EFFRA Innovation Portal

Machine Learning-enabled feedback loops for metal powder bed fusion additive manufacturing

Project: MANUELA

Updated at: 29-04-2024

Show more information

Material testing (2)

Project: MANUELA

Updated at: 29-04-2024

Show more information

Pilot line specifications

Project: MANUELA

Updated at: 29-04-2024

Show more information

Automatised quality assessment in additive layer manufacturing using layer-by-layer surface measurements and deep learni...

Project: MANUELA

Updated at: 29-04-2024

Show more information

In-situ detection of redeposited spatter and its influence on the formation of internal flaws in laser powder bed fusion

Project: MANUELA

Updated at: 29-04-2024

Show more information

A study on the microstructure and mechanical properties of the Ti-6Al-2Sn-4Zr-6Mo alloy produced via Laser Powder Bed Fu...

Project: MANUELA

Updated at: 29-04-2024

Show more information

Material testing (1)

Project: MANUELA

Updated at: 29-04-2024

Show more information

Surface chemical analysis of spatter particles generated in laser powder bed fusion of Hastelloy X in process atmosphere...

Project: MANUELA

Updated at: 29-04-2024

Show more information

Optimised microstructure for LPBF and EBM processes

Project: MANUELA

Updated at: 29-04-2024

Show more information

Information management and process interoperability

Project: MANUELA

Updated at: 29-04-2024

Show more information

Predicting the porosity in selective laser melting parts using hybrid regression convolutional neural network

Project: MANUELA

Updated at: 29-04-2024

Show more information

Electron-Optical In Situ Imaging for the Assessment of Accuracy in Electron Beam Powder Bed Fusion

Project: MANUELA

Updated at: 29-04-2024

Show more information

Laser-based Powder Bed Fusion of dispersion strengthened CoCrNi by ex-situ addition of TiN

Project: MANUELA

Updated at: 29-04-2024

Show more information

Pilot line validated (2)

Project: MANUELA

Updated at: 29-04-2024

Show more information

Post AM specifications

Project: MANUELA

Updated at: 29-04-2024

Show more information

Optimizing the parameters of long short-term memory networks using the bees algorithm

Project: MANUELA

Updated at: 29-04-2024

Show more information

Consortium exploitations and operational plans

Project: MANUELA

Updated at: 29-04-2024

Show more information

Automated post-processing supply chain for AM

Project: MANUELA

Updated at: 29-04-2024

Show more information

The effect of powder reuse on the surface chemical composition of the Scalmalloy powder in Powder Bed Fusion – Laser B...

Project: MANUELA

Updated at: 29-04-2024

Show more information

Corrosion behaviour of additively manufactured 316L and CoCrNi

Project: MANUELA

Updated at: 29-04-2024

Show more information

Analytics toolbox specifications

Project: MANUELA

Updated at: 29-04-2024

Show more information

Periodic Reporting for period 3 - MANUELA (Additive Manufacturing using Metal Pilot Line)

Project: MANUELA

Updated at: 29-04-2024

Show more information

Project handbook

Project: MANUELA

Updated at: 29-04-2024

Show more information

Online monitoring systems calbrated and tested

Project: MANUELA

Updated at: 29-04-2024

Show more information

Project print media, brochure, leaflets available

Project: MANUELA

Updated at: 29-04-2024

Show more information

Effect of layer thickness on spatters oxidation of Hastelloy X alloy during powder bed fusion-laser beam processing

Project: MANUELA

Updated at: 29-04-2024

Show more information

Increasing productivity of laser powder bed fusion manufactured Hastelloy X through modification of process parameters

Project: MANUELA

Updated at: 29-04-2024

Show more information

A neural network for identification and classification of systematic internal flaws in laser powder bed fusion

Project: MANUELA

Updated at: 29-04-2024

Show more information

Post processing and surface finishing qualification protocol

Project: MANUELA

Updated at: 29-04-2024

Show more information

Material properties databases utilizing tailored

Project: MANUELA

Updated at: 29-04-2024

Show more information

Resources

Selected filters:

Machine Learning-enabled feedback loops for metal powder bed fusion additive manufacturing

Material testing (2)

Pilot line specifications

Automatised quality assessment in additive layer manufacturing using layer-by-layer surface measurements and deep learni...

In-situ detection of redeposited spatter and its influence on the formation of internal flaws in laser powder bed fusion

A study on the microstructure and mechanical properties of the Ti-6Al-2Sn-4Zr-6Mo alloy produced via Laser Powder Bed Fu...

Material testing (1)

Surface chemical analysis of spatter particles generated in laser powder bed fusion of Hastelloy X in process atmosphere...

Optimised microstructure for LPBF and EBM processes

Information management and process interoperability

Predicting the porosity in selective laser melting parts using hybrid regression convolutional neural network

Electron-Optical In Situ Imaging for the Assessment of Accuracy in Electron Beam Powder Bed Fusion

Laser-based Powder Bed Fusion of dispersion strengthened CoCrNi by ex-situ addition of TiN

Pilot line validated (2)

Post AM specifications

Optimizing the parameters of long short-term memory networks using the bees algorithm

Consortium exploitations and operational plans

Automated post-processing supply chain for AM

The effect of powder reuse on the surface chemical composition of the Scalmalloy powder in Powder Bed Fusion – Laser B...

Corrosion behaviour of additively manufactured 316L and CoCrNi

Analytics toolbox specifications

Periodic Reporting for period 3 - MANUELA (Additive Manufacturing using Metal Pilot Line)

Project handbook

Online monitoring systems calbrated and tested

Project print media, brochure, leaflets available

Effect of layer thickness on spatters oxidation of Hastelloy X alloy during powder bed fusion-laser beam processing

Increasing productivity of laser powder bed fusion manufactured Hastelloy X through modification of process parameters

A neural network for identification and classification of systematic internal flaws in laser powder bed fusion

Post processing and surface finishing qualification protocol

Material properties databases utilizing tailored