TY - JOUR
T1 - A Frequency Domain Decoupling Method and Multivariable Controller Design for Turbofan Engines
AU - Peng, Kai
AU - Fan, Ding
AU - Yang, Fan
AU - Gou, Linfeng
AU - Lv, Wei
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2017/10/25
Y1 - 2017/10/25
N2 - Advanced engine control, such as active control, often involves controlling engine with more control variables at a wider frequency range. When the conventional successive-loop-closure technology is applied to design controller with more objectives and controls, it will lead to multi-loop interleaving, and prevent the responses of the lower frequency control loops from meeting the requirements and hence exploiting the potential of the engine. A modified multivariable decoupling method in frequency domain is presented to improve the robustness and decoupling of the system and proved that it is equivalent to Rosenbrock's modified method at a single frequency, and then extended to a weighted formulation on a certain frequency range. Finally, the modified method is used to design steady-state decoupling controller, and a multivariable gain-scheduling controller for large transient is formulated as the weighted function of a family of designed decoupling controllers, whose weights are chosen as transfer function of neural network optimized by BP algorithm. Computational results are presented for controlling the small and large transient of a military aircraft turbofan engine, and the simulations show that compared with standard Hawkins's method, the resultant compensated system designed by the modified method is of better good decoupling and robustness.
AB - Advanced engine control, such as active control, often involves controlling engine with more control variables at a wider frequency range. When the conventional successive-loop-closure technology is applied to design controller with more objectives and controls, it will lead to multi-loop interleaving, and prevent the responses of the lower frequency control loops from meeting the requirements and hence exploiting the potential of the engine. A modified multivariable decoupling method in frequency domain is presented to improve the robustness and decoupling of the system and proved that it is equivalent to Rosenbrock's modified method at a single frequency, and then extended to a weighted formulation on a certain frequency range. Finally, the modified method is used to design steady-state decoupling controller, and a multivariable gain-scheduling controller for large transient is formulated as the weighted function of a family of designed decoupling controllers, whose weights are chosen as transfer function of neural network optimized by BP algorithm. Computational results are presented for controlling the small and large transient of a military aircraft turbofan engine, and the simulations show that compared with standard Hawkins's method, the resultant compensated system designed by the modified method is of better good decoupling and robustness.
KW - Aircraft engine
KW - Decoupling control
KW - Frequency domain
KW - Multivariable control
UR - http://www.scopus.com/inward/record.url?scp=85032454449&partnerID=8YFLogxK
U2 - 10.1109/ACCESS.2017.2766838
DO - 10.1109/ACCESS.2017.2766838
M3 - 文章
AN - SCOPUS:85032454449
SN - 2169-3536
VL - 5
SP - 27757
EP - 27766
JO - IEEE Access
JF - IEEE Access
M1 - 8085110
ER -