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Adaptive Neural Network Control of Thermoacoustic Instability in Rijke Tube: A Fully Actuated System Approach

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Zhao Yuzhuo 1   Ma Dan 1   Ma Hongwei 2  
文摘 Thermoacoustic instability phenomena often encounter in gas turbine combustors, especially for the premixed combustor design, with many possible detrimental results. As a classical experiment, the Rijke tube is the simplest and the most effective illustration to study the thermoacoustic instability. This paper investigates the active control approach of the thermoacoustic instability in a horizontal Rijke tube. What's more, the radial basis function (RBF) neural network is adopted to estimate the complex unknown continuous nonlinear heat release rate in the Rijke tube. Then, based on the proposed second-order fully actuated system model, the authors present an adaptive neural network controller to guarantee the flow velocity fluctuation and pressure fluctuation to converge to a small region of the origin. Finally, simulation results demonstrate the feasibility of the design method.
来源 Journal of Systems Science and Complexity ,2022,35(2):586-603 【核心库】
DOI 10.1007/s11424-022-2048-x
关键词 Adaptive neural network control ; fully actuated system ; nonlinear system ; Rijke tube ; thermoacoustics instability
地址

1. College of Information Science and Engineering, Northeastern University, State Key Laboratory of Synthetical Automation for Process Industries, Shenyang, 110819  

2. College of Information Science and Engineering, Northeastern University, Shenyang, 110819

语种 英文
文献类型 研究性论文
ISSN 1009-6124
学科 能源与动力工程;自动化技术、计算机技术
基金 国家自然科学基金 ;  the Science Center Program of National Natural Science Foundation of China
文献收藏号 CSCD:7238862

参考文献 共 30 共2页

1.  Culick F E C. Prediction of the stability of unsteady motions in solid-propellant rocket motors. American Institute of Aeronautics and Astronautics,1992,28:719-779 CSCD被引 1 次    
2.  Richards G A. Passive control of combustion dynamics in stationary gas turbines. Journal of Propulsion and Power,2003,19:795-810 CSCD被引 5 次    
3.  Gysling D L. Combustion system damping augmentation with Helmholtz resonator. Journal of Engineering for Gas Turbines and Power,2000,122(1):269-274 CSCD被引 3 次    
4.  Eldredge J D. The absorption of axial acoustic wave by a perforated liner with bias flow. Journal of Fluid Mechanics,2003,485(1):307-335 CSCD被引 15 次    
5.  Zhong Z. Time-domain characterization of acoustic damping of a perforated liner with bias flow. Journal of Acoustical America Society,2012,312(1):271-281 CSCD被引 2 次    
6.  Annaswamy A M. Active control of combustion instability: Theory and practice. IEEE Control Systems Magazine,2003,22(6):37-54 CSCD被引 1 次    
7.  Epperlein J P. Thermoacoustics and the Rijke tube: Experiments, identification, and modeling. IEEE Control Systems Magazine,2015,35(2):57-77 CSCD被引 1 次    
8.  Heckl M A. Active control of the noise from a Rijke tube. Journal of Sound and Vibration,1988,124(1):117-133 CSCD被引 10 次    
9.  Sattinger S S. Sub-scale demonstration of the active feedback control of gas turbine combustion instability. Transactions of the ASME,2000,262(1):262-268 CSCD被引 1 次    
10.  Seume J R. Application of active combustion nstability control to a heavy duty gas turbine. Journal of Engineering for Gas Tiurbines and Power,1998,120(1):721-726 CSCD被引 1 次    
11.  Dowling A P. Feedback control of combustion oscillations. Annual Review of Fluid Mechanics,2005,37:151-182 CSCD被引 7 次    
12.  Zhao D. A review of active control approaches in stabilizing combustion systems in aerospace industry. Progress in Aerospace Sciences,2018,97:35-60 CSCD被引 9 次    
13.  King L V. On the convection of heat from small cylinders in a stream of fluid. Philosophical Transactions of the Royal Society. A,1914,214:373-432 CSCD被引 10 次    
14.  Heckl M A. Nonlinear acoustic effects in the Rijke tube. Acustica,1990,72(1):63-71 CSCD被引 6 次    
15.  Sanner R M. Gaussian networks for direct adaptive control. IEEE Transactions on Neural Networks,1992,3(6):837-863 CSCD被引 97 次    
16.  Ge S S. Robust adaptive control for a class of MIMO nonlinear systems. IEEE Transactions Automatica Control,2014,59(6):1624-1629 CSCD被引 3 次    
17.  Zhang H. Adaptive cooperative tracking control of higher-order nonlinear system with unknown dynamics. Automatica,2012,48(7):1432-1439 CSCD被引 19 次    
18.  Andrade G. Backstepping-based estimation of thermoacoustic oscillations in a Rijke tube with experimental validation. IEEE Transactions on Automatic Control,2020,65(12):5336-5343 CSCD被引 1 次    
19.  Wilhelmsen N. An observer for the electrically heated vertical Rijke tube with nonlinear heat release. IFAC-PapersOnLine,2020,53(2):4181-4188 CSCD被引 1 次    
20.  Artur D. Backstepping stabilization of a linearized ODE-PDE Rijke tube model. Automatica,2018,96:98-109 CSCD被引 1 次    
引证文献 1 篇

1 Wu Aiguo Fully Actuated System Approaches: Theory and Applications Journal of Systems Science and Complexity,2022,35(2):437-440
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