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SHAREWORK | Safe and effective HumAn-Robot coopEration toWards a better cOmpetiveness on cuRrent automation lacK manufacturing processes.

01-11-2018

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31-10-2022

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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 acronym Data Security
 Report on Standardization landscape and applicable standards Result description Report presenting the project related applicable existing standards

DAT4.ZERO | Data Reliability and Digitally-enhanced Quality Management for Zero Defect Manufacturing in Smart Factories and Ecosystems

01-10-2020

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31-03-2024

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Description These generate large amounts of data, which can be used for analysis and fault prevention, as well as the optimisation of the quality of manufacturing processes and products.
Organisation INTERNATIONAL DATA SPACES EV
 Data Management System Result title Data Management System
 DQM Core Result description Cloud Data Management layer enables communication between different IT modules, big-data management (long term time-based data storage, data streaming platform, data interoperability, metadata, and annotation

InterQ | Interlinked Process, Product and Data Quality framework for Zero-Defects Manufacturing

01-11-2020

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31-10-2023

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Description The reliability of data will be checked in two layers: in real time and based on historical and statistical analysis of the data streams (InterQ-Data module).
 Data Management Plan Result title Data Management Plan
 Data Management Plan update Result title Data Management Plan
 Integrated scattered light for surface metrology Result description The necessary standards are calibrated according to ISO17025 and the procedure itself is normatively described in a VDA recommendation.
 Historical & Statistical data filtering and analysis software Result acronym KASEM Data Quality

TRINITY | Digital Technologies, Advanced Robotics and increased Cyber-security for Agile Production in Future European Manufacturing Ecosystems

01-01-2019

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30-06-2023

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Description DIHs) composed of research centers, companies, and university groups that cover a wide range of topics that can contribute to agile production: advanced robotics as the driving force and digital tools, data
 TRINITY open access data repository Result title TRINITY open access data repository Result description Within the RD and demonstration activities foreseen different types of data are expected to be collected such as 2D 3D data from the laservision systems data from the MESSCADA systems of the end users

ENGINE | Zero-defect manufacturing for green transition in Europe

01-06-2022

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31-05-2025

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Description Develop computational modelling toolbox for product and process design, non-destructive diagnostic tools for production monitoring, and data solution for seamless integration of the whole supply-chain.
 Data management plan Result title Data management plan Result description The consortium will prepare a Project Data Management Plan (PDMP; D9.2) including a description of methodology and standards to be followed, what data sets are exploitable or made accessible for verification

DiCiM | Digitalised Value Management for Unlocking the potential of the Circular Manufacturing Systems with integrated digital solutions

01-01-2023

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31-12-2026

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Description about the development of the full demonstrator of DiCiM, a set of integrated digital solutions that makes use of Internet of Things (IoT), Machine Learning (ML) based Artificial Intelligence (AI), Big Data
 Initial data management plan Result title Initial data management plan Result description project what data will be collected processed and generated which methodology standards will be applied whether data will be sharedmade open access and how data will be curated preserved including after

LEVEL-UP | Protocols and Strategies for extending the useful Life of major capital investments and Large Industrial Equipment

01-10-2019

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30-09-2023

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Description LEVEL-UP will therefore comprise new hardware and software components interfaced with the current facilities through IoT and data-management platforms, while being orchestrated through eight (8) scalable
Organisation INTERNATIONAL DATA SPACES EV
Comments The data gathered will be utilized for the development of machine learning algorithms for shifting from preventive maintenance to predictive maintenance.
 Data Management Plan (DMP) Result title Data Management Plan (DMP)
 Periodic Reporting for period 3 - LEVEL-UP (Protocols and Strategies for extending the useful Life of major capital investments and Large Industrial Equipment) Result description Nowadays, the deployment of digital technologies, connectivity and related large amounts of data, offers to companies...
 R&I Objective 1.1: Zero-defect and zero-downtime high-precision manufacturing, including predictive quality and non-destructive inspection methods Comments The data gathered will be utilized for the development of machine learning algorithms for shifting from preventive maintenance to predictive maintenance.

