0
TECHNICAL PAPERS

Experimental Implementation of Neural Network Springback Control for Sheet Metal Forming

[+] Author and Article Information
Vikram Viswanathan, Jian Cao

Department of Mechanical Engineering, Northwestern University, Evanston, IL 60201

Brad Kinsey

Department of Mechanical Engineering, University of New Hampshire, Durham, NH 03824

J. Eng. Mater. Technol 125(2), 141-147 (Apr 04, 2003) (7 pages) doi:10.1115/1.1555652 History: Received April 10, 2000; Revised April 11, 2001; Online April 04, 2003
Copyright © 2003 by ASME
Your Session has timed out. Please sign back in to continue.

References

Figures

Grahic Jump Location
Tooling geometry and springback angle in a plane strain channel forming
Grahic Jump Location
A stepped binder force trajectory used in the channel forming process and its springback compared to constant binder force (CBF) cases
Grahic Jump Location
Flow chart for implementing neural network control
Grahic Jump Location
Effect of drawing depth on springback angle at various constant binder forces
Grahic Jump Location
Springback angle and maximum strain versus constant binder force
Grahic Jump Location
Structure of neural network
Grahic Jump Location
Punch force trajectories before 20 mm for different materials
Grahic Jump Location
Punch force trajectories before 20 mm for different friction conditions

Tables

Errata

Discussions

Some tools below are only available to our subscribers or users with an online account.

Related Content

Customize your page view by dragging and repositioning the boxes below.

Related Journal Articles
Related eBook Content
Topic Collections

Sorry! You do not have access to this content. For assistance or to subscribe, please contact us:

  • TELEPHONE: 1-800-843-2763 (Toll-free in the USA)
  • EMAIL: asmedigitalcollection@asme.org
Sign In