DocumentCode :
2843330
Title :
An Intelligent Monitoring System of Medium-Frequency Induction Furnace Based on Fuzzy Control
Author :
Zheng, Zhang ; Guocheng, Wan ; Xiaowei, Liu
Author_Institution :
Sch. of Mech. Eng., Hubei Univ. of Technol., Wuhan, China
Volume :
1
fYear :
2010
fDate :
13-14 Oct. 2010
Firstpage :
261
Lastpage :
264
Abstract :
Aiming at the problem such as slowly-varying, pure-lag and low accuracy in the temperature control process of medium-frequency induction furnace, designed an intelligent monitoring system based on fuzzy control. The major hardware is composed of Program Logic Controller and its special expansion modules, the algorithm of fuzzy controller is completely realized via software programming. In order to improve the resolution rate of fuzzy subsets, selected a kind of optimized triangle-shape membership function which based on the golden section algorithm to instead the common symmetrical triangle-shape function. The paper detailedly introduced the working principle of system, implementation procedure, off-line simulations result and practiced applications effects. Simulations and applications show that the system has advantages of simple configuration, low cost and high reliability. As a result, the system reaches the ideal effect.
Keywords :
computerised monitoring; control system synthesis; electric furnaces; fuzzy control; induction heating; metallurgical industries; programmable controllers; temperature control; fuzzy control; golden section algorithm; intelligent monitoring system design; medium-frequency induction furnace; program logic controller; temperature control process; triangle-shape membership function; Algorithm design and analysis; Furnaces; Fuzzy control; Hardware; Temperature; Temperature control; Testing; M-frequency furnace; PLC; fuzzy control; golden section algorithm; temperature monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-8333-4
Type :
conf
DOI :
10.1109/ISDEA.2010.258
Filename :
5743174
Link To Document :
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