DocumentCode
523772
Title
Fuzzy Control of Partial Fan in Heading Laneway
Author
Wang, Shufang ; Zhao, Linhui ; Lei, Baozhen ; Yang, Zhiyong
Author_Institution
Sch. of Mech. Electron., Beijing Union Univ., Beijing, China
Volume
2
fYear
2010
fDate
11-12 May 2010
Firstpage
366
Lastpage
370
Abstract
Air flow character and gas mathematical mode of heading laneway in coalmine is researched in detail to tackle with normal ventilation and gas discharging problem. Combining with ventilation requirements and safety regulation in coalmine, control strategy which aims at both safety and energy saving is established at length. Moreover, conventional double fuzzy control model is found to carry out two work mode, normal ventilation and gas discharging. Since four input signals affect output in different degree, three layers BP neural network is employed to compute weight. Direct torque control style is applied to perform speed adjusting of partial fan. In order to testify the control strategy, an experiment platform including DSP and IPM is founded. The experiment results show that the control strategy is effective to fulfill the function of ventilation and gas discharge in heading laneway.
Keywords
backpropagation; coal; discharges (electric); fans; fuzzy control; mining; neural nets; safety; torque control; ventilation; BP neural network; DSP; IPM; air flow character; coalmine; direct torque control; energy saving; fuzzy control; gas discharging problem; gas mathematical mode; heading laneway; partial fan; ventilation problem; Air safety; Automation; Computer networks; Fuzzy control; Neural networks; Rockets; Space technology; Testing; Torque control; Ventilation; fuzzy control model; gas discharging; heading laneway;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location
Changsha
Print_ISBN
978-1-4244-7279-6
Electronic_ISBN
978-1-4244-7280-2
Type
conf
DOI
10.1109/ICICTA.2010.407
Filename
5523063
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