Description Apps4aME aims at the comprehensive consideration of ICT-based support of Manufacturing Engineering in all the above mentioned domains, called advanced Manufacturing Engineering (aME).
Comments next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing
 Semantic Data Model & Repository Result title Semantic Data Model & Repository
 Short-term Scheduling App Result description Performance analytics
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 Domain 3: Digital, virtual and resource-efficient factories Taxon description The set of research priorities under this domain focuses on factory design, data collection and management, operation and planning, from real-time to long term optimisation approaches.

Description the use, reuse, storage, analysis and sharing of knowledge within the Virtual Factory.
Comments and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Collaboration platform, Virtual Factory
 Business Case 3: Aircraft Manufacturer Result title Business Case 3: Aircraft Manufacturer Result acronym BC3 Airbus
 EPES Decision Making Module (DMM) Result description , post processing) • Data analysis and reporting through Business Intelligence analytics (ETL, OLAP) • EPES SM ICT Module
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description and data analytics tools will identify deviations between expected and actual results allowing early management of factory and production issues.

Description The MEGaFiT project aimed to create a breakthrough to face today’s global competition. This breakthrough is established by applying adaptive process control.
Organisation SCIENCE AND TECHNOLOGY B.V.
Comments Information and communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage
 Additive manufacturing demonstration line Result description Porosity, residual tresses and surface quality are the challenges.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 6.9 On-demand manufacturing of customer-centric products Taxon description Design tools should identify and transfer key consumer requirements and collected data from suppliers into automated process routines.

Description PERFoRM - Production harmonizEd Reconfiguration of Flexible Robots and Machinery aims to the conceptual transformation of existing Production Systems towards plug&produce production systems in order
Comments Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms - data platforms Technologies and enablers Data spaces Information
 Specification of the generic interfaces for machinery, control systems and data backbone Result title Specification of the generic interfaces for machinery, control systems and data backbone
 Definition of the System architecture Result description the context of a service-oriented architecture aiming to achieve interoperability.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description and data analytics tools will identify deviations between expected and actual results allowing early management of factory and production issues.

Description PSYMBIOSYS aims at improving the competitiveness of European Manufacturing industries by developing an innovative product-service engineering environment, symbolized by a five-pointed symbiosis star -
Organisation IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD
Comments Information and communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage
 Big Data Analytics Tools and Platforms First Result title Big Data Analytics Tools and Platforms First
 Mobile Applications Development Platform First Result description Data Analytics and 3D rendering in product service systems
 Mobile Applications Development Platform Final Result description Data Analytics and 3D rendering in product service systems
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 6.5 Product-Service Simulation for Sustainability Impact Taxon description simulation and analytics, especially for the SMEs should be explored in the future.

Description /data across factories There are limited tools and technologies which provide reliable end-to-end cross partner interoperability of ICT systems in the manufacturing domain and to easily fuse dispersed
Comments Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms - data platforms Technologies and enablers Data spaces Information
 ADVENTURE Data Provisioning and Discovery Result title ADVENTURE Data Provisioning and Discovery Result description This isolation allows for improved availability of the services processing the data and helps to achieve higher reliability.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description and data analytics tools will identify deviations between expected and actual results allowing early management of factory and production issues.

Description and manage data from factory-wide sensor networks as well as from various data sources such as MES or ERP, analyse such data and deliver it in a context-based manner to different users. - Cognitive load
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
 Operator Support Result description sensors that a breakdown occurred and displays relevant data. 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
 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
 Production Overview Application Result comments SENSE AND REACT
 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
 Measurement, sensing, condition and performance monitoring technologies Taxon description This involves advanced metrology, calibration and sensing, signal processing and model-based virtual sensing for a wide range of applications, e.g. event pattern detection, diagnostics, anomaly detection

