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COLLABS | A COmprehensive cyber-intelligence framework for resilient coLLABorative manufacturing Systems

01-01-2020

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31-12-2022

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Description Coupling Industrial Internet of Things (IIoT) with Big Data analytics and Artificial Intelligence (AI) in industrial automation context is what will make industrial systems intelligent, enabling them to
 An enclave assisted snapshot-based kernel integrity monitor Result description search engines listed on this page.Authors: Dimitris Deyannis, Dimitris Karnikis, Giorgos Vasiliadis, Sotiris IoannidisJournal title: Proceedings of the Third ACM International Workshop on Edge Systems, Analytics

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 To do so, knowlEdge proposes 6 major innovations in the areas of data management, data analytics and knowledge management: (i) A set of AI services that allow the usage of edge deployments as computational
 Initial Data Management and Data Quality modules Result title Initial Data Management and Data Quality modules
 Parmalat Scheduling Production Requests Result description The data has been originally collected by the knowlEdge Data Collection Platform and stored within the knowlEdge Historical Data Storage.
 Data Quality Assurance Result acronym Data Quality Assurance

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 Cloud Storage Result description “binary data storage” or “semantic data storage”.
 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.

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.

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 Connected IT and OT Autonomous Smart Factories Pathway The GUI open the interaction with data-driven digital twin to data entry and KPI analytics Autonomous /online/realtime Manufacturing Process
 Monitoring System HW and SW Result description New measurement equipment replacing the old system featuring OPC-UA data transfer
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description and data analytics tools will identify deviations between expected and actual results allowing early management of factory and production issues.

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 and Factories Domain 2: Adaptive and smart manufacturing systems Domain 3: Digital, virtual and resource-efficient factories FoF Partnership SRIA Research priorities RP 3.5 Multi-level simulation and analytics
 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.

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.

CREMA | Cloud-based Rapid Elastic MAnufacturing

01-01-2015

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31-12-2017

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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.

PREVIEW | PREdictiVe system to recommend Injection mold sEtup in Wireless sensor networks

01-01-2015

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31-12-2017

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Description the Data acquisition modules to collect the data from the in-mould cavity pressure and temperature sensors as well to collect data from the injection machine PLC; Thanks to the data acquisition modules
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Standards Standards and standardisation
 Integrated data acquistion system for Plastic Injection Moulding machines and moulds Result title Integrated data acquistion system for Plastic Injection Moulding machines and moulds Result description d) It enables to acquire the following data per cycle:  • Mould/cavity data: cavity pressure and temperature  • Machine data: screw position, machine pressure, cycle time &ensp
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 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.

ICP4Life | An Integrated Collaborative Platform for Managing the Product-Service Engineering Lifecycle

01-01-2015

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31-12-2018

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Description The same component will be used for managing product related data pertaining to the manufacturer, supplier and the customer.
Comments Data storage Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies There is one DATA STORAGE (SQL, NoSQL, Mongo....) for the services
  Automatic estimation of environmental impact for specific manufacturing processes and production activities (potential result) Result description Statistical analysis of energy demand / usage profiles, utilizing near real-time environmental impact data.
 Data analytics Taxon title Data analytics
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).

IMPROVE | Innovative Modeling Approaches for Production Systems to raise validatable efficiency

09-01-2015

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31-08-2018

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Description Operator interaction will be done by a new developed HMI (Human Machine Interface) providing the huge amount of data in a reliable manner.
Comments ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies
 A flexible architecture for data mining from heterogeneous data sources in automated production systems Result title A flexible architecture for data mining from heterogeneous data sources in automated production systems
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 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.

PERFoRM | Production harmonizEd Reconfiguration of Flexible Robots and Machinery

10-01-2015

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30-09-2018

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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 Digital manufacturing platforms
 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
 Specification of the generic interfaces for machinery, control systems and data backbone Result description AutomationML or ontologies, which can be extended to include particular functionalities, e.g. operational data.
 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.

ConnectedFactories | Industrial scenarios for connected factories

01-09-2016

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30-11-2019

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Comments processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies C MANUFACTURING Applications areas and sectors C25 Manufacture
 Key enablers and cross-cutting factors Result description data storage, simulation tools, high performance computing, big data technologies, artificial intelligence, etc… Cross-cutting aspects are described through a comprehensive set of structured
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 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.

ZAero | Zero-defect manufacturing of composite parts in the aerospace industry

01-10-2016

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30-09-2019

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Comments analytics Addressed processes Simulation Addressed processes Prediction - forecasting Addressed processes Data acquisition Technologies and enablers Data collection, storage, analytics, processing
 Data Management Plan Result title Data Management Plan Result description Plan describing the collection and use of data in the project and in particular how and which data will be made available to other researchers after the end of the project.
 Data analytics Taxon title Data analytics
 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

Z-BRE4K | Strategies and Predictive Maintenance models wrapped around physical systems for Zero-unexpected-Breakdowns and increased operating life of Factories

01-10-2017

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31-03-2021

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Comments Data collection, storage, analytics, processing and AI Technologies and enablers Information and communication technologies Z-BRE4K solution provides a big data analytics framework for the identification
 Data Management Plan (DMP) Result title Data Management Plan (DMP) Result description The plan will describe ways to manage all research data, and metadata, during and after the project duration; open data sets, means to access, license attached, updating, etc.
 Data analytics Taxon title Data analytics

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.

