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Comments enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage, analytics, processing and
 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
 D3.1: Global Architecture Definition Result description This document will present the CREMA Global Architecture including identification of all subcomponents the highlevel interactions between the components and the actors involved
 Data processing Taxon title Data processing
 RP 2.13 M2M cloud connectivity for future manufacturing enterprises Taxon description would make consumption and processing of device data faster and more efficient.
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Description A knowledge base (KB) to include system know-how data as well as real-time environment information was developed.
 Data Security Result title Data Security Result description In particular policies, technologies and measures are provided on how to protect the system in different levels of the architecture. Result acronym Data Security
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Comments Demonstration and upscaling (UPSCALE) UPSCALE - Assessment of technical readiness of both equipment and process for industrial use Success Factors Demonstration and upscaling (UPSCALE) UPSCALE - Address data
 Sub-Domain 1.1 Processing novel materials and structures (into products) Taxon title Sub-Domain 1.1 Processing novel materials and structures (into products)
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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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,
 Pilot cell for automotive moving line final assembly Result description processing.
 Data processing Taxon title Data processing Taxon description Data processing is, generally, the collection and manipulation of items of data to produce meaningful information (https://en.wikipedia.org
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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
 Natural Language Processing for Troubleshooting Result title Natural Language Processing for Troubleshooting
 AI-enhanced control strategy for production environment Result description Processing information is extremely time-consuming, and not all the SMEs are interested in spending personnel efforts in elaborating data and interpreting them.
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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 Collaboration platform, Virtual
 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 5.9 Linking organisational knowledge in connected enterprises Taxon description Future research should focus on context aware information modelling on data captured at the enterprise and human-machine interaction levels.
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Description Reuse of product and process data is a promising approach to leverage virtual simulation of manual manufacturing processes.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Data Import, Filter and Mapping Result title Data Import, Filter and Mapping Result description Therefore a flexible architecture for the data import, filter and mapping component has been developed. Result acronym Data Import, Filter and Mapping
 RP 5.3 Levels of automation and continuous adaptation of workplaces Taxon title RP 5.3 Levels of automation and continuous adaptation of workplaces
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description These data visualization systems should be role-based maintaining a level of abstraction and anonymisation based on viewer access levels.
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Description Fortissimo places considerable emphasis on the exploitation of opportunities at all levels of the value chain ranging from the end-user to the High Performance Computing infrastructure provider.
Organisation SEISMIC IMAGE PROCESSING LTD
 Cloud-based microscopy Result description The test cases were: analysis of images from remotely controlled fluorescence microscopy; processing data from super-resolution microscopy; management and visualization of spectroscopic data; and whole
 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
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Description security concerns, such as trust and privacy, that have to be addressed to enable wide deployment of 5G services and especially enhance user acceptance. 5G-ENSURE will define and deliver a 5G Security Architecture
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
 5G Security Architecture Result title 5G Security Architecture Result description The security architecture builds on the current 3GPP security architecture (TS 33.401) where the network and its security functionalities are represented in terms of domains, strata and security feature Result acronym 5G Security Architecture
 Data processing Taxon title Data processing
 RP 2.13 M2M cloud connectivity for future manufacturing enterprises Taxon description would make consumption and processing of device data faster and more efficient.
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Comments tools for human activity monitoring and analysis FoF Partnership SRIA Research priorities Domain 5: Human-centric manufacturing RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data
 Human-centred Adaptation and Task Distribution utilizing Levels of Automation Result title Human-centred Adaptation and Task Distribution utilizing Levels of Automation
 UTC Pilot: On-the-job Learning Result description Manual assembly of highly customized large products requires skillful workers in varying levels.
 RP 2.13 M2M cloud connectivity for future manufacturing enterprises Taxon description would make consumption and processing of device data faster and more efficient.
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Description Furthermore, new business models will be developed to support the implementation of global energy and resources efficiency along the 3 value chains.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Domain 4 - Collaborative and Mobile
 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
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Description The ECOMISE project proposes a breakthrough production system to enable next generation of thermoset composite manufacturing and post-processing.
Comments Composites or Engineered Metallic Materials Impact Workshop Domain 1 - Advanced Manufacturing Processes Domain 1: Advanced manufacturing processes FoF Partnership SRIA Research priorities Sub-Domain 1.1 Processing
 Sub-Domain 1.1 Processing novel materials and structures (into products) Taxon title Sub-Domain 1.1 Processing novel materials and structures (into products)
 RP 2.13 M2M cloud connectivity for future manufacturing enterprises Taxon description would make consumption and processing of device data faster and more efficient.