knowlEdge | Towards AI powered manufacturing services, processes, and products in an edge-to-cloud-knowlEdge continuum for humans [in-the-loop]

01-01-2021

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31-03-2024

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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
 AI Model Collection Result description All the models can be converted to PMML or ONNX standards.
 Data Quality Assurance Result acronym Data Quality Assurance

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 Standards Standards and standardisation Different partners of the projects are involved in the QLM Open Group (http://www.opengroup.org/subjectareas/qlm-work-group).
 Standards Taxon title Standards
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Furthermore, new UI standards such as HTML5, next generation graphics rendering algorithms, and mobile apps for workers that use data-push mechanism to display KPIs and exception conditions should be developed

SKILLPRO | Skill-based Propagation of Plug&Produce-Devices in Reconfigurable Production Systems by AML

01-10-2012

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30-09-2015

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Comments platforms Technologies and enablers Data spaces Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering tools Standards Standards
 Standards Taxon title Standards
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description New standards can provide data and quality assurance which can be managed in supply networks providing high quality products.

COMVANTAGE | Collaborative Manufacturing Network for Competitive Advantage

01-09-2011

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31-08-2014

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Description The integration of sensor data allows for products to be members of the collaboration space.
Comments Standards Standards and standardisation Enhancements of real-world-integration related standards with Linked Data principles - access to open modelling platform (OMI) Domain 4 - Collaborative and
 Relating machine and business data for added business value Result title Relating machine and business data for added business value
 Simplified interface for remote machine access Result description Machine middleware systems like GAMMA V (http://www.rst-automation.de) or standards like OPC-UA have evolved to address this problem.
 Standards Taxon title Standards
 RP 4.8 Multi-Enterprise Role-Based Access Control (mRBAC) in manufacturing enterprises Taxon description This Research Priority is a necessity for encouraging more collaboration and trusted data sharing within enterprises supply network.

VISTRA | Virtual Simulation and Training of Assembly and Service Processes in Digital Factories

01-09-2011

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31-08-2014

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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 The first is covered under the term structural data and the latter under the term geometry data in Fig. 1. Result acronym Data Import, Filter and Mapping
 Standards Taxon title Standards
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Furthermore, new UI standards such as HTML5, next generation graphics rendering algorithms, and mobile apps for workers that use data-push mechanism to display KPIs and exception conditions should be developed

REEMAIN | Resource and Energy Efficient Manufacturing

01-10-2013

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30-09-2017

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Description We will link to existing Standards and eco-factory labeling concepts.
Comments Standards Standards and standardisation Continuous screening of affected standards to contribute at the end of the project to ongoing technical commitees.
 Standards Taxon title Standards
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Furthermore, new UI standards such as HTML5, next generation graphics rendering algorithms, and mobile apps for workers that use data-push mechanism to display KPIs and exception conditions should be developed

PROSECO | Collaborative Environment for Design of AmI enhanced Product-Services Integrating Highly Personalised Innovative Functions with Minimal Ecological Footprint along Life Cycle and of Their Production Processes

01-10-2013

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30-09-2017

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Comments Interoperability (ICT) Standards Standards and standardisation K TELECOMMUNICATION, COMPUTER PROGRAMMING, CONSULTING, COMPUTING INFRASTRUCTURE AND OTHER INFORMATION SERVICE ACTIVITIES Applications areas
 Data mining tool Result title Data mining tool Result acronym Data mining tool
 AmI Selection tool, monitoring services and Methodology Result description With this result the customer may collect raw data from the configured AmI systems/sensors, aggregate this data and use it in the scope of PES.
 Standards Taxon title Standards
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).

ADALAM | Sensor based adaptive laser micromachining using ultrashort pulse lasers for zero-failure manufacturing

01-01-2015

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30-06-2018

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Description process accurate.Within this project the goal is to develop an adaptive laser micromachining system, based on ultrashort pulsed laser ablation and a novel depth measurement sensor, together with advanced data
Comments Significant innovations and lessons learned, training aspects Standards Standards and standardisation Domain 1 - Advanced Manufacturing Processes Impact Workshop D1-Area 3: Laser-based
 Revision of the automatic point cloud analysis software for defect detection and evaluation with real data Result title Revision of the automatic point cloud analysis software for defect detection and evaluation with real data
 Standards Taxon title Standards
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).

