EFFRA Innovation Portal

Analytics toolbox specifications

Updated at: 29-04-2024

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Title Analytics toolbox specifications
Description CSEM will assure that in the analytics toolbox the needs for the use cases are addressed and will also be in charge of the specifications related and interfaces to the Manuela Dashboard.

Safety-critical Sandbox (Beta)

Project: SCOTT

Updated at: 29-04-2024

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Description Implementation and evaluation of formal model using model checker/big data analytics techniques – M24

Model Adaptation and Personalization for Physiological Stress Detection

Project: SCOTT

Updated at: 29-04-2024

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Description Science and Advanced Analytics (DSAA)Journal publisher: IEEEPublished year: 2018Published pages: 209-216DOI identifier: 10.1109/dsaa.2018.00031ISBN:978-1-5386-5090-5

Safety-critical Sandbox Specification

Project: SCOTT

Updated at: 29-04-2024

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Description Initial specifications for formal verification and model checker/big data analytics techniques – M16

Data Analytics

Project: NIMBLE

Updated at: 29-04-2024

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Title Data Analytics

Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version

Project: STAR

Updated at: 29-04-2024

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Title Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version
Description Prototype implementation of the decentralized data reliability infrastructure of task T31 Initial version

Big Data Models and Analytics Platform v1

Project: BOOST 4.0

Updated at: 29-04-2024

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Title Big Data Models and Analytics Platform v1

A Digital Twin for Intra-Logistics Process Planning for the Automotive Sector Supported by Big Data Analytics

Project: BOOST 4.0

Updated at: 29-04-2024

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Title A Digital Twin for Intra-Logistics Process Planning for the Automotive Sector Supported by Big Data Analytics

Big Data Models and Analytics Platform v2

Project: BOOST 4.0

Updated at: 29-04-2024

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Title Big Data Models and Analytics Platform v2

Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics

Project: Z-Fact0r

Updated at: 29-04-2024

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Title Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics

Specification of Data Assets and Services

Project: PROPHESY

Updated at: 29-04-2024

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Title Specification of Data Assets and Services
Description Detailed specifications of data collection and analytics components, including PROPHESY-ML and techniques for data sharing and interoperability.

Integrated PROPHESY-ML toolkit v1

Project: PROPHESY

Updated at: 29-04-2024

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Description The integrated PROPHESY-ML framework, including data collection mechanisms and data analytics algorithms.

Integrated PROPHESY-ML toolkit v2

Project: PROPHESY

Updated at: 29-04-2024

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Description The integrated PROPHESY-ML framework, including data collection mechanisms and data analytics algorithms.

Data analytics in connected lighting systems – a case study

Project: Repro-light

Updated at: 29-04-2024

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Title Data analytics in connected lighting systems – a case study

Fallstudie Zeigt: Lichtmanagement Lohnt Sich - Data Analytics

Project: Repro-light

Updated at: 29-04-2024

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Title Fallstudie Zeigt: Lichtmanagement Lohnt Sich - Data Analytics

Supporting Data Analytics in Manufacturing with a Digital Assistant

Project: COALA

Updated at: 31-03-2024

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Title Supporting Data Analytics in Manufacturing with a Digital Assistant

Data analytics in quality 4.0: literature review and future research directions

Project: COALA

Updated at: 31-03-2024

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Title Data analytics in quality 4.0: literature review and future research directions

Predictive Maintenance

Project: Machining 4.0

Updated at: 28-03-2024

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Description The application of analytics techniques to this massively growing data flow can generate substantial benefits as valuable information can be quickly extracted and used to achieve in-depth understanding

Cloud-based data management system - Public Version

Project: iWAYS

Updated at: 26-03-2024

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Title Cloud-based data management system - Public Version
Description to ensure the security, sanity and reliability of the acquired data-Data analytics for the optimum operation (Artificial Intelligence) of the water loops-Data integration and curation models to prepare

Big Data Collection and Analytics platform and Analytics report

Project: EnerMan

Updated at: 28-02-2024

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Title Big Data Collection and Analytics platform and Analytics report
Description This deliverable contains the Big Data Collection and Analytics platform and Analytics report for EnerMan

Visual Analytic Tool

Project: COMPOSITION

Updated at: 09-02-2024

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Description The VA feeds the COMPOSITION Decision Support System with analytics results.

