Projects overview

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Comments processes Manufacturing Cells Manufacturing system levels Manufacturing system levels Maintenance Addressed processes Data storage Technologies and enablers Data collection, storage, analytics, processing
 Video - Autonomous & Smart Factories Pathway Result description In this pathway, Level 1 reflects a situation that is still a reality in many manufacturing companies: data acquisition on the shop floor is done predominantly manually, while spreadsheets and text editors
 CELOS DMG: Success stories Result comments DMG MORI presented a machine tool equipped with more than 60 sensors that transmitted digitised information on components from the sensors to the cloud for the purposes of data
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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 INDUSTRIAL DATA SPACE EV
Comments collection, storage, analytics, processing and AI Technologies and enablers Information and communication technologies Data acquisition Technologies and enablers Data collection, storage, analytics,
 Data Management Plan Result title Data Management Plan
 FAGOR Zero-Defects Manufacturing Digital Press Machine Result description Such process has a great complexity from the point of view of the acquisition, measurement and transmission of the parameters and variables.
 D2.11 Reference Architecture and Blueprints (Version 1) Result comments collection, storage, analytics, processing and AI Technologies and enablers Information and communication technologies Data acquisition Technologies and enablers Data collection, storage, analytics,
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Comments ownership - data governance Business model aspects Data Liability Business model aspects Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information
 D4.2: CREMA Data Model, Model Library and Profiles Prototype II Result title D4.2: CREMA Data Model, Model Library and Profiles Prototype II
 D5.5: CREMA On-Demand Service Leasing and Releasing Prototype I Result description and analysis of this data so that processes can be optimized.
 D5.6: CREMA On-Demand Service Leasing and Releasing Prototype II Result description and analysis of this data so that processes can be optimized.
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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 for the acquisition of sensor data from the field.
 Dissemination, Communication and Data Management Plan Result title Dissemination, Communication and Data Management Plan Result description s research results, the wide communication and awareness creation of the project concepts, and the management of the research data produced in the course of the pilots
 Data acquisition Comments for the acquisition of sensor data from the field.
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Description The data collected is analysed to detect complex events that trigger automated actions.
Comments Cybersecurity ICT performance characteristics Data Analytics and Complex Event Processing will deal with semantic interoperability and security at lower data acquisition layers Scalability ICT performance
 D4.2: DATA ANALYTICS TOOLKIT Result title D4.2: DATA ANALYTICS TOOLKIT
 D4.2 Data Analytics Toolkit Result description Data Analytics Toolkit
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 MAYA Meta-Data Model Reference Result title MAYA Meta-Data Model Reference
 Periodic Reporting for period 2 - MAYA (Multi-disciplinArY integrated simulAtion and forecasting tools, empowered by digital continuity and continuous real-world synchronization, towards reduced time to production and optimization) Result description MAYA for the Synchronization of Digital and Real Factory Results: mimiddleware devices for data acquisition and in loco processing integrated with MAYA CPS framework (middleware node connected with
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Description The process chain will be completed by a comprehensive monitoring and data mining toolset.
 Image acquisition solution for FRP profiles Result title Image acquisition solution for FRP profiles
 Periodic Reporting for period 2 - OPENMIND (On-demand production of entirely customised minimally invasive medical devices) Result description The process chain was completed by a comprehensive monitoring and data mining toolset.
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Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage
 Periodic Reporting for period 2 - TWIN-CONTROL (Twin-model based virtual manufacturing for machine tool-process simulation and control) Result description The monitored data combined by the model-based estimations will allow an improved performance of the manufacturing process by controlling component degradation and optimize maintenance actions, increase
 Local Monitoring and Control System Result comments analytics Addressed processes Simulation Addressed processes Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies
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Comments Manual data acquisition Digitalisation pathways General purpose software Autonomous Smart Factories Pathway Basic way of acquiring data from the involved shop floors.
 DELIVERABLE D6.2 - Data Management Plan Result title Data Management Plan
 Data Management Plan Result title Data Management Plan Result comments result_rcn_EC admin deliverableType_EC admin Open Research Data Pilot
 DELIVERABLE D2.2 - Knowledge model for human resource optimization Result description Finally, the last part of this deliverable focuses on Ontology Exploitation through Knowledge Visualization, Data Integration, Rules inferences, Context-Driven Information Acquisition and the alignment
 DELIVERABLE D4.4 - Data aggregation toolkit and control middleware that integrates social collaboration and sensing environments Result acronym SatisFactory - Data aggregation and middleware
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Description The same component will be used for managing product related data pertaining to the manufacturer, supplier and the customer.
Comments Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Several acquisition technologies depending on the service:
 Periodic Reporting for period 2 - ICP4Life (An Integrated Collaborative Platform for Managing the Product-Service Engineering Lifecycle) Result description needs and no integrated methods exist for the holistic acquisition and processing of feedback information emanating from product-services.
 ICP4Life Designer Component Result comments Furthermore, it will perform a link to different specific legacy CAX tools to circulate the information flow and data sharing or management.
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Comments Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies FALCON aims to gather Product Usage Information from Product
 Conceptual approach for knowledge acquisition from social media related to product usage information Result title Conceptual approach for knowledge acquisition from social media related to product usage information
 Periodic Reporting for period 1 - FALCON (Feedback mechanisms Across the Lifecycle for Customer-driven Optimization of iNnovative product-service design) Result description Data Federation Module) proving the applicability of the implementation environment.
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Description One of the most imperative problems so far is to connect supply chain data and services between enterprises and to connect value chain data within a factory so that it can meaningfully support decision-making
Comments Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data acquisition tools to instantiate virtual manufacturing
Result product International Data Space (IDS) Reference Architecture
 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 Result description On one side, the collection processing and management of data, which is the Big Data Analysis task.
