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| Artificial neural networks applied to spot welding process modeling | |
| 引用本文： | 张忠典,李严,何幸平,吴林,徐清. Artificial neural networks applied to spot welding process modeling[J]. 中国焊接, 1997, 0(1) |
| 作者姓名： | 张忠典 李严 何幸平 吴林 徐清 |
| 作者单位： | Dr. ZHANG Zhongdian. HE Xingping and Prof. WU Lin，Welding Department，Harbin Institue of Technology，Harbin，150001; Dr. LI Yan and Engineer XU Qing，Harbin Research Institute of Welding，Harbin，150080，P. R. China. |
| 摘 要： | Artificial neural networks have been studied for applicability for modeling of spot welding process. Some basic concepts relating to neural networks are explained as well as how they can be used to model welding quality parameters in terms of the welding process parameter. The performance of the neural networks for modeling is presented and evaluated using actual welding data. It is concluded that neural network modeling is a good means of estimating spot welding quality on-line. |
Artificial neural networks applied to spot welding process modeling |
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| Dr. ZHANG Zhongdian. HE Xingping and Prof. WU Lin,Welding Department,Harbin Institue of Technology,Harbin,, Dr. LI Yan and Engineer XU Qing,Harbin Research Institute of Welding,Harbin,,P. R. China.. Artificial neural networks applied to spot welding process modeling[J]. China Welding, 1997, 0(1) | |
| Authors: | Dr. ZHANG Zhongdian. HE Xingping Prof. WU Lin Welding Department Harbin Institue of Technology Harbin Dr. LI Yan Engineer XU Qing Harbin Research Institute of Welding Harbin P. R. China. |
| Affiliation: | Dr. ZHANG Zhongdian. HE Xingping and Prof. WU Lin,Welding Department,Harbin Institue of Technology,Harbin,150001, Dr. LI Yan and Engineer XU Qing,Harbin Research Institute of Welding,Harbin,150080,P. R. China. |
| Abstract: | Artificial neural networks have been studied for applicability for modeling of spot welding process. Some basic concepts relating to neural networks are explained as well as how they can be used to model welding qualitv parameters in terms of the welding process parameter. The performance of the neural networks for modeling is presented and evaluated using actual welding data. It is concluded that neural network modeling is a good means of estimating spot welding quality on-line. |
| Keywords: | artificial neural network spot welding process modeling |
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