Customizable CIGS flexible solar foil (Roll-to- Roll), PV manufacturing line

Project: Platform-ZERO

Updated at: 09-02-2024

Smart coatings for PV applications, PV manufacturing line

Project: Platform-ZERO

Updated at: 09-02-2024

Predictive Maintenance demonstrator in lot-size-1 manufacturing furniture domain

Project: EFPF (European Factory Platform)

Updated at: 01-02-2024

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Description The Analytics component monitors these data and builds up a machine learning model.

Pilot - WHR Dryer Factory Holistic Quality Platform

Project: QU4LITY

Updated at: 01-02-2024

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Description These performance indicators may be evaluated by analysing and computing measured data from the materials forming this function, the process realizing the function or even by the directly measured data

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

Pilot - PRIMA Additive Manufacturing Pilot Adaptive Control Technology

Project: QU4LITY

Updated at: 01-02-2024

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Description Traditional solutions and new concepts of machines will be considered to test new edge devices for process control, towards a ZDM result, and to work on data management and analytics to implement the whole

Pilot - PHILIPS OneBlade shaving unit production line

Project: QU4LITY

Updated at: 01-02-2024

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Description influence on the dimensional CTQ that is under observation increases OEE A and P by helping the operator to take correct process adjustment decisions, reduces Fall Off Rate (FOR) by learning from unknown data

Pilot - KOL’s Real-time injection moulding process monitoring-control

Project: QU4LITY

Updated at: 01-02-2024

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Description Based on the collected data and by applying control loops, advanced analytics and artificial intelligence methods we will better understand the moulding process and will be able to detect anomalies and

Pilot - Danobat Digital Machine for zero-defects at high precision cutting/grinding

Project: QU4LITY

Updated at: 01-02-2024

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Description Machine condition monitoring and data analytics are the foundation of Danobat and Ideko ́s approach for ZDM at machining level.

Results, demos etc. overview

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Analytics toolbox specifications

Safety-critical Sandbox (Beta)

Model Adaptation and Personalization for Physiological Stress Detection

Safety-critical Sandbox Specification

Data Analytics

Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version

Big Data Models and Analytics Platform v1

A Digital Twin for Intra-Logistics Process Planning for the Automotive Sector Supported by Big Data Analytics

Big Data Models and Analytics Platform v2

Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics

Specification of Data Assets and Services

Integrated PROPHESY-ML toolkit v1

Integrated PROPHESY-ML toolkit v2

Data analytics in connected lighting systems – a case study

Fallstudie Zeigt: Lichtmanagement Lohnt Sich - Data Analytics

Supporting Data Analytics in Manufacturing with a Digital Assistant

Data analytics in quality 4.0: literature review and future research directions

Predictive Maintenance

Cloud-based data management system - Public Version

Big Data Collection and Analytics platform and Analytics report

Visual Analytic Tool

Customizable CIGS flexible solar foil (Roll-to- Roll), PV manufacturing line

Smart coatings for PV applications, PV manufacturing line

Predictive Maintenance demonstrator in lot-size-1 manufacturing furniture domain

Pilot - WHR Dryer Factory Holistic Quality Platform

Pilot - SIEMENS SIMATIC Products Quality Improvements

Pilot - PRIMA Additive Manufacturing Pilot Adaptive Control Technology

Pilot - PHILIPS OneBlade shaving unit production line

Pilot - KOL’s Real-time injection moulding process monitoring-control

Pilot - Danobat Digital Machine for zero-defects at high precision cutting/grinding