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Description from heterogeneous data sources during design, manufacturing, testing and usage; To manage, reuse and optimize designs, promoting modularity and Engineering Design Codified Knowledge, through KBE and
 Analysis and Procedures for Secure data sharing across the P-S lifecycle Result title Analysis and Procedures for Secure data sharing across the P-S lifecycle Result description This document contains the results of Task 3.5 - how the data exchange among different data systems is secure and dinamic.
 Domain 4: Collaborative and mobile enterprises Taxon descriptionVisualisation & tracking of processes, delays, and inventory flow. • Accommodating dynamically changing orders & requirements from customers and suppliers.
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Comments with the participation in the Open Research Data (ORD) pilot.
 DELIVERABLE D6.2 - Data Management Plan Result title Data Management Plan
 Data Management Plan Result title Data Management Plan
 SatisFactory Visual Analytics Tool Result description A data visualization tool has been implemented which uses the aforementioned algorithms for data analysis along with further methods.
 DELIVERABLE D4.4 - Data aggregation toolkit and control middleware that integrates social collaboration and sensing environments Result acronym SatisFactory - Data aggregation and middleware
 Manual data acquisition Taxon title Manual data acquisition
 Domain 4: Collaborative and mobile enterprises Taxon descriptionVisualisation & tracking of processes, delays, and inventory flow. • Accommodating dynamically changing orders & requirements from customers and suppliers.
 Business model aspects of digital platform deployment Comments with the participation in the Open Research Data (ORD) pilot.
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Comments platforms Technologies and enablers Data spaces Information and communication technologies Collaborative and decentralized application architectures and development tools ICT performance characteristics
 Product variety management using data-mining methods — Reducing planning complexity by applying clustering analysis on product portfolios Result title Product variety management using data-mining methods — Reducing planning complexity by applying clustering analysis on product portfolios
 Plant Configuration for Frugal Innovation Result description This internal data structure communicates with the common PLM frugal framework data base via the PLM connector.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 Domain 4: Collaborative and mobile enterprises Taxon descriptionVisualisation & tracking of processes, delays, and inventory flow. • Accommodating dynamically changing orders & requirements from customers and suppliers.
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 Solid state memory data erasure: Guidance Result title Solid state memory data erasure: Guidance
 Domain 4: Collaborative and mobile enterprises Taxon descriptionVisualisation & tracking of processes, delays, and inventory flow. • Accommodating dynamically changing orders & requirements from customers and suppliers.
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Description The data collected is analysed to detect complex events that trigger automated actions.
Comments Data analytics and Complex Event Processing (CEP) modules [SAG] mainly at lower levers.
 D4.2: DATA ANALYTICS TOOLKIT Result title D4.2: DATA ANALYTICS TOOLKIT
 D4.2 Data Analytics Toolkit Result description Data Analytics Toolkit
 Data analytics Taxon title Data analytics Comments Data analytics and Complex Event Processing (CEP) modules [SAG] mainly at lower levers.
 Domain 4: Collaborative and mobile enterprises Taxon descriptionVisualisation & tracking of processes, delays, and inventory flow. • Accommodating dynamically changing orders & requirements from customers and suppliers.
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Description Software Development Kit (OAK) for Factories of the Future that aims to be the reference system software for collaborative manufacturing and logistics processes including its associated resources and data
Comments storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms - data platforms Technologies and enablers Data spaces Information
 vfOS - ID5.4a - Data Analytics(M18) Result title vfOS - ID5.4a - Data Analytics(M18)
 vfOS - ID5.2a - Data Storage(M18) Result description This task will specify and implement vf-OS data storage module (D5.2), supporting three major dimensions of “Big Data” when dealing with intensive streaming data, namely: Volume (scale of data processed
 Data storage Taxon title Data storage
 Domain 4: Collaborative and mobile enterprises Taxon descriptionVisualisation & tracking of processes, delays, and inventory flow. • Accommodating dynamically changing orders & requirements from customers and suppliers.
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Comments CAD and CAE models would be useful in mapping these values into a 3D visualisation.
 Data Management Plan (DMP) Result title 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 storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
 Human Machine Interfaces Comments CAD and CAE models would be useful in mapping these values into a 3D visualisation.
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Description , enriching the manufacturing engineering process with on-line data, and simulating and optimizing the production process with the vision to support it in real-time.
Comments As data can have huge volume, in the future highways not just for data but also for bringing algorithms/models to the data become more and more important.