XMANAI | Explainable Manufacturing Artificial Intelligence

01-11-2020

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30-04-2024

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Description and models) management-sharing-security technologies to multiply the latent data value in a trusted manner, and targeted manufacturing apps to solve concrete manufacturing problems with high impact.'
Organisation SUITE5 DATA INTELLIGENCE SOLUTIONS LIMITED
 Ethics and Data Management Plan Result title Ethics and Data Management Plan
 Updated Requirements and AI/Graph Analytics focused MVP Result description This deliverable will update the requirements and will provide an MVP version that will focus on the AI and Graph Analytics parts of the platform following the initial work on those that will be performed

COALA | COgnitive Assisted agile manufacturing for a LAbor force supported by trustworthy Artificial Intelligence

01-10-2020

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30-09-2023

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Description We expect to reduce the failure cost in manufacturing by 30-60% with the prescriptive quality analytics feature and the assisted worker training.
 Supporting Data Analytics in Manufacturing with a Digital Assistant Result title Supporting Data Analytics in Manufacturing with a Digital Assistant
 Data-Driven Collaborative Human-AI Decision Making Result description ApostolouJournal title: Responsible AI and Analytics for an Ethical and Inclusive Digitized Society. I3E 2021.

BOOST 4.0 | Big Data Value Spaces for COmpetitiveness of European COnnected Smart FacTories 4.0

01-01-2018

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31-12-2020

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Description Provide the RAMI 4.0 and IDS based BOOST 4.0 open EU framework and governance model, for both services and data assets.
Organisation INTERNATIONAL DATA SPACES EV
 Big Data Models and Analytics Platform v1 Result title Big Data Models and Analytics Platform v1
 BOOST 4.0 Reference Architecture Specification v1 Result description Big data framework
 BOOST 4.0 Reference Architecture Specification v2 Result description Big data framework

EnerMan | ENERgy-efficient manufacturing system MANagement

01-01-2021

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30-04-2024

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Description It will create an Energy sustainability management framework collecting data from the factory and holistically process them to create dedicated energy sustainability metrics.
 Big Data Collection and Analytics platform and Analytics report Result title Big Data Collection and Analytics platform and Analytics report Result description This deliverable contains the Big Data Collection and Analytics platform and Analytics report for EnerMan

OPENZDM | Open Platform for Realising Zero Defects in Cyber-Physical Manufacturing

01-06-2022

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30-11-2025

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Description In addition several non-destructive inspection (NDI) methods and data-driven quality assessment techniques are considered for online defect identification and quality assessment, distributed at various
 D1.1 - Data management plan Result title D1.1 - Data management plan
 ZDMP Cluster Workshop Result description • Quick update of running ZDM projects around digital transformation (digital platforms, AI, data analytics, blockchain) and new ZDM projects around green transformation (zero waste, circularity)

CONVERGING | Social industrial collaborative environments integrating AI, Big Data and Robotics for smart manufacturing

01-09-2022

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31-08-2026

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Description Perceive: Identify and recognize processes/resources/environment and their status by introducing Big Data, Real Time Integration & Communication Architecture, Digital Twins and Human in the Loop techniques
 Smart collaborative solutions for hazardous area inspection - IAI Result description The robot sensors along with data analytics and decision-making algorithms will detect damages and recognize their type, location, and size.

KYKLOS 4.0 | An Advanced Circular and Agile Manufacturing Ecosystem based on rapid reconfigurable manufacturing process and individualized consumer preferences

01-01-2020

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31-12-2023

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 Empirical Analysis for Remaining Useful Life Estimation via Data-Driven Models Result title Empirical Analysis for Remaining Useful Life Estimation via Data-Driven Models
 D11.3 KYKLOS 4.0 Open Calls Analytics on submitted and selected projects public version Result description D113 KYKLOS 40 Open Calls Analytics on submitted and selected projects public version

DIGITbrain | Digital twins bringing agility and innovation to manufacturing SMEs, by empowering a network of DIHs with an integrated digital platform that enables Manufacturing as a Service (MaaS)

01-07-2020

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31-12-2023

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Description By having access to on-demand data, models, algorithms, and resources for industrial products (i.e. mechatronic systems supporting the production of other products), the DBP will enable their customisation
 Edge-Cloud Synergy: Unleashing the Potential of Parallel Processing for Big Data Analytics Result title Edge-Cloud Synergy: Unleashing the Potential of Parallel Processing for Big Data Analytics
 Reference Architecture for IoT Platforms towards Cloud Continuum based on Apache Kafka and Orchestration Methods Result description try the pre-formated search via the search engines listed on this page.Authors: Zoltán Farkas and Róbert LovasJournal title: Proceedings of the 7th International Conference on Internet of Things, Big Data

s-X-AIPI | self-X Artificial Intelligence for European Process Industry digital transformation

01-05-2022

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30-04-2025

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Description s-X-AIPI will be performed by an interdisciplinary consortium (AI integration and Big Data analytics, use case process understanding, modelling and digital platforms, research, industry, SME [4 companies
 Data management plan-initial version Result title Data management plan-initial version Result description and templates for an apprpriate description of the generated data sets

EPES | ECO-PROCESS ENGINEERING SYSTEM FOR COMPOSITION OF SERVICESTO OPTIMIZE PRODUCT LIFE-CYCLE

01-09-2011

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28-02-2015

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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 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 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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31-01-2018

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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.
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