|Table of Contents|

On-line Monitoring and Forecasting System for Grinding Arc Temperature Based on Artificial Neural Network(PDF)

《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

Issue:
2000年03期
Page:
273-276
Research Field:
Publishing date:

Info

Title:
On-line Monitoring and Forecasting System for Grinding Arc Temperature Based on Artificial Neural Network
Author(s):
LuJianping DongTao HouLiya
School of Manufacturing Engineering,NUST,Nanjing 210094
Keywords:
artificial neural network monitoring forecast ing grinding temperature
PACS:
TP277
DOI:
-
Abstract:
On-line monitoring for grinding arc temperature is a necessary and important sect ion to realize automat ion of grinding process. This paper introduces an on-line monitoring system based on art ificial neural netw ork. T he structure of on-line monitoring system, the method of temperature measurement and the detailed monitoring process are also presented. In order to monitor and forecast g rinding arc temperature dynamically, an improved BP netw ork is designed as a temperature forecast ing model. It is proved by technolog ical ex periments that the monitoring system can better realize on-line monitoring and forecast ing for grinding arc temperature.

References:

1 徐鸿均. 磨削弧区温度在线监测技术研究. 制造技术与机床, 1998, 43( 2) : 24~ 26
2 魏桂香. 热电偶参考端温度补偿的微机测温系统. 自动化与仪器仪表, 1998, 13( 3) : 22~ 23
3 毛汉领. 对金属跌落零件报警的人工神经网络方法. 中国机械工程, 1997, 8( 4) : 25~ 27

Memo

Memo:
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Last Update: 2013-03-25