Learning to predict metal deformations in hot-rolling processes

Hot-rolling is a metal forming process that produces a workpiece with a desired target cross-section from an input workpiece through a sequence of plastic deformations; each deformation is generated by a stand composed of opposing rolls with a specific geometry. In current practice, the rolling sequ...

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Veröffentlicht in:	arXiv.org 2020-07
Hauptverfasser:	R Omar Chavez-Garcia, Furger, Emian, Kronauer, Samuele, Brianza, Christian, Scarfò, Marco, Diviani, Luca, Giusti, Alessandro
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer simulation Cross-sections Deformation Finite element method Geometry Ground truth Hot rolling Metal forming Rolls Simulation Supervised learning Workpieces
Online-Zugang:	Volltext
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