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CREMA | Cloud-based Rapid Elastic MAnufacturing

01-01-2015

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01-01-2018

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Comments analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies
 Cost-Efficient Data Redundancy in the Cloud Result title Cost-Efficient Data Redundancy in the Cloud
 Automotive Use Case Result description Valuable efficiency and machine status data from the production processes coupled with data from legacy systems and positional data from key production assets will provide greater insight into the plant
 Data analytics Taxon title Data analytics
 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.

ADVENTURE | ADaptive Virtual ENterprise ManufacTURing Environment

01-09-2011

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31-08-2014

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Description Supply Chain Management (SCM) systems • Limited integration from other information sources • Lack of distinction between internal and cross-company processes • Limited interoperability of systems/data
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 ADVENTURE Data Provisioning and Discovery Result title ADVENTURE Data Provisioning and Discovery
 ADVENTURE Dashboard Result description The dashboard is organized in 3 main levels: Level 0 corresponds to the Homepage and menu structure that permits the access to all functionalities.
 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.

RebootIoTFactory | Reboot IoT Factory

01-03-2018

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30-04-2021

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Description GE Healthcare (patient monitors) Ponsse (forest harvesters) Kongsberg (vessel thruster systems) Scanfil (electronics housings) Sulzer (pumps) ABB (wiring accessories) Project utilises data-analytics
 Hunting Data and Putting It to Work – Piloting Data Collection for Industrial IoT Result title Hunting Data and Putting It to Work – Piloting Data Collection for Industrial IoT Result description Remion Oy is Tampere-based company specialised in industrial internet services, such as data collection, analytics and visualization using state-of-the-art technologies.

FALCON | Feedback mechanisms Across the Lifecycle for Customer-driven Optimization of iNnovative product-service design

01-01-2015

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01-01-2018

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Comments The field data contain valuable information about the usage and quality of individual devices and their subsystems. This information needs to be extracted through data analytics.
 Taking Advantage of Data Generated by Products: Trends, Opportunities and Challenges Result title Taking Advantage of Data Generated by Products: Trends, Opportunities and Challenges
 FALCON semantic concept definition document Result description In this report domain boundaries for each application are defined, and all products, processes, data sources and resources are identified.
 Data acquisition Taxon title Data acquisition
 Domain 6: Customer-focused manufacturing Taxon description Designers use different ICT tools at different levels in order to come up with ‘eco-designed’ products.
 RP 6.10 Customer focused products quality assessment standards and tools Comments The field data contain valuable information about the usage and quality of individual devices and their subsystems. This information needs to be extracted through data analytics.

LINKEDDESIGN | Linked Knowledge in Manufacturing, Engineering and Design for Next-Generation Production

01-09-2011

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31-08-2015

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Description LinkedDesign is intended to boost today’s engineers by providing an integrated, holistic view on data, persons and processes across the full product lifecycle as vital resource for the outstanding
Comments , analytics, processing and AI Information and communication technologies The project created a data integration layer in order to integrate the different data storages, from structured data sources and
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon title RP 3.5 Multi-level simulation and analytics for improving production quality and throughput
 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.

MUPROD | Innovative proactive Quality Control system for in-process multi-stage defect reduction

01-11-2011

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31-10-2014

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Description development of this proactive quality control system will be based on the design and development of new hardware technologies, techniques and software solutions that in turn are based on real-time multi-data
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies System modelling - digital twins
 Multi-scale modelling from multi-sensor data fusion for visualization, design, analysis and additive manufacturing Result title Multi-scale modelling from multi-sensor data fusion for visualization, design, analysis and additive manufacturing
 Process monitoring technology based on multi-scale, multi-sensor data fusion for high responsiveness while identifying manufacturing process deviations, applicable to small batch productions. Result description and simulated data) - Methods and tools to fuse multiple signals (tested on simulated data, only) - Methods and tools to detect alarm states via multiple-source control chart (tested on simulated data
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon title 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.

MATFLEX | Material Flexible production, development of physical and virtual test bed

01-10-2013

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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
 RP 6.12 Implementation of creativity and user-driven innovation through flexible design and manufacturing processes Taxon title RP 6.12 Implementation of creativity and user-driven innovation through flexible design and manufacturing processes
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).

METALMORPHOSIS | Optimization of joining processes for new automotive metal-composite hybrid parts

01-09-2013

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29-02-2016

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Comments geometries and scale Domain 1: Advanced manufacturing processes Domain 3: Digital, virtual and resource-efficient factories FoF Partnership SRIA Research priorities RP 3.5 Multi-level simulation and analytics
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon title 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.

