Numerical Analysis and Optimization of Hemming Processes |
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Institution: | 1. The University of Sheffield, Mechanical Engineering Department, Sheffield, S1 3JD, United Kingdom;2. Tata Steel Europe, Rolling Finishing & Measurement Department, United Kingdom;1. Integrity of Materials and Structures, Steel Institute, RWTH Aachen Uniuversity, Intzestraße 1, 52072 Aachen, Germany;2. Engineering Materials, Department of Mechanical Engineering, Aalto Univerisity, Puumiehenkuja 3, 02150 Espoo, Finland |
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Abstract: | Prediction and minimization of hemming defects are critical to the final quality of automobile products. In this paper, finite element analysis (FEA) is employed to simulate flat surface-straight edge hemming operations. Numerical simulations are conducted on the most representative points selected using a computer experiment design method, which involves orthogonal Latin hypercube sampling and response model building. A novel approach of selecting combined parameters as input factors from engineering analysis is proposed. The response surface models (predictors) obtained can capture the fundamental mechanism of the hemming process. The optimization method is developed based on the predictors instead of on time-consuming FEA simulations. |
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