scispace - formally typeset
C

Christoph Kenel

Researcher at Northwestern University

Publications -  51
Citations -  1761

Christoph Kenel is an academic researcher from Northwestern University. The author has contributed to research in topics: Sintering & Microstructure. The author has an hindex of 18, co-authored 44 publications receiving 993 citations. Previous affiliations of Christoph Kenel include Swiss Federal Laboratories for Materials Science and Technology & ETH Zurich.

Papers
More filters
Journal ArticleDOI

Acoustic emission for in situ quality monitoring in additive manufacturing using spectral convolutional neural networks

TL;DR: In this paper, the authors investigated the feasibility of using acoustic emission for quality monitoring and combined a sensitive acoustic emission sensor with machine learning, where the acoustic signals were recorded using a fiber Bragg grating sensor during the powder bed additive manufacturing process in a commercially available selective laser melting machine.
Journal ArticleDOI

3D Laser Shock Peening – A new method for the 3D control of residual stresses in Selective Laser Melting

TL;DR: In this article, a hybrid additive manufacturing process based on the integration of Laser Shock Peening (LSP) with selective laser melting (SLM) is described. But the authors do not consider the effect of residual stresses in the as-built (AB) state of SLM parts in the subsurface region.
Journal ArticleDOI

Deep Learning for In Situ and Real-Time Quality Monitoring in Additive Manufacturing Using Acoustic Emission

TL;DR: This paper is a supplement to existing studies in this field and proposes a unique combination of highly sensitive acoustic sensor and machine learning for process monitoring of AM processes since it requires minimum modifications of commercially available industrial machines.