 Towards using the Critical Decision Method for studying visualisation-based decision-making Result title Towards using the Critical Decision Method for studying visualisation-based decision-making
 Improving quality control and maintenance at manufacturing SMEs using big data analytics Result description This new solution models the behaviour of a system through a reverse engineering from the company’s old data to new advanced data.
 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
 R&I Objective 1.6: Data ‘highways’ and data spaces in support of smart factories in dynamic value networks Comments As data can have huge volume, in the future highways not just for data but also for bringing algorithms/models to the data become more and more important.
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 Factory Advanced Plant Model visualisation software Result title Factory Advanced Plant Model visualisation software Result description Factory Advanced Plant Model visualisation software (M40): Demonstration of the platform for manufacturing system visualisation and data analysis in real-time
 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.
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Comments storage Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage,
 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 storage Taxon title Data storage
 Domain 4: Collaborative and mobile enterprises Taxon descriptionVisualisation & tracking of processes, delays, and inventory flow. • Accommodating dynamically changing orders & requirements from customers and suppliers.
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 Empirical Analysis for Remaining Useful Life Estimation via Data-Driven Models Result title Empirical Analysis for Remaining Useful Life Estimation via Data-Driven Models
 Aerospace Pilot – Jet engine manufacturing & maintenance (GRC) Result description To perform the prediction, data is collected from each engine after each flight.
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Description Also to pursue the highly-connected factory model to reap the benefits of all the data generated within the factory.
Comments  The set of components will provide functionalities related to IoT, robotics, AI, Big Data and HMI.
 Data Management Plan 1 Result title Data Management Plan 1 Result description The deliverable presents the procedures for collecting and storing data generated in the project in the first year.
 R&I Objective 4.3: Human & technology complementarity and excellence in manufacturing Comments  The set of components will provide functionalities related to IoT, robotics, AI, Big Data and HMI.
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Comments management plan (DMP) enabling the end to end use of disparate collated data, allowing different actors to interoperate seamlessly.
 User manual and results of the data analysis Result title User manual and results of the data analysis Result description The report provides a detail description on data analysis and a user manual.
 R&I Objective 1.4: Artificial intelligence for productive, excellent, robust and agile manufacturing chains - Predictive manufacturing capabilities & logistics of the future Comments management plan (DMP) enabling the end to end use of disparate collated data, allowing different actors to interoperate seamlessly.
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Comments project_id_EC super_admin project_rcn_EC super_admin topic_EC super_admin DT-ICT-07-2018-2019 call_EC super_admin H2020-DT-2019-1 Data ownership - data governance Business model aspects Coordination
 Data Management Plan Result title Data Management Plan
 Video - Data Space Pathway Result description Data Spaces represent one of the fundamental enablers, allowing the full exploitation of Data Economy business models of Open Data, Data Marketplaces and Trusted Data Ecosystems.
 Data ownership - data governance Taxon title Data ownership - data governance
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Description Many Industrial Data Platforms based on IOT Data in Motion and Analytics Data at Rest have been recently developed to implement effective Industry 4.0 pilots (I4MS Phase III platforms).
Organisation SUITE5 DATA INTELLIGENCE SOLUTIONS LIMITED
 Data Management Plan - Initial version Result title Data Management Plan - Initial version
 Water leakage detection Result description and ground data.
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Description Cyber-defence mechanisms for sophisticated poisoning and evasion attacks against deep neural networks operating over industrial data.
 Security and Data Governance Infrastructure-Initial version Result title Security and Data Governance Infrastructure-Initial version
 Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version Result description Prototype implementation of the decentralized data reliability infrastructure of task T31 Initial version
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Description and live data infrastructure, an edge continuous learning execution pipeline; (ii) A digital twin of the shop-floor to test the AI models; (iii) A data management framework deployed from the edge
 Initial Data Management and Data Quality modules Result title Initial Data Management and Data Quality modules
 Parmalat Scheduling Production Requests Result description The data has been originally collected by the knowlEdge Data Collection Platform and stored within the knowlEdge Historical Data Storage.
 Data Quality Assurance Result acronym Data Quality Assurance
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Description and models) management-sharing-security technologies to multiply the latent data value in a trusted manner, and targeted manufacturing apps to solve concrete manufacturing problems with high impact.'
Organisation SUITE5 DATA INTELLIGENCE SOLUTIONS LIMITED
 Ethics and Data Management Plan Result title Ethics and Data Management Plan
 XMANAI Concept Detailing, Initial Requirements, Usage Scenarios and Draft MVP Result description driving a high level MVP that will describe core backbone data management and analysis operations to be designed in WP2 and WP3