A Novel Integrated Control Method for an Aero-Derivative Gas Turbine of Power Generation

被引:2
|
作者
Guo, Senchuang [1 ,2 ,3 ,4 ]
He, Ai [5 ]
Xiao, Bo [1 ,2 ,3 ,4 ]
Liu, Peijun [1 ,2 ,3 ,4 ]
Wang, Zinan [1 ,2 ,3 ,4 ]
机构
[1] Chinese Acad Sci, Inst Engn Thermophys, Adv Gas Turbine Lab, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Innovat Acad Light Duty Gas Turbine, Beijing 100190, Peoples R China
[3] Chinese Acad Sci, Inst Engn Thermophys, Key Lab Adv Energy & Power, Beijing 100190, Peoples R China
[4] Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100190, Peoples R China
[5] China United Gas Turbine Technol Co Ltd, Beijing 100016, Peoples R China
关键词
aero-derivative gas turbine; speed control; original controller; neural network controller; integrated control method; performance analysis; NEURO-FUZZY CONTROLLER;
D O I
10.3390/machines10030179
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
On account of the complexity of aero-derivative gas turbines and the much higher control requirements, it is significant and meaningful to design advanced controllers for obtaining the ideal control effect. In this paper, to improve the performance of the original controller of an aero-derivative gas turbine, a novel integrated control method is proposed by combining the original controller with a new neural network controller. It realizes the speed control by switching the two controllers during the operation process of the aero-derivative gas turbine. A tracking test and robustness test are conducted to assess the superiority of the novel integrated control method. The results show that in comparison with the original controller and the new neural network controller, the novel integrated control method has a much better speed tracking performance during the four tracking tests. When the model of the aero-derivative gas turbine changes with the ambient temperature and compressor performance degradation, the robustness of the novel integrated control method is also better than the other two controllers. Hence, the superiority of the novel integrated control method is validated.
引用
收藏
页数:26
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