Computer simulation of neural network control system for CO2 welding process

被引：0

作者：

Ding, Fan ^{[1
]}

Yu, Shi ^{[1
]}

Jianjun, Li ^{[1
]}

Yuezhou, Ma ^{[2
]}

Jianhong, Chen ^{[2
]}

机构：

[1] Lanzhou Univ Tech, Minist Educ, Key Lab Non Ferrous Metal Alloys, Lanzhou 730050, Peoples R China

[2] Lanzhou Univ Tech, State Key Lab Gansu New Non-ferrous Metal Mat, Lanzhou 730050, Peoples R China

来源：

ROBOTIC WELDING, INTELLIGENCE AND AUTOMATION | 2007年 / 362卷

基金：

中国国家自然科学基金;

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, neural network control systems for decreasing the spatter of CO2 welding have been created. The Generalized Inverse Learning Architecture(GILA), the Specialized Inverse Learning Architecture(SILA)- I & II and the Error Back Propagating Model(EBPM) are adopted respectively to simulate the static and dynamic welding control processes. The results of simulation show that the SILA- I and EBPM have better properties. The factors affecting the simulating results and the dynamic response quality have also been analyzed.

引用

页码：117 / +

页数：3

共 50 条

[1] COMPUTER SIMULATION OF NEURAL NETWORK CONTROL SYSTEM FOR CO2 WELDING PROCESS
D. Fan
B. Li
Y.Z. Ma and J.H. Chen (Welding Institute
ActaMetallurgicaSinica(EnglishLetters), 2000, (01) : 187 - 193
[2] Automatic optimization of focal point position in CO2 laser welding with neural network in a focus control system
Gong, H
Olsen, FO
LASER MATERIALS PROCESSING CONFERENCE, PTS 1 & 2: ICALEO '97, 1997, : C67 - C74
[3] Simulation of droplet transfer process and current waveform control of CO2 arc welding
俞建荣
吴立志
TransactionsofNonferrousMetalsSocietyofChina, 2001, (05) : 667 - 670
[4] Simulation of droplet transfer process and current waveform control of CO2 arc welding
Yu, Jian-Rong
Wu, Li-Zhi
Transactions of Nonferrous Metals Society of China (English Edition), 2001, 11 (05): : 667 - 670
[5] Simulation of droplet transfer process and current waveform control of CO2 arc welding
Yu, JR
Wu, LZ
TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA, 2001, 11 (05) : 667 - 670
[6] COMPUTER-SIMULATION OF VENTILATORY CONTROL BY BOTH NEURAL AND HUMORAL CO2 SIGNALS
YAMAMOTO, WS
AMERICAN JOURNAL OF PHYSIOLOGY, 1980, 238 (01): : R28 - R35
[7] Neural network in coke calcining computer process control system
Sinelnikov, V. V.
Lapaev, I. I.
Nikandrov, K. F.
LIGHT METALS 2006, VOL 3: CARBON TECHNOLOGY, 2006, : 559 - +
[8] Sensing and control system of process quality in CO2 laser deep penetration welding
Chen, WZ
Zhang, XD
Bao, JC
Wang, Y
Li, TY
Jiang, P
Zhang, HJ
LASER PROCESSING OF MATERIALS AND INDUSTRIAL APPLICATIONS II, 1998, 3550 : 287 - 297
[9] Computer simulation and experimental research on CO2 short-circuit transfer welding under waveform control
Li, Huan
Hu, Lian-Hai
Li, Jun-Yue
Yang, Li-Jun
Hanjie Xuebao/Transactions of the China Welding Institution, 2002, 23 (02): : 1 - 4
[10] Self-optimizing control of CO2 arc welding process
Yu, J
Jiang, L
COMPUTER-AIDED PRODUCTION ENGINEERING, 2001, : 163 - 166

← 1 2 3 4 5 →