EFPF (European Factory Platform) | European Connected Factory Platform for Agile Manufacturing

01-01-2019

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31-12-2022

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Description European Factory Platform project (EFPF) realises a federated smart factory ecosystem by primarily interlinking 4 smart factory platforms, from the FoF-11-2016 cluster, through an open and interoperable Data
 Application of a Visual and Data Analytics Platform for Industry 4.0 enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain Result title Application of a Visual and Data Analytics Platform for Industry 4.0 enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain
 Predictive Maintenance demonstrator in lot-size-1 manufacturing furniture domain Result description The Analytics component monitors these data and builds up a machine learning model.

MEMAN | Integral Material and Energy flow MANagement in MANufacturing metal mechanic sector

01-01-2015

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01-07-2018

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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
 Domain 6: Customer-focused manufacturing Taxon description Designers use different ICT tools at different levels in order to come up with ‘eco-designed’ products.

AI REGIO | Regions and DIHs alliance for AI-driven digital transformation of European Manufacturing SMEs

01-10-2020

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30-09-2023

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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
 Idss For Predictive Quality Assurance Result description Such predictive quality system performs cause-effect analysis, big data monitoring and analytics, and effective decision-making in real time.

NIMBLE | Collaboration Network for Industry, Manufacturing, Business and Logistics in Europe

01-10-2016

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30-09-2019

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Comments Once data has reached the platform, data are stored for future uses such as offline analytics and auditing.
 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 Once data has reached the platform, data are stored for future uses such as offline analytics and auditing.

TERRIFIC | Towards Enhanced Integration of Design and Production in the Factory of the Future through Isogeometric Technologies

01-09-2011

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31-08-2014

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Description investigated how the isogeometric concepts can actually be introduced on a large scale, starting from the interoperability of typical CAD-models and new isogeometric CAD-models all the way to product data
Comments geometries and scale Domain 1: Advanced manufacturing processes Domain 3: Digital, virtual and resource-efficient factories FoF Partnership SRIA Research priorities RP 3.5 Multi-level simulation and analytics
 Ecosystem of software tools for IsogeoemtricRepresetnation and Analysis Result description Jotne's Express Data Manager is used as the STEP reader/writer of GoTools and thus a vital component for interoperability in TERRIFIC.
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon title 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.

Know4Car | An Internet-based Collaborative Platform for Managing Manufacturing Knowledge

01-09-2011

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31-08-2015

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Description Special requirements from the industrial partners form the specifications for the test-bed implementation and the results are used for the evaluation of the platform.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Intelligent data management for a seamless and robust data availability Result title Intelligent data management for a seamless and robust data availability Result description It maps relational data transparently into ice.NET (current PDTec product) model with legacy data within ice.NET without replication and connects ice.NET to Master Data Management solutions.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 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.

PreCoM | Predictive Cognitive Maintenance Decision Support System

01-11-2017

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31-10-2020

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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 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
 Model implementation report (II) Result description Model implementation report (D3.3)
 Data analytics Taxon title Data analytics
 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.

PSYMBIOSYS | Product-Service sYMBIOtic SYStems

01-02-2015

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01-02-2018

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Description Service-Oriented and Event-Driven: How to create a generic conceptual and implementation framework which could identify and implement the interoperability points between SOA and EDA in PLM value chain
Comments and big data analytics will be enabled and implementing them in a conclusive mobile-enabled Symbiotic Manufacturing Intelligence Platform in product-service design value networks.
 Big Data Analytics Tools and Platforms First Result title Big Data Analytics Tools and Platforms First
 Mobile Applications Development Platform First Result description Data Analytics and 3D rendering in product service systems
 Mobile Applications Development Platform Final Result description Data Analytics and 3D rendering in product service systems
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
 ICT solutions for next generation data storage and information mining Comments and big data analytics will be enabled and implementing them in a conclusive mobile-enabled Symbiotic Manufacturing Intelligence Platform in product-service design value networks.

