TY - JOUR
T1 - A knowledge-based automated driving approach for flexible production of individualized sheet metal parts
AU - Hartmann, Christoph
AU - Opritescu, Daniel
AU - Volk, Wolfram
AU - Schmiedl, Felix
AU - Ritter, Michael
AU - Gritzmann, Peter
N1 - Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/5/23
Y1 - 2022/5/23
N2 - Driving is a highly flexible incremental sheet metal forming process. A special type of the process enables both local material stretching and, as an additional unique feature, local shrinking. Thereby, almost any component shape can be realized. Due to unavoidable tool and material variations during the process and the high number of forming steps, automation applying traditional approaches fails. This paper introduces a knowledge based automation concept, utilizing a database of manufacturing strategies for component geometries. Based on this information, new geometries can be produced by composition of appropriately transformed parts of the database. The conducted work is motivated by the trends of mass individualization and open architecture, which has a huge impact on production and manufacturing. Especially for sheet metal parts usually processed in high lot sizes, this presents a challenge. Incremental sheet metal forming processes provide suitable characteristics to target the issue of individualized shell component manufacturing. In this paper, for the first time, a highly flexible incremental sheet metal forming process, namely driving, is automated by a knowledge-based approach in a way that it meets both mass individualization and open architecture goals.
AB - Driving is a highly flexible incremental sheet metal forming process. A special type of the process enables both local material stretching and, as an additional unique feature, local shrinking. Thereby, almost any component shape can be realized. Due to unavoidable tool and material variations during the process and the high number of forming steps, automation applying traditional approaches fails. This paper introduces a knowledge based automation concept, utilizing a database of manufacturing strategies for component geometries. Based on this information, new geometries can be produced by composition of appropriately transformed parts of the database. The conducted work is motivated by the trends of mass individualization and open architecture, which has a huge impact on production and manufacturing. Especially for sheet metal parts usually processed in high lot sizes, this presents a challenge. Incremental sheet metal forming processes provide suitable characteristics to target the issue of individualized shell component manufacturing. In this paper, for the first time, a highly flexible incremental sheet metal forming process, namely driving, is automated by a knowledge-based approach in a way that it meets both mass individualization and open architecture goals.
KW - Computer integrated manufacturing
KW - Flexible manufacturing systems
KW - Image registration
KW - Sheet metal processing
UR - http://www.scopus.com/inward/record.url?scp=85126568271&partnerID=8YFLogxK
U2 - 10.1016/j.knosys.2022.108558
DO - 10.1016/j.knosys.2022.108558
M3 - Article
AN - SCOPUS:85126568271
SN - 0950-7051
VL - 244
JO - Knowledge-Based Systems
JF - Knowledge-Based Systems
M1 - 108558
ER -