Monitoring the Stamping Process

2021 ◽  
pp. 63-74
Author(s):  
Matthias Kolbe
Keyword(s):  
Stamping Process

scholarly journals Stamping Monitoring by Using an Adaptive 1D Convolutional Neural Network

Sensors ◽  
2021 ◽  
Vol 21 (1) ◽  
pp. 262
Author(s):  
Chih-Yung Huang ◽  
Zaky Dzulfikri
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Template Matching ◽  
Health Condition ◽  
Vibration Measurement ◽  
One Dimensional ◽  
Stamping Process ◽  
Metalworking Industry ◽  
Increasing Demand ◽  
Wear Condition

Stamping is one of the most widely used processes in the sheet metalworking industry. Because of the increasing demand for a faster process, ensuring that the stamping process is conducted without compromising quality is crucial. The tool used in the stamping process is crucial to the efficiency of the process; therefore, effective monitoring of the tool health condition is essential for detecting stamping defects. In this study, vibration measurement was used to monitor the stamping process and tool health. A system was developed for capturing signals in the stamping process, and each stamping cycle was selected through template matching. A one-dimensional (1D) convolutional neural network (CNN) was developed to classify the tool wear condition. The results revealed that the 1D CNN architecture a yielded a high accuracy (>99%) and fast adaptability among different models.

Recyclable conductive nanoclay for direct in situ printing flexible electronics

2021 ◽  
Author(s):  
Pengcheng Wu ◽  
Zhenwei Wang ◽  
Xinhua Yao ◽  
Jianzhong Fu ◽  
Yong He
Keyword(s):  
Flexible Electronics ◽  
Self Healing ◽  
Stamping Process

A recyclable, self-healing conductive nanoclay and corresponding stamping process are developed for printing flexible electronics directly and quickly in situ.

scholarly journals Numerical investigation of key stamping process parameters influencing tool life and wear

2018 ◽  
Vol 15 ◽  
pp. 427-435 ◽  
Author(s):  
Shiva Shankar Mangalore Babu ◽  
Stuart Berry ◽  
Michael Ward ◽  
Michal Krzyzanowski
Keyword(s):  
Numerical Investigation ◽  
Tool Life ◽  
Process Parameters ◽  
Stamping Process

Electric Connecting Piece Cutting Blanking Punching Compound Die Design

2013 ◽  
Vol 706-708 ◽  
pp. 1327-1330
Author(s):  
Hong Yun Jiang
Keyword(s):  
Spare Parts ◽  
Die Design ◽  
Working Process ◽  
Structure Feature ◽  
Stamping Process

It analyses the electric meeting slice parts stamping process, introduces all kinds of process’s feature and points out using the piece cutting blanking punching compound to form one time with the features of these spare parts. At the same time, it introduces the mold’s structure feature and the working process, and introduces the design of punch, bump mode, incision of the punch.

Minimization of weld line movement in heat-assisted forming of tailor welded blanks

2018 ◽  
Vol 233 (11) ◽  
pp. 3760-3768
Author(s):  
VVN Satya Suresh ◽  
Srinivasa Prakash Regalla ◽  
Amit Kumar Gupta
Keyword(s):  
Weld Line ◽  
Tungsten Inert Gas Welding ◽  
Selective Heating ◽  
Tailor Welded Blanks ◽  
Stamping Process ◽  
Steel Aisi ◽  
Tailor Welded Blank ◽  
Weld Line Movement ◽  
Line Movement

In this work, the formability aspects in terms of desired cup height during stamping operation of tailor welded blanks have been studied along with minimizing the movement of weld line. Circular sheets were prepared by joining austenitic stainless steel (ASS 304 Grade) and drawing quality mild steel (AISI 1018) materials with tungsten inert gas welding. To reduce the undesirable weld line movement during stamping process, a novel heat-assisted forming method involving localized and controlled heating of the stronger material side (ASS 304 steel) has been carried out. The experimental setup developed for this purpose enabled heating and maintained the selected zone at the desired temperature during the stamping process. The entire process has been simulated using finite element method and the results obtained were in close agreement with the experimental results. The effect of selective heating of tailor welded blank also resulted in the overall improvement in the quality of the product.

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