DocumentCode
3178596
Title
Surge avoidance using speed and valve methodologies controlled by PID, fuzzy and neural networks approaches
Author
Mohammed, Mostafa I. ; Maksoud, R.M.A. ; Noussier, Zaki B. ; Amer, Fathy Z.
Author_Institution
Instrum. Dept., Helwan Fertilizers Co., Cairo, Egypt
fYear
2011
fDate
Nov. 29 2011-Dec. 1 2011
Firstpage
73
Lastpage
78
Abstract
Surge is a global nonlinear instability that affects compression systems. It limits the operating range and degrades the system performance. This paper introduces two common surge avoidance techniques to extend the operation range of the compressor. These two methods are controlling the compressor flow and controlling the compressor speed. Air bleeding is utilized by two bleeding valves one of them with high gain and the second with low gain. Fuzzy logic, PID, and neural networks were used to control such two methods. A comparison between the three control techniques is performed to demonstrate the most effective of them using simulations based on SIMULINK. The results show that the two bleeding valves produce more stable behavior than using one bleeding valve. Furthermore, neural network controller shows quick arrival for the different set points and also is more stable than other techniques in avoiding the surge.
Keywords
compressors; flow control; fuzzy control; neurocontrollers; three-term control; valves; velocity control; PID control; Simulink; air bleeding; bleeding valve; compression system; compressor flow control; fuzzy control; neural network control; proportional-integral-derivative control; speed control; surge avoidance; valve gain; valve methodology; Continuous wavelet transforms; Fuzzy logic; MATLAB; Rotors; Surges; Tuning; Valves; bleeding; compressor; controllers; surge; valve;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Engineering & Systems (ICCES), 2011 International Conference on
Conference_Location
Cairo
Print_ISBN
978-1-4577-0127-6
Type
conf
DOI
10.1109/ICCES.2011.6141015
Filename
6141015
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