Buch, Englisch, 127 Seiten, Paperback, Format (B × H): 170 mm x 240 mm, Gewicht: 239 g
Reihe: Ingenieurwissenschaften
Buch, Englisch, 127 Seiten, Paperback, Format (B × H): 170 mm x 240 mm, Gewicht: 239 g
Reihe: Ingenieurwissenschaften
ISBN: 978-3-8439-5558-4
Verlag: Dr. Hut
The ongoing development in additive manufacturing opens up new possibilities for the creation of electronics with distinctive design freedom. The present work focuses on optimizing the high-frequency properties of additively manufactured electronic components by examining the effects of various manufacturing strategies on the microstructure and the resulting high-frequency properties. As this is a highly dynamic problem on the microsecond and micrometer scale, computational fluid dynamics simulations was used to develop a block-based printing strategy. The results reveal that the new printing strategy significantly improves high-frequency properties through a smoother microstructure. Applying machine learning to the simulation results provides deep insights into the high-dimensional parameter space, which can be reduced to a fraction of the computing time using active learning methods.