DocumentCode :
168125
Title :
The Application and Control Research of the Intelligent Emulsion Pump Station
Author :
Jianwen Zhao ; Heng Li ; Yingzi Zhang ; Wei Tian ; Lingling Huang
Author_Institution :
Sch. ofElectrical & Control Enginee, Xi´an Univ. of Sci. & Technol., Xi´an, China
fYear :
2014
fDate :
10-12 June 2014
Firstpage :
634
Lastpage :
637
Abstract :
Emulsion pump station is an important equipment of comprehensive mechanized coal mining face. In view of the problem that traditional speed regulation system of emulsion pump station has more mechanical loss, this essay puts forward the design scheme of a kind of emulsion pump has variable frequency speed regulation system. In the passage, the author Introduces the design thought of fault diagnosis system, expounds the system structure, the working process of the reasoning machine, knowledge representation and knowledge acquisition approach. Through above analyses, this paper proposes a combination of artificial neural network and fuzzy expert system for the new method of fault diagnosis grading, in use of classification of fault diagnosis for emulsion pump. Thus, people can timely find and eliminate all kinds of problems, prevent from emergencies, and ensure the safety of coal mine operation. And have a good energy-saving effect, saving 46.2% per year, saving electricity 281,145 yuan.
Keywords :
coal; emulsions; expert systems; fault diagnosis; fuzzy set theory; knowledge acquisition; knowledge representation; mining; neural nets; artificial neural network; comprehensive mechanized coal mining face; fault diagnosis system; fuzzy expert system; intelligent emulsion pump station; knowledge acquisition approach; knowledge representation; reasoning machine; variable frequency speed regulation system; Biological neural networks; Coal mining; Expert systems; Fault diagnosis; Frequency conversion; Liquids; Pumps; BP network; Emulsion pump; Fault diagnosis; Frequency control of motor speed; Fuzzy expert system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer, Consumer and Control (IS3C), 2014 International Symposium on
Conference_Location :
Taichung
Type :
conf
DOI :
10.1109/IS3C.2014.171
Filename :
6845963
Link To Document :
بازگشت