Description The same component will be used for managing product related data pertaining to the manufacturer, supplier and the customer.
Comments Data storage Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies There is one DATA STORAGE (SQL, NoSQL, Mongo....) for the services
 Model-Based Systems Engineering for PSS Development: Review and Problem Statement Result title Model-Based Systems Engineering for PSS Development: Review and Problem Statement
 ICP4Life Designer Component Result description The Designer component supports the creation and the management of product-service data by engineers and designers during the collaborative design process.
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description programmable logic controllers through an embedded Supervisory Control and Data Acquisition (SCADA) system
Organisation Airbus Operations SAS
Comments and enablers Information and communication technologies ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics
 Wire-EDM and STEP-NC programming Result title Wire-EDM and STEP-NC programming Result acronym Wire-EDM and STEP-NC programming
 Smart Manufacturing Execution System Result description Solution concept Manufacturing Execution System with capabilities for sustainability data collection (linked with FoF-EMon), interoperability communication with hardware/software systems (for data collection
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 2.10 Adaptive Process Automation and Control for a sensing shop floor Taxon description These systems should include software capable of monitoring KPIs and lifecycle parameters as well as data processing and data-mining technologies capable of extracting the knowledge and model of machine

Description • Research and develop tools to assist in product and process development, analysis, virtual testing and optimization based on heuristic methods and simulation that operate on knowledge represented
Comments communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics,
 Reference data model Result title Reference data model
 Support platform and software modules Result description The platform and modules form a distributed software system "glued together" by dOSGI as a standard and a common data interface by means of a modular, extensible ontology in OWL. Result acronym Platform and modules
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 3.3 Integrated High-performance Computing in Factory Life Cycle Management Taxon description ICT solutions for technical and historical data storage and knowledge mining for factory level operations are required that will analyse and process the data collected from an integration of factory information

Description and robots can take place and bring significant benefits to robot-reluctant industries (where current tasks and processes are thought too complex to be automated).
Comments enablers Data processing Data collection, storage, analytics, processing and AI Information and communication technologies Human Machine Interfaces Technologies and enablers Information and communication
 Real-time multimodal command processing and interaction Result title Real-time multimodal command processing and interaction
 Specifications of multimodal data communication Result description A document on multimodal data communication for the consortium and others
 Demonstrator 2: Human-Robot Collaboration on Aircraft Rib Assembly Result acronym Aircraft Rib Assembly
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.

Description This advance has brought many advantages in terms of parts complexity, required resources (human and material) or environmental impact.
Comments technologies 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
 Periodic Reporting for period 3 - COMBILASER (COMbination of non-contact, high speed monitoring and non-destructive techniques applicable to LASER Based Manufacturing through a self-learning system) Result title Periodic Reporting for period 3 - COMBILASER (COMbination of non-contact, high speed monitoring and non-destructive techniques applicable to LASER Based Manufacturing through a self-learning system)
 Final PDER Result description The exploitation and dissemination activities will be identified within the Plan for Dissemination and Exploitation of Results (PDER).
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 2.10 Adaptive Process Automation and Control for a sensing shop floor Taxon description These systems should include software capable of monitoring KPIs and lifecycle parameters as well as data processing and data-mining technologies capable of extracting the knowledge and model of machine

Description This will be achieved through the proper integration of innovative enabling technologies, such as cyber-physical systems, selective inspection, advanced analytics and integrated process and part-flow control
Comments technologies 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
 Web-based Platform for Data Analysis and Monitoring Result title Web-based Platform for Data Analysis and Monitoring
 Sensitivity analysis tool Result description It includes a document and a product (software)
 Product variation models Result description It includes a document and a product (software)
 Critical process models Result description It includes a document and a product (software)
 Heterogeneous data correlation, error budgeting and root cause analysis tool Result description It includes a document and a product (software)
 Integrated quality and logistics process-chain modelling and analysis tool Result description It includes a document and a product (software)
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 IoT - Internet of Things Taxon description to transfer data over a network without requiring human-to-human or human-to-computer interaction.

Description Innovative knowledge-based Computer Aided Process Planning (CAPP) is a key enabler to minimise cost, improve adaptability, responsiveness, robustness, and sustainability of manufacturing processes.
Comments for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital
 Final Report Summary - CAPP-4-SMES (Collaborative and Adaptive Process Planning for Sustainable Manufacturing Environments) Result title Final Report Summary - CAPP-4-SMES (Collaborative and Adaptive Process Planning for Sustainable Manufacturing Environments)
 Machine Availability Monitoring Module Result description Afterwards, an information fusion technique processes the monitoring data in order to feed the process planning service with the status, specifications, and availability time windows of machine tools.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 Domain 3: Digital, virtual and resource-efficient factories Taxon description The set of research priorities under this domain focuses on factory design, data collection and management, operation and planning, from real-time to long term optimisation approaches.

