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 Information and communication technologies ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing
 Model-driven Engineering for the Configuration and Deployment of Data Processing Applications Result title Model-driven Engineering for the Configuration and Deployment of Data Processing Applications
 MC-SUITE application based on six different modules ready to reduce the gap between the simulated and the real process Result description - Objective 5: To create new services based on Big Data. MC-Analytics is a platform to treat the information of the cloud for predictive maintenance and productivity improvement.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 2.13 M2M cloud connectivity for future manufacturing enterprises Taxon description would make consumption and processing of device data faster and more efficient.

Description cross-domain analytics and a Decision Support System.
Comments Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies The platform will apply smart data processing methods for investigating
 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
 LinkSmart® Learning Service Result description It provides mining through big data streams and composed contextualized events and enables various kinds of in-memory data processing, ranging from data annotation and aggregation to complex event processing
 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

Description The core partners of CloudFlow (eu-cloudflow.eu) and cloudSME (cloudsme.eu) are joining forces to leverage factory data with cloud-based engineering tools: paving the way toward manufacturing analytics
Organisation University of applied sciences and arts of southern switzerland (SUPSI)
Comments simulation tools Data collection, storage, analytics, processing and AI Technologies and enablers Information and communication technologies project_id_EC super_admin project_rcn_EC super_admin
 Improving quality control and maintenance at manufacturing SMEs using big data analytics Result title Improving quality control and maintenance at manufacturing SMEs using big data analytics
 Optimizing efficiency of truck components manufacturing processes by data analytics Result description Experiment Description The aim of our experiment is to provide an optimization and data analytics tool for discrete manufacturing (assembling) process to reduce production losses/scrap and the rejection
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 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 UPTIME will enable manufacturing companies to reach Gartner's level 4 of data analytics maturity (optimized decision-making) in order to improve physically-based models and to synchronise maintenance
Organisation SUITE5 DATA INTELLIGENCE SOLUTIONS LIMITED
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
 Data Management and Processing Patterns Result title Data Management and Processing Patterns Result description Documentation of the patterns specified for the industrialfactories data acquisition harmonization and processing
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description Statistical reliability and maintenance models for detection of critical elements and definition of their reliability will also prevent sudden machine breakdowns and allow defining the most cost-efficient
Comments , analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication
 Online Data Collection and Modeling for the Adaptive Production of Composite Pipes & Vessels Result title Online Data Collection and Modeling for the Adaptive Production of Composite Pipes & Vessels
 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 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

Description data-driven technology building blocks.
Comments technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data collection, storage, analytics, processing
 A conceptual framework for linking worker and organizational needs to data and information requirements Result title A conceptual framework for linking worker and organizational needs to data and information requirements
 Data Management Plan Result description Data Management Plan
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