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
 Standards Taxon title Standards
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Furthermore, new UI standards such as HTML5, next generation graphics rendering algorithms, and mobile apps for workers that use data-push mechanism to display KPIs and exception conditions should be developed

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 Interoperability (ICT) Knowledge-workers and operators Technologies and enablers Standards Standards and standardisation Domain 5 - Human-centred Manufacturing Impact Workshop D5-Area 1: Workplaces
 Data Management Plan Result title Data Management Plan Result description Data Management Plan
 Standards Taxon title Standards
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Furthermore, new UI standards such as HTML5, next generation graphics rendering algorithms, and mobile apps for workers that use data-push mechanism to display KPIs and exception conditions should be developed

ProRegio | Customer-driven design of product-services and production networks to adapt to regional market requirements

01-01-2015

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31-12-2017

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Comments Interoperability (ICT) Significant innovations and achievements Significant innovations and lessons learned, training aspects Standards Standards and standardisation Number of activities leading to
 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.
 Standards Taxon title Standards
 RP 6.10 Customer focused products quality assessment standards and tools Taxon description New standards can provide data and quality assurance which can be managed in supply networks providing high quality products.

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 and standardisation IEEE - Institute of Electrical and Electronics Engineers Standards according to SDOs Standards OPC-UA Standards and standardisation Standards according to SDOs Standards Added value
 D11.2a BEinCPPS External Collaboration Plan Standards Result title D11.2a BEinCPPS External Collaboration Plan Standards
 Lombardy Champion - Zero-Hours Quality Result description storage and computationally-intensive data analysis tasks.
 Standards Taxon title Standards
 IEEE 802.1 TSN Taxon description The standards define mechanisms for the time-sensitive transmission of data over Ethernet networks.

PERFoRM | Production harmonizEd Reconfiguration of Flexible Robots and Machinery

10-01-2015

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30-09-2018

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Comments - data platforms Technologies and enablers Data spaces Information and communication technologies System modelling - digital twins, simulation Technologies and enablers Engineering tools Standards Standards
 Selection of a data exchange format for industry 4.0 manufacturing systems Result title Selection of a data exchange format for industry 4.0 manufacturing systems
 Report on decentralized control & Distributed Manufacturing Operation Systems for Flexible and Reconfigurable production environments Result description This covers the communication between these tools, which is based on industrial as well as IT communication protocols along with the data representation standards used.
 Standards Taxon title Standards
 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.

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 Standards Standards and standardisation A complete review of related standards have been carried out.
 Report on the standardization landscape and applicable standards Result title Report on the standardization landscape and applicable standards
 Standards Taxon title Standards
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.

Factory2Fit | Empowering and participatory adaptation of factory automation to fit for workers

01-10-2016

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30-09-2019

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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
 Prima Power Pilot - Worker Feedback Dashboard - Empowering feedback on work well-being and achievements Result description A web-based solution is proposed for providing data-driven, personal feedback to factory operators.
 Standards Taxon title Standards
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Furthermore, new UI standards such as HTML5, next generation graphics rendering algorithms, and mobile apps for workers that use data-push mechanism to display KPIs and exception conditions should be developed

FAR-EDGE | Factory Automation Edge Computing Operating System Reference Implementation

01-10-2016

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31-10-2019

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Description ., poor situation awareness, limited deployments, no standards-based reference implementations) and the lack of a smooth migration path from legacy systems.
Comments application architectures and development tools ICT performance characteristics Interoperability (ICT) Standards Standards and standardisation AutomationML, SenseML, OPC UA We expect OPC UA to gain
 Participation and Contributions to Standards Bodies, Clusters and Associations - M35 release Result title Participation and Contributions to Standards Bodies, Clusters and Associations - M35 release
 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.
 Standards Taxon title Standards
 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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