TY - JOUR
T1 - Model Predictive Control of Aerodynamic Heat Simulation Heating System with Discrete-time Linear Extended State Observer
AU - Bai, Zhiqing
AU - Zhang, Guangming
AU - Wang, Gang
AU - Deng, Ke
AU - Lv, Xiaodong
N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2023
Y1 - 2023
N2 - In this paper, a novel Model Predictive Control (MPC) scheme based on discrete-time Linear Extended State Observer (LESO) is proposed for the Aerodynamic Heat Simulation Heating System (AHSHV). First of all, the mathematical model and the predictive model of AHSHV are established, while the unknown terms of the predictive model can be observed by discrete-time LESO. Next, the cost function is constructed for rolling optimization control, and the rolling optimization replaces global optimization with local optimization. Each local optimal control is a feedback correction, and the combination of rolling optimization and feedback correction ensures the performance of the control system. Finally, the simulations and comparison results verify that the MPC scheme proposed in this paper performs better than the traditional PID control scheme in terms of static characteristics, dynamic characteristics, and robustness.
AB - In this paper, a novel Model Predictive Control (MPC) scheme based on discrete-time Linear Extended State Observer (LESO) is proposed for the Aerodynamic Heat Simulation Heating System (AHSHV). First of all, the mathematical model and the predictive model of AHSHV are established, while the unknown terms of the predictive model can be observed by discrete-time LESO. Next, the cost function is constructed for rolling optimization control, and the rolling optimization replaces global optimization with local optimization. Each local optimal control is a feedback correction, and the combination of rolling optimization and feedback correction ensures the performance of the control system. Finally, the simulations and comparison results verify that the MPC scheme proposed in this paper performs better than the traditional PID control scheme in terms of static characteristics, dynamic characteristics, and robustness.
UR - http://www.scopus.com/inward/record.url?scp=85152626043&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/2457/1/012023
DO - 10.1088/1742-6596/2457/1/012023
M3 - 会议文章
AN - SCOPUS:85152626043
SN - 1742-6588
VL - 2457
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012023
T2 - 2022 2nd International Conference on Mechatronics Technology and Aerospace Engineering, ICMTAE 2022
Y2 - 4 November 2022 through 6 November 2022
ER -