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
 Natural Language Processing for Troubleshooting Result title Natural Language Processing for Troubleshooting Result comments AI REGIO Result acronym AI REGIO Exp02
 Idss For Predictive Quality Assurance Result description Advanced technology enabled quality control can be applied in various industries by leveraging e.g. big data analytics and smart sensors and, of course, AI. Result comments AI REGIO
 Machine Vision for Warehouse Optimization Result comments AI REGIO
 Anti-tampering Devices for Connected Objects Result comments AI REGIO
 AI for better lifecycle and project management for palstronic products Result comments AI REGIO
 AI-based Predictive Dynamic Production Planner Result comments AI REGIO
 AI-Supported Robot Trajectory Optimization Result comments AI REGIO
 Predictive Analysis Result comments AI REGIO
 AI-enabled Operators Assistance through AR Result comments AI REGIO
 The Royal Eijkelkamp BV Exp.09 Result comments AI REGIO
 AI-based Process Control c/o ARMAC bv Result comments AI REGIO
 Automatic Capability Matchmaking For Re-Configurable Robotics Platform Result comments AI REGIO
 Intelligent Computer Vision for Digital Twin and Reinforcement Learning for Assembly Line Balancing Result comments AI REGIO
 AI-enhanced control strategy for production environment Result comments AI REGIO
 A Smart Predictive Maintenance Toolbox for drawing lines of car body elements - SPMTcar Result comments AI REGIO
 Water leakage detection Result comments AI REGIO
 Industrial processes AI-based Optimization Result comments AI REGIO
 Reference Architecture for AI DIH V1 Result comments AI REGIO
 AI REGIO AI DIH experiments AI Scenarios V1 Result comments AI REGIO
 AI REGIO Requirements Engineering Methodology V1 Result comments AI REGIO
 Collaborative Intelligence and Industry 5.0 V1 Result comments AI REGIO
 Data Management Plan - Initial version Result comments AI REGIO
 Service Portfolio and Customer Journeys V1 Result comments AI REGIO
 Plan for Collaboration Result comments AI REGIO
 AI REGIO Communication material and web social presence V1 Result comments AI REGIO
 AI REGIO DIHs Business and Governance V1 Result comments AI REGIO
 AI REGIO Dissemination and Impact Awareness Action Plan V1 Result comments AI REGIO
 Industrial and Human data models ontologies V1 Result comments AI REGIO
 AI REGIO Skills Catalogue and Jobs Certification program V1 Result comments AI REGIO
 Collaboration Scenarios for AI REGIO DIHs V1 Result comments AI REGIO
 Data Sovereignty models and solutions V1 Result comments AI REGIO
 Data4AI Platform V1 Result comments AI REGIO
 AI REGIO DIH Service Marketplace V1 Result comments AI REGIO
 AI REGIO DIH Platform V1 Result comments AI REGIO
 Open Call Package (1st wave) Result comments AI REGIO
 AI REGIO Communication material and web social presence V2 Result comments AI REGIO
 Testing and Experimental Facilities Network V1 Result comments AI REGIO
 Four Motors and VANGUARD experiments Integrated Open Platform V1 Result comments AI REGIO
 AI4Manufacturing Toolkit V1 Result comments AI REGIO
 AI REGIO Pan-Eu and International cooperation Program V1 Result comments AI REGIO
 Legal, Regulatory and Ethical Framework V1 Result comments AI REGIO
 Data Quality and Cleansing for AI Applications V1 Result comments AI REGIO
 AI REGIO Experiments Plan V1 Result comments AI REGIO
 Semantic rules for capability matchmaking in the context of manufacturing system design and reconfiguration Result comments AI REGIO
 Reinforcement Learning for Assembly Line Balancing Enhancement Result comments AI REGIO
 Enabling Semantic Interoperability of Asset Administration Shells Through an Ontology-based Modeling Method Result comments AI REGIO
 Asset Administration Shell as an interoperable enabler of Industry 4.0 software architectures a case study Result comments AI REGIO
 A Bayesian based Intelligent Troubleshooting System Result comments AI REGIO
 Managing B2B customer journeys in digital era: Four management activities with artificial intelligence-empowered tools Result comments AI REGIO
 AI REGIO project: AI4Manufacturing Toolkit taxonomies Result comments AI REGIO
 Periodic Reporting for period 1 - AI REGIO (Regions and DIHs alliance for AI-driven digital transformation of European Manufacturing SMEs) Result comments AI REGIO
 Open Call Package (2nd wave) Result comments AI REGIO
 A Stacking Ensemble Learning Model for Waste Prediction in Offset Printing Result comments AI REGIO
 AI REGIO DIHs Business and Governance V2 Result comments AI REGIO
 Data4AI Platform V2 Result comments AI REGIO
 Testing and Experimental Facilities Network V2 Result comments AI REGIO
 AI REGIO Requirements Engineering Methodology V2 Result comments AI REGIO
 AI4Manufacturing Toolkit: la colección de tecnologías, herramientas y plataformas de inteligencia artificial del proyecto AI REGIO para la industria manufacturera[AI4Manufacturing Toolkit: the AI REGIO project’s collection of Artificial Intelligence] Result comments AI REGIO
 AI REGIO Dissemination and Impact Awareness Action Plan V3 Result comments AI REGIO
 AI REGIO Dissemination and Impact Awareness Action Plan V2 Result comments AI REGIO
 Data Sovereignty models and solutions V2 Result comments AI REGIO
 AI4Manufacturing Toolkit V2 Result comments AI REGIO
 Collaborative Intelligence and Industry 5.0 V2 Result comments AI REGIO
 AI REGIO DIH Platform V2 Result comments AI REGIO
 Semantic Interoperability of Digital Twins: Ontology-based Capability Checking in AAS Modeling Framework Result comments AI REGIO
 Service Portfolio and Customer Journeys V2 Result comments AI REGIO
 Deep Reinforcement Learning-based approach to dynamically balance Multi-Manned Assembly Lines Result comments AI REGIO
 Four Motors and VANGUARD experiments Integrated Open Platform V2 Result comments AI REGIO
 Adaptive Automated Machine Learning Result comments AI REGIO
 Legal, Regulatory and Ethical Framework V2 Result comments AI REGIO
 AI REGIO Skills Catalogue and Jobs Certification program V2 Result comments AI REGIO
 AI REGIO Communication material and web social presence V3 Result comments AI REGIO
 Reference Architecture for AI DIH V2 Result comments AI REGIO
 AI REGIO DIH Service Marketplace V3 Result comments AI REGIO
 Data Quality and Cleansing for AI Applications V2 Result comments AI REGIO
 AI REGIO DIH Service Marketplace V2 Result comments AI REGIO
 Detecting Anomalies with Autoencoders on Data Streams Result comments AI REGIO
 AI REGIO AI DIH experiments AI Scenarios V2 Result comments AI REGIO
 AI REGIO Pan-Eu and International cooperation Program V2 Result comments AI REGIO
 Collaboration Scenarios for AI REGIO DIHs V2 Result comments AI REGIO
 Data Management Plan - Final version Result comments AI REGIO
 AI REGIO Experiments Plan V2 Result comments AI REGIO

