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POWER-OM | Power consumption driven Reliability, Operation and Maintenance optimisation

01-08-2012

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31-07-2015

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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.
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).

IFACOM | Intelligent Fault Correction and self Optimizing Manufacturing systems

01-11-2011

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30-04-2015

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Comments Technologies and enablers Mechatronics and robotics technologies IoT - Internet of Things Technologies and enablers Information and communication technologies Digital manufacturing platforms - data
 EMA DEMO Result description After the acquisition, a sensor vector (a .csv file, with all data) is generated. This file represents the input for the successive IFaCOM Processing Algorithms segment.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).

ROBUSTPLANET | Shock-robust Design of Plants and their Supply Chain Networks

01-10-2013

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30-09-2016

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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
 Production System Opportunistic Maintenance Planning Result description Data gathering from sensorial data: this module receives in input data from the multiple sensors implemented at shop floor level to observe the degradation behaviour of the critical components in the system
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).

FORTISSIMO | Factories of the Future Resources, Technology, Infrastructure and Services for Simulation and Modelling

01-07-2013

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30-06-2016

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 Cloud-based molecular simulation for industrial chemical engineering applications Result description Typically, the chemical industry measures the required data experimentally.
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).

CLOUDFLOW | Computational Cloud Services and Workflows for Agile Engineering

01-07-2013

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31-12-2016

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Description From a technical point of view, the project will focus on: data (exchange and integration); services (adaptation, interoperability); and workflows (integration, co-operation).
Comments . - Management of data and information is archived in a standard format (STEP, ISO 10303), reducing product costs and preserving existing jobs. - Accessibility for services from any point and any device
 Product Lifecycle and Engineering Data Management (PLM) on the Cloud Result title Product Lifecycle and Engineering Data Management (PLM) on the Cloud
 Comparing CAD Models with 3D Scanned Manufactured Parts on the Cloud Result description For this purpose, the machined part is scanned with a 3D acquisition device, e.g. a laser scanner, which results in several point clouds typically consisting of millions of measured, discrete 3D points
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).
 Number of participating SMEs Comments . - Management of data and information is archived in a standard format (STEP, ISO 10303), reducing product costs and preserving existing jobs. - Accessibility for services from any point and any device

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

01-01-2015

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30-06-2018

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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 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 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).

DISRUPT | Decentralised architectures for optimised operations via virtualised processes and manufacturing ecosystem collaboration

01-09-2016

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31-08-2019

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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
 Data analytics Taxon title Data analytics
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).

SHOP4CF | Smart Human Oriented Platform for Connected Factories

01-01-2020

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31-12-2023

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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.
 Improve automatic data acquisition, storage, traceability with user-friendly interfaces and human safety Result title Improve automatic data acquisition, storage, traceability with user-friendly interfaces and human safety Result description Challenge Improve automatic data acquisition, storage, traceability with user-friendly interfaces and human safety.
 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.

ASSISTANT | leArning and robuSt deciSIon SupporT systems for agile mANufacTuring environments

01-11-2020

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31-10-2023

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Description It promote a methodology that enhances generative design with learning aspects of AI thanks to the data available in manufacturing.
 Introduction to the PTHG21 Challeng: data for the Constraint Acquisition Challenge Result title Introduction to the PTHG21 Challeng: data for the Constraint Acquisition Challenge
 Requirements for multi-level flexible production Result description model acquisition and business-oriented aspects such as digital twins) for a flexible production.

FOFDATION | The Foundation for the Smart Factory of the Future

01-06-2010

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31-05-2014

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Description Acquisition (SCADA) system
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
 FoF-EMon Result description Data acquisition for higher monitoring systems, e.g. MES.
 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

SUPREME | SUstainable PREdictive Maintenance for manufacturing Equipment

01-09-2012

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31-08-2015

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Description and features extractions for varying operating conditions machines; -Real time data fusion (vibrations, acoustic emission, motor current, torque,); -Off line data mining and self-learning failure mode
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).