Description To overcome this gap, INCLUSIVE aims to develop a new concept of interaction between the user and the machines in which the behavior of the automation system adapts to human operator capabilities.
Organisation University of Modena and Reggio Emilia
Comments and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection, storage, analytics, processing and
 Measurement and classification of human characteristics and capabilities during interaction tasks Result title Measurement and classification of human characteristics and capabilities during interaction tasks
 SCM Use Case: New HMI for woodworking machines Result description In SCM, the aim of this user interface is to assist users, in setting the configuration of the tool warehouse of the machine.
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description The FA3D platform is the testbed where newly developed innovative and ground breaking assembly methods and solutions for cost-effective future aerospace manufacture are tested and validated.  
Result product TPR - Dynamic Tracking for Robotic R&D and Structural Testing
 Manufacturing Service Buses for Data Interoperability Result title Manufacturing Service Buses for Data Interoperability Result description a single source of data which is used throughout.
 Metrology-integrated Robotics Result comments TPR - Dynamic Tracking for Robotic R&D and Structural Testing FA3D VIEWS United Kingdom Nottingham

Description manufacturing and logistics processes including its associated resources and data Open vf-OS Platform, including a Multi-sided application marketplace and development studio, that aims to become the
Comments Data collection, storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information
 IoT data processing pipeline in FoF perspective Result title IoT data processing pipeline in FoF perspective
 vfOS - ID5.4a - Data Analytics(M18) Result description The deliverable represents the functionalities of the data analytics.
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description and novel aspects of the automation process, and provide business case to develop to TRL6  
Result product TPR - Dynamic Tracking for Robotic R&D and Structural Testing
 Manufacturing Service Buses for Data Interoperability Result title Manufacturing Service Buses for Data Interoperability Result description a single source of data which is used throughout.
 Metrology-integrated Robotics Result comments TPR - Dynamic Tracking for Robotic R&D and Structural Testing FA3D VIEWS United Kingdom Nottingham

Description The Future Automated Aircraft Assembly Demonstrator Phase 2 (FA3D2) will deliver a national experimental testbed and technology demonstrator in digital and informatics enabled aerospace manufacturing technologies
 Integrated Artificial Intelligence Result description Any complex manufacturing system generates large amounts of data, and this data is often underutilised and little value is generated.

Description Techniques such as complex event processing and data stream analysis will compute these indicators on-the-fly to provide effective real-time monitoring.
Comments communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics,
 Event Stream Processing and Analysis Result title Event Stream Processing and Analysis Result description Furthermore, the distribution of Complex Event Processing (CEP) queries over heterogeneous devices enables the processing of events as close as possible to data sources and also enables scalability, adaptability
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 Domain 3: Digital, virtual and resource-efficient factories Taxon description The set of research priorities under this domain focuses on factory design, data collection and management, operation and planning, from real-time to long term optimisation approaches.

Description   This will reduce programme costs, reduce development and manufacturing lead-times, increase productivity and enable an agile response to product variation or demand.
 Integrated Artificial Intelligence Result description Any complex manufacturing system generates large amounts of data, and this data is often underutilised and little value is generated.

Description depth measurement sensor, together with advanced data analysis software and automated system calibration routines.
Comments and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Significant innovations and achievements Significant innovations and lessons
 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
 D 7.4 Result description Adaptive laser process development for shape and feature detection and texture machining
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description manufacture processes and product-data collection.