Description It will specify, develop and release an initial set of useful and usable security enablers for 5G.
Comments collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage, analytics, processing and AI Information
 5G Security and Privacy Enablers Result title 5G Security and Privacy Enablers Result acronym 5G Security and Privacy Enablers
 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 collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description ConnectedFactories explores pathways to the digital integration and interoperability of manufacturing systems and processes and the benefits this will bring.
Comments models Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies C MANUFACTURING Applications areas and sectors C25
 National and regional workshops Result title National and regional workshops
 Key enablers and cross-cutting factors Result description data storage, simulation tools, high performance computing, big data technologies, artificial intelligence, etc… Cross-cutting aspects are described through a comprehensive set of structured
 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

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 super_admin Data collection, storage, analytics, processing and AI Technologies and enablers Information and communication technologies System modelling - digital twins, simulation Technologies and
 Industrial Advisory Group Definition and Communications Plan Result title Industrial Advisory Group Definition and Communications Plan
 Periodic Reporting for period 2 - OPTIMISED (Operational Planning Tool Interfacing Manufacturing Integrated Simulations with Empirical Data) Result description technology, simulation in the form of a digital twin, data analytics...
 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 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 Airbus with its research centers Airbus Group Innovations and FIDAMC will play a leading role in the consortium as far as the multi-stage manufacturing process is concerned.
Organisation Airbus Defence & Space GmbH
Comments and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data collection
 Data Management Plan Result title Data Management Plan Result description Plan describing the collection and use of data in the project and in particular how and which data will be made available to other researchers after the end of the project.
 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

Description The project considers the validation and demonstrator in real production scenarios in aerospace and automotive industries.
Comments Data collection, storage, analytics, processing and AI Information and communication technologies Data collection, storage, analytics, processing and AI Technologies and enablers Information and communication
 Local Monitoring and Control System Result title Local Monitoring and Control System Result description All acquired signals are requested by ARTIS OPR, that acts as a long-term storage system and provides additional features like OPC based communication, computation capabilities and connection to cloud Result acronym Local Monitoring and Control System
 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

