DocumentCode :
2814039
Title :
Measurement and control for ball mill system based on information fusion technology
Author :
Heng, Wang ; Minping, Jia
Author_Institution :
Coll. of Mech. Eng., Nantong Univ., Nantong, China
fYear :
2011
fDate :
15-17 July 2011
Firstpage :
5036
Lastpage :
5038
Abstract :
Aiming at the disadvantage of control method for ball mill, a new measure and control system for ball mill fill level is proposed which is based on information fusion technology. Firstly, the relationship between fill level and process parameters is researched respectively based on mechanism models. Then, the sensors for information fusion are chosen and the device for shell vibration data sampling is introduced. The information fusion for fill level is researched based on LS-SVM algorithm. Finally, a fuzzy control method for ball mill load is proposed on the basis of fill level measurement. Practical application results demonstrate that the fill level measurement and control can be realized by the system effectively.
Keywords :
ball milling; fuzzy control; least squares approximations; level control; level measurement; sensor fusion; support vector machines; vibrations; LS-SVM algorithm; ball mill fill level; ball mill load; ball mill system control; fill level control; fill level measurement; fuzzy control method; information fusion sensors; information fusion techology; process parameter; shell vibration data sampling; Coal; Digital signal processing; Fuzzy control; Mechanical engineering; Minerals; Monitoring; Vibrations; ball mill; control; fill level; information fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
Conference_Location :
Hohhot
Print_ISBN :
978-1-4244-9436-1
Type :
conf
DOI :
10.1109/MACE.2011.5988148
Filename :
5988148
Link To Document :
بازگشت