Description In multi-partners projects and business, aimed at developing innovative joint products, Large Enterprises suffer from a lack of synergy and cohesion with the Small-Medium and Micro Enterprises, due to
Comments Information and communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage
 VENIS Application case on "Aerospace New Product Development" Result description VENIS Services for Enterprises Interoperability (VSI) support collaboration among LEs and SMEs and facilitate the sharing of information and files.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 4.1 Cloud-based Manufacturing Business Web for Supply Network Collaboration Taxon description An MBW deployment would open up possibilities to exploit the distributed infrastructure using the IaaS paradigm for performing high-performance simulation, forecasting, and analytics operations.

Description , and lead time in many applications.
 OPTIMAL platform Result description , and multiple and expensive processes required for the development of hierarchical multifunctional structures at industrial level.

Description multi-data gathering by the integration of new sensor and inspection equipment, development of intelligent actuators and the development of new monitoring and prognosis knowledge-based models.
Organisation IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD
Comments Things Technologies and enablers Information and communication technologies ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection
 LDA (Life Data Analysis), R&M (Reliability and Maintainability) and LCC (Life Cycle Cost) integrated methodologies for repairable machines/system parts Result title LDA (Life Data Analysis), R&M (Reliability and Maintainability) and LCC (Life Cycle Cost) integrated methodologies for repairable machines/system parts
 Process monitoring technology based on multi-scale, multi-sensor data fusion for high responsiveness while identifying manufacturing process deviations, applicable to small batch productions. Result description and simulated data) - Methods and tools to fuse multiple signals (tested on simulated data, only) - Methods and tools to detect alarm states via multiple-source control chart (tested on simulated data
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description manufacture processes and product-data collection.

Description The ROSSINI project aims to develop a disruptive, inherently safe hardware-software solution for the design and deployment of human-robot collaboration (HRC) applications in manufacturing.
Organisation University of Modena and Reggio Emilia
Comments Technologies and enablers Information and communication technologies Data collection, storage, analytics, processing and AI Technologies and enablers Information and communication technologies Industrial
 Data Management Plan Result title Data Management Plan
 Semantic Scene Map - CORE component - Perception layer Result description The Semantic Scene Map software uses Artificial Intelligence (AI) algorithms to detect humans and key objects in the 2D image data coming from multiple cameras Novelty: combination of 2D AI object detection
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI

Description It integrates prescriptive quality analytics, AI system to support on-the-job training of new workers, and a novel explanation engine - the WHY engine.
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
 Data-Driven Collaborative Human-AI Decision Making Result description Bousdekis and D. ApostolouJournal title: Responsible AI and Analytics for an Ethical and Inclusive Digitized Society. I3E 2021.
 AI4Manufacturing (ICT-38-2020) Project Cluster - 18 February 2022 - ConnectedFactories event Result comments EU-Japan.AI MAS4AI AI-PROFICIENT STAR XMANAI knowlEdge TEAMING.AI ASSISTANT COALA Result acronym AI4Manufacturing_ICT-38-2020_Project_Cluster_220218

Description Between the build and post-build processes by using build specific processing strategies and adaptation based on actual quality monitoring data (for inspection and post-processing) Between all stages
Comments and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection, storage, analytics, processing and
 Public Day organised and delivered Result title Public Day organised and delivered
 Project Kick Off Presentation Result description A public project presentation to describe project aims and kick off proceedings. During the course of this project, a brief report will also be required for review and documentation purposes.
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

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 storage, analytics, processing and AI Information and communication technologies Digital models enahnced with real world data acquired from sensor devices will be used as the basis of physical phenomena
 Data Management Plan Result title Data Management Plan
 Steel Industry Use Case Result description Data storage Analytics Scheduler Operator support system accessed through an iPad Predictive analytics and scheduling services accessible through
 Data analytics Taxon title Data analytics
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description and data analytics tools will identify deviations between expected and actual results allowing early management of factory and production issues.

Description To do that we have brought together a total of thirteen (13) EU-based partners, representing both industry and academia, having ample experience in cutting-edge technologies and active presence in the
Organisation CENTER OF TECHNOLOGY RESEARCH AND INNOVATION LTD
Comments Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies
 Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics Result title Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics
 Roadmap for the project results’ uptake Result description processing, mechanical processes and metal treatment.
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data processing Taxon description Data processing is, generally, the collection and manipulation of items of data to produce meaningful information (https://en.wikipedia.org