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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 , analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication
 IoT data processing pipeline in FoF perspective Result title IoT data processing pipeline in FoF perspective
 vfOS - ID3.5a - vf-OS Process Enabler(M12) Result description Delivery will be the repackaging and production of the vf-OS Processing Engine.
 Data processing Taxon title Data processing
 Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.
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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 , analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication
 Implementation plan Result title Implementation plan Result description Implementation plan
 Data processing Taxon title Data processing
 Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.
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Comments Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Cognitive and artificial intelligence (AI) technologies - machine
 SW/HW Reference implementation of IEC-61499 CPS-izer Result title SW/HW Reference implementation of IEC-61499 CPS-izer Result description SW/HW Reference implementation of IEC-61499 CPS-izer
 Data processing Taxon title Data processing
 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
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Description Designing durable and efficient tools is an indispensable prerequisite for the industrial implementation of the technology and will be addressed in the project.
Comments Success Factors Communication (COMMUNIC) Domain 1: Advanced manufacturing processes FoF Partnership SRIA Research priorities joining of dissimilar materials by electromagnetic fields Sub-Domain 1.1 Processing
 Standardisation recommendation document Result description This report was developed under the scope of the Work Package 7 - Industrial implementation issues.
 Sub-Domain 1.1 Processing novel materials and structures (into products) Taxon title Sub-Domain 1.1 Processing novel materials and structures (into products)
 RP 5.11 Demonstrating smart factories that attract people Taxon description This will lead to a new look at the people in the production systems and it will inevitably address the field of what is a system architecture supporting such interactions.
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 Secure Data Processing for Industrial Remote Diagnosis and Maintenance Result title Secure Data Processing for Industrial Remote Diagnosis and Maintenance
 Secure Remote Maintenance (Maritime Manufacturing UC) Result description If a dialogue architecture between the machine's operating data and the supplier's remote monitoring software could be proposed, this would be a real progress in the monitoring and maintenance
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Comments It allows information interconnection from different data sources, and furthermore, the architecture proposed by AUTOWARE provides the ability to establish data processing and computing at the most appropriate
 Z-Bre4k system architecture Result title Z-Bre4k system architecture
 Philips Use Case Result description The other main motivation of the implementation of the Z-BRE4K solution is to simulate the processes over the complete production chain and monitor, based on sensorial data, the interaction between the
 Data processing Taxon title Data processing Comments It allows information interconnection from different data sources, and furthermore, the architecture proposed by AUTOWARE provides the ability to establish data processing and computing at the most appropriate
 Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.
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Comments Novel DC powered robot end effectors and manufacturing tools R&I Objective 1.6: Data ‘highways’ and data spaces in support of smart factories in dynamic value networks MIE Consultation 2020 (Closed
 DC-Robot architecture Result title DC-Robot architecture Result acronym DC-Robot architecture
 Single and Multi-Robot Energy Consumption simulation Result description Results show a significant agreement with experimental data on the real robot.
 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
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Comments In addition, processing of the data as it flows into the platform can be performed in real-time.
 Data Analytics Result title Data Analytics
 Semantic Modelling of Manufacturing Collaboration Assets Result description A report designing semantic data integration mechanisms
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 AAA - Access, Authorisation and Authentication Taxon description Access control levels can thus be set up on different layers.
 Industrial Reference ICT Architectures Comments In addition, processing of the data as it flows into the platform can be performed in real-time.
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Description pertaining to the machine, the factory and the cloud levels.
Comments processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies
 D2.1b BEinCPPS Architecture Business Process Result title D2.1b BEinCPPS Architecture Business Process
 Lombardy Champion - Zero-Hours Quality Result description have been deployed across the three physical levels defined by the BEinCPPS Reference Architecture: Field, Factory and Cloud.
 Data processing Taxon title Data processing
 Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.
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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 storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Domain 2: Adaptive and smart manufacturing
 Event Stream Processing and Analysis Result title Event Stream Processing and Analysis
 Revised Architecture Specification Result description The Revised Architecture Specification of KAP describes a more detailed definition of the distributed real-time event processing architecture for data analysis based on the deliverable 6.1 of the KAP Project
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 3.4 Energy monitoring and management in future manufacturing enterprises Taxon description These decision-support systems should also be complemented by rich and intuitive energy management mobile dashboards available to the decision makers at plant and board levels of a manufacturing enterprise
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Description It uses a standardized multi-domain reference architecture, fully compliant with ISO 29182, which fosters reusability, scalability, and interoperability.