CAPP-4-SMES | Collaborative and Adaptive Process Planning for Sustainable Manufacturing Environments

01-12-2012

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30-11-2015

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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 Digital manufacturing platforms
 Machine Availability Monitoring Module Result description Afterwards, an information fusion technique processes the monitoring data in order to feed the process planning service with the status, specifications, and availability time windows of machine tools.
 Knowledge-workers and operators Taxon description the Ace factories cluster projects (A4BLUE, Factory2Fit, HUMAN, INCLUSIVE, and MANUWORK) funded under the horizon 2020 call “FOF-04-2016: Continuous adaptation of work environments with changing levels

USE-IT-WISELY | Innovative continuous upgrades of high investment product-services

01-09-2013

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30-11-2016

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Comments visualisation Technologies and enablers Human Machine Interfaces Information and communication technologies Data acquisition Technologies and enablers Data collection, storage, analytics, processing
 Collaborative management of inspection results in power plant turbines Result description Data and inspection annotations directly in the 3D model.
 Data acquisition Taxon title Data acquisition
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).

SatisFactory | A collaborative and augmented-enabled ecosystem for increasing SATISfaction and working experience in smart FACTORY environments

01-01-2015

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31-12-2017

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Comments with the participation in the Open Research Data (ORD) pilot.
 SatisFactory Visual Analytics Tool Result title SatisFactory Visual Analytics Tool Result acronym Visual Analytics Tool
 iDSS-Decision Support System for Incident Detection and Maintenance in Industries Result description Analytics Module: This module is responsible for correlating, combining and analysing heterogeneous data acquired from the smart sensor network in order to evaluate the shop floor and production operations
 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.
 Business model aspects of digital platform deployment Comments with the participation in the Open Research Data (ORD) pilot.

MSEE | Manufacturing SErvice Ecosystem

01-10-2011

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30-09-2014

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Description Systems and Factories of the Future, i.e. from a methodological viewpoint to adapt, modify, extend SSME concepts so that they could be applicable to traditionally product-oriented enterprises; from an implementation
Comments symbiosis’) Manufacturing performance characteristics Circular economy Environmental sustainability Information and communication technologies Technologies and enablers Digital manufacturing platforms - data
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 4.1 Cloud-based Manufacturing Business Web for Supply Network Collaboration Taxon description An MBW deployment would open up possibilities to exploit the distributed infrastructure using the IaaS paradigm for performing high-performance simulation, forecasting, and analytics operations.

DigiPrime | Digital Platform for Circular Economy in Cross-sectorial Sustainable Value Networks

01-01-2020

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31-12-2023

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Description Specific attention will be devoted to create trustable data sharing mechanisms, preserving the confidentiality of business-critical data.
 Data Policy Framework. Result title Data Policy Framework. Result description This public deliverable will report the work of Task 25 It will contain the data policy framework of DigiPrime project and will be the reference document for the data management storage traceability and

iDev40 | Integrated Development 4.0

01-05-2018

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30-04-2021

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Description To cope with the exceptional complexity it becomes even more crucial to be competitive leaders in developing virtual representations of real physical implementation.
Organisation KNOW-CENTER GMBH RESEARCH CENTER FOR DATA-DRIVEN BUSINESS & BIG DATA ANALYTICS (KNOW)
 Visual Analytics for Data-Driven Analysis in Semiconductor Manufacturing Result title Visual Analytics for Data-Driven Analysis in Semiconductor Manufacturing
 Visual Analytics for Data-Driven Analysis in Semiconductor Manufacturing Result title Visual Analytics for Data-Driven Analysis in Semiconductor Manufacturing
 D7.1.3.1 Report on signal preprocessing for Machine Learning/Deep Leaning data analysis and feature extraction Result description Report on signal preprocessing for Machine Learning/Deep Leaning data analysis and feature extraction

vf-OS | Virtual Factory Open Operating System

01-10-2016

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30-09-2019

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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
 vfOS - ID5.4a - Data Analytics(M18) Result title vfOS - ID5.4a - Data Analytics(M18) Result description The deliverable represents the functionalities of the data analytics.
 Data analytics Taxon title Data analytics
 RP 4.5 Complex Event Processing (CEP) for state detection and analytics in supply networks Taxon description Furthermore, this Research Priority will open up business opportunities for SMEs to configure and sell analytics services on large enterprise data through the Manufacturing App Store.

BEinCPPS | Business Experiments in Cyber Physical Production Systems

11-01-2015

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31-10-2018

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Description pertaining to the machine, the factory and the cloud levels.
Comments Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection, storage, analytics,
 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 analytics Taxon title Data analytics
 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.

SeCoIIA | Secure Collaborative Intelligent Industrial Assets

01-12-2019

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31-05-2022

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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 Manufacturing IoT (Aerospace Manufacturing UC) Result description   As main targets of use cases, it shall enable to retrieve, save and show historical data to analyse and process these data and to improve the aircraft manufacturing processes.
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