 Big data mining and analytics tools II Result title Big data mining and analytics tools I
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Comments Business model aspects AUTOWARE OPERATING SYSTEM Proprietary software Business model aspects Software ownership Data acquisition Technologies and enablers Data collection, storage, analytics
 Data Management Plan (DMP) Result title Data Management Plan (DMP)
 Periodic Reporting for period 1 - Z-BRE4K (Strategies and Predictive Maintenance models wrapped around physical systems for Zero-unexpected-Breakdowns and increased operating life of Factories) Result description . - A Smart Object Network (SoN) has been developed to allow data acquisition in real time from different sensors/devices/machine and data aggregation, converting the data into value and sharing it through
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Comments Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection
 Periodic Reporting for period 1 - A4BLUE (Adaptive Automation in Assembly For BLUE collar workers satisfaction in Evolvable context) Result description Furthermore, once it is plugged the dual arm robot is ready to share updated data and allow remote control.
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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 Research priorities Domain 5: Human-centric manufacturing Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies
 Data Management Plan Result title Data Management Plan Result description The deliverable will include a description of the data management for all the collected data sets and a listing of open access journals relevant for the project. Result comments result_rcn_EC admin deliverableType_EC admin Open Research Data Pilot
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Description Providing robust and customizable data analysis services. Allowing the company staff to actively participate to the maintenance management by an intra factory information service.
Organisation SAVVY DATA SYSTEMS SL
Comments Developed solutions require the acquisition of data over a longer timespan to better train the artificial intellgence and digital twins based methods.
 Data Management Plan - preliminary Result title Data Management Plan - preliminary Result description on data management.
 R&I Objective 1.1: Zero-defect and zero-downtime high-precision manufacturing, including predictive quality and non-destructive inspection methods Comments Developed solutions require the acquisition of data over a longer timespan to better train the artificial intellgence and digital twins based methods.
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Description The platform includes 4 modules: A data acquisition module leveraging external sensors as well as sensors directly embedded in the machine tool components, An artificial intelligence module combining
Organisation SAVVY DATA SYSTEMS SL
Comments analytics Addressed processes Prediction - forecasting Addressed processes Maintenance Addressed processes Data acquisition Technologies and enablers Data collection, storage, analytics, processing
 Open data management plan Result title Open data management plan Result comments result_rcn_EC admin deliverableType_EC admin Open Research Data Pilot
 Periodic Reporting for period 1 - PreCoM (Predictive Cognitive Maintenance Decision Support System) Result description platform and a data gathering box and cloud; 2) a data quality algorithm for securing the data quality through detecting and localizing unhealthy sensors; 3) a predictive algorithm for detecting and localizing
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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
 Periodic Reporting for period 1 - MC-SUITE (ICT Powered Machining Software Suite) Result description A monitoring platform connected to the numerical controller of the machines and to real time acquisition systems allows collecting production data in real time on the end-users?s machines.
 Data Management Plan Result comments result_rcn_EC admin deliverableType_EC admin Open Research Data Pilot
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Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Cloud computing, edge computing Technologies and enablers Data
 Specifications of multimodal data communication Result title 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 comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Cloud computing, edge computing Technologies and enablers Data
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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 Standards Standards, standardisation
 Improvement on µ-milling process Result description By the use of a piezoelectric dynamometer, a charge amplifier and an acquisition board, it is possible to evaluate in real time the cutting force signals.
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Comments analytics Addressed processes Simulation Addressed processes Prediction - forecasting Addressed processes Data acquisition Technologies and enablers Data collection, storage, analytics, processing
 Data Management Plan Result title Data Management Plan
 Periodic Reporting for period 1 - ZAero (Zero-defect manufacturing of composite parts in the aerospace industry) Result description The large amount of data that is acquired in this way puts high demands on data processing. The ZAero project aims at the development of systems that can handle large and complex data sets.
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Description convenient periods and avoid unexpected breakdowns Operation: Managing energy as a production resource and reduce its consumption Product reliability: Providing the machine tool builder with real data
 Continuous Data recording of internal and external data in the FAGOR CNC Result title Continuous Data recording of internal and external data in the FAGOR CNC Result acronym Data logger (FAGOR CNC)
 Fleet-wide monitoring and management services for Machine Tool Result description These indicators are periodically computed depending on the acquisition process and data flow.
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Comments Platform is addressing data acquisition and analysis at the lowest level: optimizing the use of network and computing resources by applying Edge Computing patterns.
 CPS Data Model Architecture - M12 release Result title CPS Data Model Architecture - M12 release Result description Report on the CPS data models and ontologies of the project, including techniques for their aggregation into higher level data models. This is the first of two incremental releases.
 FAR-EDGE Architecture and Components Specifications Result comments In FAR-EDGE, we envision the use of OCB to implement the generic publish/subscribe interface of the Distributed Data Analytics subsystem
 Data acquisition/monitoring/analysis (SCADA) implemented but isolated Comments Platform is addressing data acquisition and analysis at the lowest level: optimizing the use of network and computing resources by applying Edge Computing patterns.
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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 Applications areas and sectors Manufacturing Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data processing
 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'.
 SAFIRE Electrolux pilot: Cloud-driven product optimization Result comments Applications areas and sectors Manufacturing Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data processing
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Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Research & Innovation Action (RIA) Project type - instrument
 D5.1a Pilot site set up and data collection Result title D5.1a Pilot site set up and data collection
 D2.1 Reference architecture for Wireless Mobile CPPS Connectivity & Data Management Result description & Data Management
 D2.5 Wireless Mobile CPPS Connectivity & Data Management lessons learned Result description & Data Management
 D4.3a AUTOWARE Open CPPS ecosystem development Result comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies