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Comments Data acquisition/monitoring/analysis (SCADA) implemented but isolated Pathways Dedicated software in silos Autonomous Smart Factories Pathway The data-driven digital twin is between SCADA and
 Monitoring System HW and SW Result description New measurement equipment replacing the old system featuring OPC-UA data transfer
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 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.
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Description WORKERS" (FACTS4WORKERS), therefore a serious effort will be put into integrating already available IT enablers into a seamless & flexible Smart Factory infrastructure based on worker-centric and data-driven
Comments acquisition Pathways General purpose software Autonomous Smart Factories Pathway Data acquisition/monitoring/analysis (SCADA) implemented but isolated Pathways Dedicated software in silos Autonomous
 Data Management Plan Result title Data Management Plan Result description Data Management Plan
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
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Comments Data acquisition/monitoring/analysis (SCADA) implemented but isolated Pathways Dedicated software in silos Autonomous Smart Factories Pathway Implemented at both central pilots.
 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
 RP 3.2 Intelligent maintenance systems for increased reliability of production systems Taxon description For this, predictive data analytics techniques should be developed to aggregate and process the massive amount of data captured by intelligent devices from the field on-the-fly.
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Comments acquisition/monitoring/analysis (SCADA) implemented but isolated Pathways Dedicated software in silos Autonomous Smart Factories Pathway Platform enabled optimisation Pathways Off-line optimisation Autonomous
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
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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   Dedicated MOM Software Implemented Pathways Dedicated software in silos Autonomous Smart Factories Pathway Implemented at both central pilots.
 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
 LinkSmartĀ® 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 analytics Taxon title Data analytics
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.
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Comments Data acquisition/monitoring/analysis (SCADA) implemented but isolated Pathways Dedicated software in silos Autonomous Smart Factories Pathway The Analytics domain of the FAR-EDGE Platform is
 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.
 Data analytics Taxon title Data analytics
 RP 3.1 Integrated factory models for evolvable manufacturing systems Taxon description getting a holistic overview of KPIs computed on collected data.
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Comments and tracing Addressed processes Work station Manufacturing system levels Manufacturing system levels Maintenance Addressed processes Data storage Technologies and enablers Data collection, storage,
 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 ownership - data governance Taxon title Data ownership - data governance
 Data Liability Taxon description . for example in relation to quality of data, data, security breaches, delivery, data analytics misuse or misrepresentation, loss of stored data, access or retrieval of data, etc.
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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 Data silos and lack of shared reference data libraries to enable interoperability of applications and proper interpretation of retrieved information or reusable knowledge is also a barrier.
 Data-driven FMECA Mechanisms Result title Data-driven FMECA Mechanisms
 Whirlpool use case: Drum Dryer Production Line Result description that relevant data from legacy and operational systems may reveal.
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
 R&I Objective 4.4: Manufacturing Innovation and change management Comments Data silos and lack of shared reference data libraries to enable interoperability of applications and proper interpretation of retrieved information or reusable knowledge is also a barrier.
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Description sharing data across value chains, resulting in a significant increase in amount of data shared, and breaking silos.
 Periodic Reporting for period 1 - i4Trust (Incubator of Trusted B2B Data Sharing ecosystems of collaborating SMEs linked to Digital Innovation Hubs) Result title Periodic Reporting for period 1 - i4Trust (Incubator of Trusted B2B Data Sharing ecosystems of collaborating SMEs linked to Digital Innovation Hubs) Result description i4Trust (https://i4trust.org/) provides a complete framework which, combined with education, coaching and initial funding, will boost the creation of Data Spaces for trustworthy and effective data sharing
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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 Manufacturing system levels Hyperconnected Factories Pathway Pathways Autonomous Smart Factories Pathway Pathways General purpose software Pathways Autonomous Smart Factories Pathway Dedicated software in silos
 Open data management plan Result title Open data management plan
 Open data repository report Result description Open data repository report
 Dedicated software in silos Taxon title Dedicated software in silos
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.