EFFRA Innovation Portal

Integrated optical sensor for surface quality control

Project: InterQ

Updated at: 10-10-2023

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Description combined with Artificial Intelligence (AI) ones, different types of surface defects on machined parts: the tool has been designed to be quite versatile to be able to detect scratches, cracks, spots (like

Reasoning-Based Learning of Interpretable ML Models

Project: COALA

Updated at: 31-07-2023

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Description StuckeyJournal publisher: Thirtieth International Joint Conference on Artificial Intelligence (IJCAI)Published year: 2021Published pages: 4458-4465DOI identifier: 10.24963/ijcai.2021/608

On Explaining Random Forests with SAT

Project: COALA

Updated at: 31-07-2023

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Description IntelligenceJournal publisher: IJCAI-21Published year: 2021

"Moving from ""black box"" to ""glass box"" Artificial Intelligence in Manufacturing with XMANAI"

Project: XMANAI

Updated at: 31-07-2023

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Acronym XMANAI-824983
Title "Moving from ""black box"" to ""glass box"" Artificial Intelligence in Manufacturing with XMANAI"
Comments XMANAI
Project acronym XMANAI

Periodic Reporting for period 1 - AI-PROFICIENT (Artificial Intelligence for improved PROduction efFICIEncy, quality and...

Project: AI-PROFICIENT

Updated at: 31-07-2023

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Acronym AI-PROFICIENT-924874
Title Periodic Reporting for period 1 - AI-PROFICIENT (Artificial Intelligence for improved PROduction efFICIEncy, quality and maiNTenance)
Comments AI-PROFICIENT
Project acronym AI-PROFICIENT

Periodic Reporting for period 1 - MAS4AI (Multi-Agent Systems for Pervasive Artificial Intelligence for assisting Humans...

Project: MAS4AI

Updated at: 31-07-2023

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Acronym MAS4AI-928466
Title Periodic Reporting for period 1 - MAS4AI (Multi-Agent Systems for Pervasive Artificial Intelligence for assisting Humans in Modular Production Environments)
Description The project has identified three main AI solutions that are relevant for addressing a wide spectrum of applications in manufacturing a) Problem solving using optimization (e.g. based on search), b) Knowledge-based
Comments MAS4AI
Project acronym MAS4AI

Human robot collaborative processing of Additive Manufactured produced parts - PRIMA

Project: CONVERGING

Updated at: 28-07-2023

Disassembly of multivariant and hazardous workpieces - Battery disassembly production pilot case

Project: SMARTHANDLE

Updated at: 26-07-2023

Variform large part packaging - Metal production pilot case

Project: SMARTHANDLE

Updated at: 26-07-2023

Delicate and deformable part handling and inline logistics - Consumer goods production pilot case

Project: SMARTHANDLE

Updated at: 26-07-2023

Aeronautics production of large composite wings

Project: MASTERLY

Updated at: 26-07-2023

Electrical cabinets for elevators control

Project: MASTERLY

Updated at: 26-07-2023

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Description A smart modular gripper with integrated AI decision-making adapts its shape automatically, and AI-based vision algorithms facilitate the detection of relevant parts.

Sportswear warehouse logistics and packaging

Project: MASTERLY

Updated at: 26-07-2023

Logistic sector: Order preparation in logistics

Project: HARTU

Updated at: 26-07-2023

Hand tools sector: Fixtureless assembly in hand tool manufacturing sector

Project: HARTU

Updated at: 26-07-2023

Food sector: Packaging operations in food sector

Project: HARTU

Updated at: 26-07-2023

Consumer goods sector: Handling capabilities as enabler of mass customization in the consumer goods sector