STAR | Safe and Trusted Human Centric Artificial Intelligence in Future Manufacturing Lines

01-01-2021

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31-12-2023

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Description Cyber-defence mechanisms for sophisticated poisoning and evasion attacks against deep neural networks operating over industrial data.
 A General and NLP-based Architecture to perform Recommendation: A Use Case for Online Job Search and Skills Acquisition Result title A General and NLP-based Architecture to perform Recommendation: A Use Case for Online Job Search and Skills Acquisition
 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

MUSIC | MUlti-layers control&cognitive System to drive metal and plastic production line for Injected Components

01-09-2012

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31-08-2016

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Comments acquisition from  any level.
 Monitoring System HW and SW Result description New measurement equipment replacing the old system featuring OPC-UA data transfer
 Data acquisition/monitoring/analysis (SCADA) implemented but isolated Taxon title Data acquisition/monitoring/analysis (SCADA) implemented but isolated
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).
 Work station Comments acquisition from  any level.

CREMA | Cloud-based Rapid Elastic MAnufacturing

01-01-2015

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31-12-2017

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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
 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 acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

FACTS4WORKERS | Worker-Centric Workplaces in Smart Factories

01-12-2014

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30-11-2018

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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 acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
 Data acquisition/monitoring/analysis (SCADA) implemented but isolated Taxon title Data acquisition

BEinCPPS | Business Experiments in Cyber Physical Production Systems

11-01-2015

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31-10-2018

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Description open source platforms federation, integrated from state-of-the-art R&I advances in the fields of Internet of Things, Future Internet and CPS / Smart Systems and able to bi-directionally interoperate data
Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and enablers Data collection, storage
 Lombardy Champion - Zero-Hours Quality Result description storage and computationally-intensive data analysis tasks.
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

SYMBIO-TIC | Symbiotic Human-Robot Collaborative Assembly: Technologies, Innovations and Competitiveness

01-04-2015

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31-03-2019

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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
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

ambliFibre | adaptive model-based Control for laser-assisted Fibre-reinforced tape winding

01-09-2015

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31-08-2018

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Comments analytics Addressed processes Simulation Addressed processes Maintenance Addressed processes Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information
 Online Data Collection and Modeling for the Adaptive Production of Composite Pipes & Vessels Result title Online Data Collection and Modeling for the Adaptive Production of Composite Pipes & Vessels
 LCA Technical Report and Sustainability Product Declaration Result description Data quality requirements and comparison criteria of the Life Cycle Inventory phase will be discussed as well, with a focus on collected primary data and their representativeness for the considered system
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

A4BLUE | Adaptive Automation in Assembly For BLUE collar workers satisfaction in Evolvable context

01-10-2016

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30-09-2019

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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
 Data quality-based process enabling: Application to logistics supply processes in low-volume ramp-up context Result title Data quality-based process enabling: Application to logistics supply processes in low-volume ramp-up context
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

TWIN-CONTROL | Twin-model based virtual manufacturing for machine tool-process simulation and control

10-01-2015

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30-09-2018

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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
 Data acquisition/monitoring/analysis (SCADA) implemented but isolated Taxon title Data acquisition
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

COMPOSITION | Ecosystem for Collaborative Manufacturing Processes _ Intra- and Interfactory Integration and Automation

01-09-2016

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31-08-2019

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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
 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
 LinkSmart® 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 acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

AUTOWARE | Wireless Autonomous, Reliable and Resilient ProductIon Operation ARchitecture for Cognitive Manufacturing

01-10-2016

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30-09-2019

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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
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

ENCOMPASS | ENgineering COMPASS

01-10-2016

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29-02-2020

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Description (for inspection and post-processing) Between all stages and the data management system with the integrated design decision support (IDDS) system By considering the entire AM process chain, rather than
Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection, storage
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

INCLUSIVE | Smart and adaptive interfaces for INCLUSIVE work environment

01-10-2016

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30-09-2019

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Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection, storage
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
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