Comments for Digital Manufacturing Platforms ICT performance characteristics Cybersecurity Specific security standard(s) addressed and impact on implementation ICT performance characteristics Cybersecurity Used
 Summary of selected SCOTT reference architecture/reference implementation building blocks Result title Summary of selected SCOTT reference architecture/reference implementation building blocks
 Safety-critical Sandbox (Beta) Result description Implementation and evaluation of formal model using model checker/big data analytics techniques – M24
 A Security Architecture for Digital Manufacturing Platforms Taxon title A Security Architecture for Digital Manufacturing Platforms
 AAA - Access, Authorisation and Authentication Taxon description Access control levels can thus be set up on different layers.
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Comments Leveraging reference heterogeneous communications and networking architecture to support connectivity & data management in CPPS.
 D2.1 Reference architecture for Wireless Mobile CPPS Connectivity & Data Management Result title D2.1 Reference architecture for Wireless Mobile CPPS Connectivity & Data Management Result description D2.1 Reference architecture for Wireless Mobile CPPS Connectivity & Data Management (M15).
 Data acquisition Taxon title Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.
 Interoperability (ICT) Comments Leveraging reference heterogeneous communications and networking architecture to support connectivity & data management in CPPS.
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Description To reach the above vision, ROSSINI proposes the implementation of a Safety-Aware Architecture concept where a safety layer connects a flexible execution control layer to the HRC interaction block, guaranteeing
Comments Moreover, the deployment of artificial intelligence techniques for data processing will not be just aimed to enable robot perception, but will also make robot cognition possible.
 Data Management Plan Result title Data Management Plan Result description Data Management Plan (DMP): The plan will describe ways to manage all research data, and metadata, during and after the project duration; open data sets, means to access, updating, etc
 Control Architecture - CORE component (aggregated) - Control layer Result acronym Control Architecture
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Autonomous Smart Factories Pathway Comments Moreover, the deployment of artificial intelligence techniques for data processing will not be just aimed to enable robot perception, but will also make robot cognition possible.
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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 INTERNATIONAL DATA SPACES EV
Comments Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage
 Implementation of Digital Enhancements of ZDM Equipment (Version 1) Result title Implementation of Digital Enhancements of ZDM Equipment (Version 1)
 BigData and Analytics Infrastructure (Version 1) Result description Prototype implementation of the BigData infrastructure that will be support data collection, storage and analytics
 D2.11 Reference Architecture and Blueprints (Version 1) Result acronym Autonomous Quality Reference Architecture
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Comments , storage, analytics, processing and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication
 Implementation of an Autonomous Tool Trolley in a Production Line Result title Implementation of an Autonomous Tool Trolley in a Production Line
 White paper - Human-centred factories from theory to industrial practice. Lessons learned and recommendations Result description The core target groups of this report are people in academia, industry practitioners and policy makers at the local, national and EU levels.
 Data processing Taxon title Data processing
 Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.
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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 ;Real-Time Procesing and Batch Processing" layers  (refer to UPTIME conceptual architecture) is stored and retrieved.
 Data Management and Processing Patterns Result title Data Management and Processing Patterns
 FTT use case: Transportation Logistics Result description The FFT use case starts with the implementation of UPTIME_SENSE to acquire sensor data.
 Data processing Taxon title Data processing
 Data acquisition Taxon description Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing.
 Data storage Comments ;Real-Time Procesing and Batch Processing" layers  (refer to UPTIME conceptual architecture) is stored and retrieved.
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Description FAR-EDGE will provide a reference implementation of emerging standards-based solutions for industrial automation, along with simulation services for validating automation architectures and production scheduling
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Collaborative and decentralized
 CPS Data Model Architecture - M12 release Result title CPS Data Model Architecture - M12 release
 Distributed Data Analytics Infrastructure - M12 release Result description Based on the outcomes of task T3.4, this deliverable is the prototype implementation of a data analytics infrastructure over the edge nodes of the edge computing architecture.
 Distributed Data Analytics Infrastructure - M24 release Result description Based on the outcomes of task T3.4, this deliverable is the prototype implementation of a data analytics infrastructure over the edge nodes of the edge computing architecture.
 Data analytics Taxon title Data analytics
 RP 2.13 M2M cloud connectivity for future manufacturing enterprises Taxon description would make consumption and processing of device data faster and more efficient.