Description Preventive maintenance strategies designed for traditional highly repetitive and stable mass production processes based on predefined components and machine behaviour models are no longer valid and more
Organisation AIMEN
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
 I-Like Machines and data value. How to receive and to use data from machines? Result title I-Like Machines and data value. How to receive and to use data from machines?
 Data Management Plan (DMP) Result description The plan will describe ways to manage all research data, and metadata, during and after the project duration; open data sets, means to access, license attached, updating, etc.
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description Fortissimo 2 will drive the uptake of advanced modelling, simulation and data analytics by European engineering and manufacturing SMEs and mid-caps.
Organisation AIMEN
Comments Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage, analytics
 Near Real-time Analysis of Airframe Certification Test Data Result title Near Real-time Analysis of Airframe Certification Test Data Result description The approach taken in this experiment was to use KE-chain, together with Colosso’s data analysis and storage framework to calibrate a new algorithm to model materials based on data from fatigue tests
 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

Description holistic data.
Organisation University of Modena and Reggio Emilia
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
 A Survey of Internet of Things and Big Data Integrated Solutions for Industrie 4.0 Result title A Survey of Internet of Things and Big Data Integrated Solutions for Industrie 4.0
 Hybrid Process Model (HPM) Result description The process engineering part incorporates a processing workstation and two filling stations.
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 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 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
Comments storage Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage,
 VISP: An Ecosystem for Elastic Data Stream Processing for the Internet of Things Result title VISP: An Ecosystem for Elastic Data Stream Processing for the Internet of Things
 Machinery Use Case Result description By incorporating the Cloud Manufacturing services offered by CREMA within the machinery monitoring and maintenance process, FAGOR and GOIZ aims to minimize the production downtimes of a press machine and
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description The aim is to Integrate smart, cost-effective sensors and actuators for process simulation, monitoring and control develop real-time data validation and integrity strategies within actual production
Organisation INTERNATIONAL DATA SPACES EV
 Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report Result title Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report
 Data Management System Result description It consists of an IIoT data-sharing infrastructure enabling automatic data collection, data integration for 4.0 frameworks (such as AI, analytics, digital twin) using interoperability methods, and communication

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 enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and
 Methodology for SPT for Product Data and Configurations Result title Methodology for SPT for Product Data and Configurations
 Optimisation Metrics and Benchmarking Result description Defines the real-time constraints to the data analytics, optimisation and reconfiguration of each business case.
 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

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
 Periodic Reporting for period 2 - PreCoM (Predictive Cognitive Maintenance Decision Support System) Result description Cheaper and more powerful sensors, algorithms for specific functions, intelligence, together with big data analytics, offer an unprecedented opportunity to track machine-tool performance and health condition
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description CPS / Smart Systems and able to bi-directionally interoperate data pertaining to the machine, the factory and the cloud levels.
Organisation COMPANY FOR PROVISON OF SERVICES, RESEARCH AND DEVELOPMENT NISSATECH INNOVATION CENTRE DOO
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
 D9.2a BEinCPPS Innovation Assets and Tools Result title D9.2a BEinCPPS Innovation Assets and Tools
 Lombardy Champion - Zero-Hours Quality Result description Orion Context Broker is the middleware that provides publish/subscribe services using the NGSI standard, while Cosmos and DyCEP are generic Big Data Processing engines that run BEinCPPS-specific data analytics
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Description QU4LITY will demonstrate, in a realistic, measurable, and replicable way an open, certifiable and highly standardised, SME-friendly and transformative shared data-driven ZDM product and service model for
Organisation INTERNATIONAL DATA SPACES EV
Comments collection, storage, analytics, processing and AI Information and communication technologies Data analytics Technologies and enablers Data collection, storage, analytics, processing and AI Information
 BigData and Analytics Infrastructure (Version 1) Result title BigData and Analytics Infrastructure (Version 1) Result description Prototype implementation of the BigData infrastructure that will be support data collection, storage and analytics
 Pilot - AIRBUS Trade space framework for Autonomous Quality Manufacturing Systems’ Design Result acronym QU4LITY - AIRBUS PILOT
 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