Project: HARTU

Updated at: 26-07-2023

Automotive sector: Kitting, assembly and part delivery in the automotive sector

Project: HARTU

Updated at: 26-07-2023

Automation of products' sorting and distribution for olives provider

Project: ONE4ALL

Updated at: 26-07-2023

Highly customised taps for application in aero and windmill manufacturing

Project: MODUL4R

Updated at: 26-07-2023

Specialised mould manufacturing for the automotive sector

Project: MODUL4R

Updated at: 26-07-2023

Flexible and modular CPPS for automatised assembly of printed circuit boards (PCBs)

Project: MODUL4R

Updated at: 26-07-2023

self-X Artificial Intelligence for Asphalt Use Case

Project: s-X-AIPI

Updated at: 25-07-2023

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Title self-X Artificial Intelligence for Asphalt Use Case
Description To improve the efficiency of the whole value chain, AI apps will be used in predictive diagnosis of equipment efficiency to infer energy savings in production plant and maintenance optimization.

self-X Artificial Intelligence for Steel Use Case

Project: s-X-AIPI

Updated at: 25-07-2023

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Title self-X Artificial Intelligence for Steel Use Case
Description Within the s-X-AIPI project, Sidenor will work together with VDEh-Betriebsforschungsinstitut GmbH and Mondragón Sistemas de Información (MSI) Grupo toward the major goal of achieving AI solutions

self-X Artificial Intelligence for Pharma Use Case

Project: s-X-AIPI

Updated at: 25-07-2023

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Title self-X Artificial Intelligence for Pharma Use Case

Petrol-Chemical Pilot: Hybrid Circular Twins for Process Industry

Project: Circular TwAIn

Updated at: 25-07-2023

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Description This pilot focuses on reducing the CO2 emissions and energy consumption that derive from the production of Ethylene Oxide and Ethylene Glycol by applying artificial intelligence and machine learning algorithms

De- and Re- manufacturing of consumer WEEE

Project: Circular TwAIn

Updated at: 25-07-2023

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Description Circular TwAIn framework and AI modules will help overcome limitations in the de-manufacturing processes, by enabling the automation of the disassembly of IT products and assisting in the decision

Results, demos etc. overview

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Integrated optical sensor for surface quality control

Reasoning-Based Learning of Interpretable ML Models

On Explaining Random Forests with SAT

"Moving from ""black box"" to ""glass box"" Artificial Intelligence in Manufacturing with XMANAI"

Periodic Reporting for period 1 - AI-PROFICIENT (Artificial Intelligence for improved PROduction efFICIEncy, quality and...

Periodic Reporting for period 1 - MAS4AI (Multi-Agent Systems for Pervasive Artificial Intelligence for assisting Humans...

Human robot collaborative processing of Additive Manufactured produced parts - PRIMA

Disassembly of multivariant and hazardous workpieces - Battery disassembly production pilot case

Variform large part packaging - Metal production pilot case

Delicate and deformable part handling and inline logistics - Consumer goods production pilot case

Aeronautics production of large composite wings

Electrical cabinets for elevators control

Sportswear warehouse logistics and packaging

Logistic sector: Order preparation in logistics

Hand tools sector: Fixtureless assembly in hand tool manufacturing sector

Food sector: Packaging operations in food sector

Consumer goods sector: Handling capabilities as enabler of mass customization in the consumer goods sector

Automotive sector: Kitting, assembly and part delivery in the automotive sector

Automation of products' sorting and distribution for olives provider

Highly customised taps for application in aero and windmill manufacturing

Specialised mould manufacturing for the automotive sector

Flexible and modular CPPS for automatised assembly of printed circuit boards (PCBs)

self-X Artificial Intelligence for Asphalt Use Case

self-X Artificial Intelligence for Steel Use Case

self-X Artificial Intelligence for Pharma Use Case

Petrol-Chemical Pilot: Hybrid Circular Twins for Process Industry

De- and Re- manufacturing of consumer WEEE

De- and Re-manufacturing of Li-Ion battery packs in e- mobility

Perovskite solar modules (Sheet-to-Sheet), PV manufacturing line

High efficiency CIGS solar modules (Sheet-to- Sheet), PV manufacturing line