EFFRA Innovation Portal

D5.1 Big data mining and analytics tools I

Updated at: 07-02-2024

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Title D5.1 Big data mining and analytics tools I
Description A platform that provides a set of mechanisms for real-time data collection, processing, and analysis.

Pilot - SIEMENS SIMATIC Products Quality Improvements

Project: QU4LITY

Updated at: 01-02-2024

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Description Data from control loops throughout the manufacturing lines are to be collected and analysed via data mining and machine learning techniques, allowing to systematically identifying faulty products and the

OPTIMAL platform

Project: OPTIMAL

Updated at: 30-01-2024

Food sector: Packaging operations in food sector

Project: HARTU

Updated at: 26-07-2023

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Description Currently, all the products arrive directly to the processing area from the field in different size boxes and bins where it has just been harvested.

Automation of products' sorting and distribution for olives provider

Project: ONE4ALL

Updated at: 26-07-2023

Idss For Predictive Quality Assurance

Project: AI REGIO

Updated at: 17-07-2023

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Acronym AI REGIO Exp16
Description Advanced technology enabled quality control can be applied in various industries by leveraging e.g. big data analytics and smart sensors and, of course, AI.
Comments AI REGIO Italy Pordenone
Project acronym AI REGIO

Water leakage detection

Project: AI REGIO

Updated at: 04-07-2023

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Acronym AI REGIO Exp15
Description AI has been used to detect and monitor water consumption. The remote sensing data can be used to detect wet zones. There exist many methods for soil moisture detection.
Comments AI REGIO Slovenia Maribor
Project acronym AI REGIO

AI-enhanced control strategy for production environment

Project: AI REGIO

Updated at: 04-07-2023

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Acronym AI REGIO Exp13
Title AI-enhanced control strategy for production environment
Description Processing information is extremely time-consuming, and not all the SMEs are interested in spending personnel efforts in elaborating data and interpreting them.
Comments AI REGIO Italy Bologna
Project acronym AI REGIO

Automatic Capability Matchmaking For Re-Configurable Robotics Platform

Project: AI REGIO

Updated at: 04-07-2023

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Acronym AI REGIO Exp11
Description The experiment, “Automatic Capability Matchmaking for Reconfigurable Robotics Platform”, has been performed by Tampere University and involved the development of an AI-based system to support
Comments AI REGIO Finland Tampere
Project acronym AI REGIO

Natural Language Processing for Troubleshooting

Project: AI REGIO

Updated at: 04-07-2023

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Acronym AI REGIO Exp02
Title Natural Language Processing for Troubleshooting
Description responsible to handle the interactions with the operator, the elaboration subsystem processes the operator’s inputs to find the most probable failure and the knowledge subsystem represents the available data
Comments AI REGIO Italy Bergamo
Project acronym AI REGIO

Intelligent Computer Vision for Digital Twin and Reinforcement Learning for Assembly Line Balancing

Project: AI REGIO

Updated at: 04-07-2023

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Acronym AI REGIO Exp12
Description AI Reinforcement Learning has been used to assign the production resources to the tasks.
Comments AI REGIO Portugal Porto
Project acronym AI REGIO

Cloud-based HPC processing for knowledge generation in camshaft manufacture

Project: Fortissimo 2

Updated at: 03-10-2022

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Title Cloud-based HPC processing for knowledge generation in camshaft manufacture
Description Reducing the processing time for data analysis allows a higher knowledge and control of the quality of the production process and of its needs, such as maintenance requirements.

Lombardy Champion - Zero-Hours Quality

Project: BEinCPPS

Updated at: 29-09-2022

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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

SAFIRE ONA pilot: Adaptive Machining

Project: SAFIRE

Updated at: 04-06-2021

Integrated Artificial Intelligence

Project: FA3D2 FLEXCELLE

Updated at: 25-05-2021

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Description Any complex manufacturing system generates large amounts of data, and this data is often underutilised and little value is generated.

Virtual commissioning

Project: FA3D2 FLEXCELLE

Updated at: 25-05-2021

Metrology-integrated Robotics

Project: FA3D VIEWS

Updated at: 25-05-2021

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Description Data from these metrology readings is directly integrated with the robotic controllers to adjust the positioning of parts to bring them back into tolerance, and hold them in place while fasteners are inserted

20 proof-of-concepts of digitalised manufacturing

Project: RebootIoTFactory

Updated at: 11-05-2021

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Description Legislation brings understanding on what conditions data privacy legislation (such as the GDPR & the Act on the Protection of Privacy in Working Life) sets for personal data gathering and processing

SAFIRE Electrolux pilot: Cloud-driven product optimization

Project: SAFIRE

Updated at: 22-03-2021

SAFIRE OAS pilot: Optimisation of production processes and preventive maintenance activities

Project: SAFIRE

Updated at: 22-03-2021

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Description manufacturing case study is to demonstrate the use of the SAFIRE solution to optimize production processes and preventive maintenance activities through reconfiguration of such processes based on big-data

D2.11 Reference Architecture and Blueprints (Version 1)

Project: QU4LITY

Updated at: 28-07-2020

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Description from there, blueprints may be derived, providing concrete implementations, together with the other outcomes (e.g. a well-documented set of open standards, communication protocols, digital technologies, data

European Commission. POLICY AND INVESTMENT RECOMMENDATIONS FOR TRUSTWORTHY AI, HLG on Artifical Intelligence (2019)

Updated at: 27-11-2019

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Title POLICY AND INVESTMENT RECOMMENDATIONS FOR TRUSTWORTHY AI, HLG on Artifical Intelligence (2019)
Description This documents contain experts recommendation how the EU should implement an AI strategy, focusing on the concept of “Trustworthy AI”.

Results, demos etc. overview

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D5.1 Big data mining and analytics tools I

Pilot - SIEMENS SIMATIC Products Quality Improvements

OPTIMAL platform

Food sector: Packaging operations in food sector

Automation of products' sorting and distribution for olives provider

Idss For Predictive Quality Assurance

Water leakage detection

AI-enhanced control strategy for production environment

Automatic Capability Matchmaking For Re-Configurable Robotics Platform

Natural Language Processing for Troubleshooting

Intelligent Computer Vision for Digital Twin and Reinforcement Learning for Assembly Line Balancing

Cloud-based HPC processing for knowledge generation in camshaft manufacture

Lombardy Champion - Zero-Hours Quality

SAFIRE ONA pilot: Adaptive Machining

Integrated Artificial Intelligence

Virtual commissioning

Metrology-integrated Robotics

20 proof-of-concepts of digitalised manufacturing

SAFIRE Electrolux pilot: Cloud-driven product optimization

SAFIRE OAS pilot: Optimisation of production processes and preventive maintenance activities

D2.11 Reference Architecture and Blueprints (Version 1)

European Commission. POLICY AND INVESTMENT RECOMMENDATIONS FOR TRUSTWORTHY AI, HLG on Artifical Intelligence (2019)

An algorithm to identifying the root cause of a fault

Local Monitoring and Control System

Fleet Management Platform for Machine Tools