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Reinforcement Learning As an Alternative for Parameter Prediction In Design for Sheet Bulk Metal Forming

Conference on Computability in Europe, 2022
This contribution presents an approach and a case study to compare Reinforcement Learning (RL) and Genetic Algorithms (GA) for parameter prediction in Sheet Bulk Metal Forming (SBMF).
Fabian Dworschak   +3 more
semanticscholar   +1 more source

A new test for determining the mechanical and fracture behavior of materials in sheet-bulk metal forming

Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, 2017
Paulo Martins, Luis Alves
exaly   +2 more sources

Sheet-bulk metal forming

M B Silva, P A F Martins
exaly   +2 more sources

Machines and Tools for Sheet-Bulk Metal Forming

Key Engineering Materials, 2011
The demand on closely-tolerated and complex functional components in the automotive sector, like e.g. synchronizer rings, leads to the development of a new process-class named “sheet-bulk metal forming”. Within this technology bulk metal forming operations are applied on sheet metals. In the following two novel approaches considering machines and tools
Marion Merklein   +6 more
openaire   +1 more source

Measuring Systems for Sheet-Bulk Metal Forming

Key Engineering Materials, 2015
In order to fulfil today’s demands on fast, efficient and sustainable production processes the sheet-bulk metal forming is being developed as a new forming technology within the scope of the SFB/Transregio 73. Characteristically for the sheet bulk metal forming is a three dimensional material flow, which allows for extensive freedom in the design ...
Andreas Loderer   +6 more
openaire   +1 more source

Failure by fracture in sheet–bulk metal forming

The Journal of Strain Analysis for Engineering Design, 2016
This article investigates the possibility of failure by crack-opening mode III (out-of-plane shearing) in sheet–bulk metal forming processes. The investigation makes use of experimentally and theoretically determined fracture-forming limits of aluminium AA1050-H111 sheets with 1 mm thickness, experimental tests in incremental ploughing with a roll ...
Kerim Isik   +4 more
openaire   +1 more source

Sheet-Bulk Metal Forming of Preformed Sheet Metal Parts

Key Engineering Materials, 2011
Due to ecological and economic challenges there is a rising demand on closely-tolerated complex functional components. Regarding short process chains and improved mechanical properties conventional forming processes are often limited. A promising approach to meet these requirements can be seen in the combination of traditional sheet and bulk metal ...
Thomas Schneider, Marion Merklein
openaire   +1 more source

Process-Machine Interaction in Sheet-Bulk Metal Forming

Key Engineering Materials, 2012
The present contribution deals with the process-machine interaction and its impacts on the workpiece quality by forming parts with sheet-bulk metal forming. It focuses on the manufacturing of complex asymmetrical parts with functional elements. The functional applications of these elements such as fixation, motion and load transmission require ...
Bernd-Arno Behrens   +2 more
openaire   +1 more source

Fatigue Behavior of Sheet-Bulk Metal Formed Components

2020
Functional components manufactured by sheet-bulk metal forming will commonly be exposed to cyclic loading during operation. Due to the cold forming during sheet-bulk metal forming, work-hardening occurs and ductile damage is induced in the form of voids in the microstructure. To predict the influence of specific processing parameters on the components’
Hans-Bernward Besserer   +2 more
openaire   +1 more source

Sheet-Bulk Metal Forming of Symmetric and Asymmetric Parts

Advanced Materials Research, 2013
The unique process of sheet-bulk metal forming (SBMF) represents a combination of sheet and bulk metal forming by inducing a three-dimensional material flow in sheet metals in a single forming stage. Within this paper two different applications of sheet-bulk metal forming are demonstrated.
Valerian Salfeld   +4 more
openaire   +1 more source

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