Application of Neural Network in Sheet Metal Bending Process.
IR@AMPRI: CSIR-Advanced Materials and Processes Research Institute, Bhopal
View Archive Info| Field | Value | |
| Title |
Application of Neural Network in Sheet Metal Bending Process.
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| Creator |
K.K., Pathak
S., Panthi N. , Ramakrishnan |
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| Subject |
Environmental Studies/Chemistry
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| Description |
The sheet metal bending is an important form of sheet metal forming process, widely used
in various industrial applications like aircraft, automobiles, household items, power industries,
etc. This study predicts the responses of the sheet metal bending process using artificial neural
network. Based on44 cases analysedusing finite element method, a neural network was trained.
Sheet thickness and die radius were the input, and stresses, strains, springback, loads, etc were
the output for the neural network. The trained neural network was tested for five new patterns.
It was found that most ofthe results were quite close to the simulation results. Such a technique
of response prediction helps in reducing the, computational time.
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| Publisher |
DEFENCE SCIENTIFIC INFORMATION AND DOCUMENTATION
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| Date |
2005
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| Type |
Article
PeerReviewed |
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| Format |
application/pdf
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| Identifier |
http://ampri.csircentral.net/646/1/1976%2D6946%2D1%2DSM.pdf
K.K., Pathak and S., Panthi and N. , Ramakrishnan (2005) Application of Neural Network in Sheet Metal Bending Process. Defence Science Journal, 55. pp. 125-131. ISSN 0304-3894 |
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| Relation |
http://ampri.csircentral.net/646/
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