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Steffen Ihlenfeldt

2 papers indexed

crossrefMachine Learning and Knowledge Extraction2024-04-25Cited by 6

Concept Paper for a Digital Expert: Systematic Derivation of (Causal) Bayesian Networks Based on Ontologies for Knowledge-Based Production Steps

Manja Mai-Ly Pfaff-Kastner, Ken Wenzel, Steffen Ihlenfeldt

Despite increasing digitalization and automation, complex production processes often require human judgment/decision-making adaptability. Humans can abstract and transfer knowledge to new situations. People in production are an irreplaceable resource. This paper presents a new co…

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crossrefJournal of Manufacturing and Materials Processing2024-01-01Cited by 7

Quality Prediction and Classification of Process Parameterization for Multi-Material Jetting by Means of Computer Vision and Machine Learning

Armin Reckert, Valentin Lang, Steven Weingarten, Robert Johne, Jan-Hendrik Klein, Steffen Ihlenfeldt

Multi-Material Jetting (MMJ) is an additive manufacturing process empowering the printing of ceramics and hard metals with the highest precision. Given great advantages, it also poses challenges in ensuring the repeatability of part quality due to an inherent broader choice of bu…

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