiles Prototype II Result description This deliverable defines a holistic semantic data model hence typeOTHER including according schemas and access mechanisms to be used for data description access and exchange by all CREMA software components
 D4.1: CREMA Data Model, Model Library and Profiles Prototype I Result description This deliverable defines a holistic semantic data model hence typeOTHER including according schemas and access mechanisms to be used for data description access and exchange by all CREMA software components
 Collaborative and decentralized application architectures and development tools Taxon title Collaborative and decentralized application architectures and development tools
 Data ownership - data governance Taxon description Therefore, at the core of every digital platform must be a legally, organizationally and commercially viable concept for data sharing/trading/exchange.

Description Miniaturization, advanced high performance materials and functional surface structures are all drivers behind key enabling technologies in high added value production.
Comments and robotics technologies Information and communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data
 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
 Periodic Reporting for period 3 - ADALAM (Sensor based adaptive laser micromachining using ultrashort pulse lasers for zero-failure manufacturing) Result description Miniaturization, advanced high performance materials and functional surface structures are all drivers behind key enabling technologies in high added value production.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining

Description Humans are at the center of knowledge-intensive manufacturing processes. They must be skilled and flexible to meet the requirements of their work environment.
Organisation INSTITUTE OF COMMUNICATION AND COMPUTER SYSTEMS
 Data analytics in quality 4.0: literature review and future research directions Result title Data analytics in quality 4.0: literature review and future research directions
 Feature Necessity & Relevancy in ML Classifier Explanations Result description ., Marques-Silva, J.Journal title: Tools and Algorithms for the Construction and Analysis of Systems. TACAS 2023.

Description Data across the (multi-sided) company internal value chain is integrated by the IIMS with optimisation and modelling tools for resource management including innovative, multi-level, real-time
Organisation IN-JET APS
Comments IPR, ownership and protection of data.
 Big data mining and analytics tools I Result title Big data mining and analytics tools I
 Big data mining and analytics tools II Result title Big data mining and analytics tools I
 Agent Marketplace Framework Result description It is particularly aimed at supporting automatic supply chain formation and negotiation of goods/data exchanges, granting trust and security in every negotiation step by automated agents.
 Common digital platform used for tenders and bidding Taxon title Common digital platform used for tenders and bidding Taxon description Common digital platform used for tenders and bidding (dynamically connecting to new suppliers/customers)
 Business model aspects of digital platform deployment Comments IPR, ownership and protection of data.