Title :
Network with random time delay based optimal feedback control of the heating stove systems
Author :
Xiaoshuo, Huang ; Jingping, Jiang
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
Network based optimal feedback control of the heating stove is presented in this paper. At first, the mathematical model of the network based heating stove system is established. Then the network delay time predictive using time-stamped BP neural network method is proposed. This is followed the discrete state equations based on predicted network delay time value. Finally, an optimal state feedback controller using the Kalman filter state estimation technique and Liapunov stability theory is designed. Simulated responses are presented in this paper to highlight the effectiveness of the proposed control strategy.
Keywords :
Kalman filters; Lyapunov methods; backpropagation; delays; heating; networked control systems; neural nets; optimal control; stability; state estimation; state feedback; Kalman filter state estimation technique; Lyapunov stability theory; discrete state equations; heating stove systems; network based optimal state feedback controller; random time delay; time-stamped BP neural network method; Delay; Feedback control; Heating; Kalman filters; Mathematical model; Networked control systems; Delay time predictive; Heating stove; Kalman filter; Liapunov stability theory; Networked control with random time delay; Optimal feedback control;
Conference_Titel :
Electronic Measurement & Instruments (ICEMI), 2011 10th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8158-3
DOI :
10.1109/ICEMI.2011.6037736