DocumentCode :
2437920
Title :
Study of the Mine Drainage Fuzzy Control System Based on MATLAB
Author :
Wang, Guimei ; Song, Hui
Author_Institution :
Coll. Mech. & Electr. Eng., Hebei Univ. of Eng., Handan, China
Volume :
1
fYear :
2009
fDate :
26-27 Aug. 2009
Firstpage :
99
Lastpage :
102
Abstract :
In automatic coal mine drainage control systems, the number of working pumps are defined according to parameters such as water level and its change rate. But it is difficult to establish the mathematical model precisely, because the variables mentioned above are non-linear variable parameters. Classical control has not been able to satisfy the high accuracy of the control request. The fuzzy control uses natural language to control complex production processes. It is especially suitable for systems that are non-linear, time lagged and the ones whose parameters and structures are indefinite, or where it is impossible to establish precise mathematical models. Therefore, this article applies fuzzy control to a mine drainage system making a comparison between the tradition and fuzzy control. Because the fuzzy controller is the fuzzy control system´s core, this article mainly discussed the design process of the mine drainage system fuzzy controller. Finally the simulation was conducted using the Fuzzy Logic Toolbox of MATLAB. The result indicates that the fuzzy control enables the drainage system control to attain the optimum effect.
Keywords :
coal; fuzzy control; fuzzy logic; natural languages; nonlinear control systems; MATLAB; automatic coal mine drainage control systems; complex production processes; fuzzy control system; fuzzy controller; fuzzy logic toolbox; natural language; non-linear variable parameters; working pumps; Automatic control; Control systems; Fuzzy control; Fuzzy systems; MATLAB; Mathematical model; Natural languages; Process control; Process design; Production; Drainage system; MATLAB; fuzzycontrol;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics, 2009. IHMSC '09. International Conference on
Conference_Location :
Hangzhou, Zhejiang
Print_ISBN :
978-0-7695-3752-8
Type :
conf
DOI :
10.1109/IHMSC.2009.33
Filename :
5335927
Link To Document :
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