Title :
ADRC with synthesis tuning algorithm for superheating steam temperature of CFBB
Author :
Ma, Qiang ; Xv, Da-ping ; Shi, Yun-tao
Author_Institution :
Dept. of Autom., North China Electricty Power Univ., Beijing
Abstract :
The cascade controller of active-disturbance-rejection-controller and PI controller is applied to the steam temperature system of circulating fluidized bed, which has the characters of large time-delay, fast time-varying and various disturbances. A synthesis tuning algorithm which combined the intelligent optimal method NSGA_II and numerical optimal method algorithm is adopted to tune the parameters of controller. In the computer simulation, all parameters of ADRC and PI controller is tuned with 100% load. The least square algorithm is also applied to tuning PI controller. Then plant with PI controller is looked as a generalized object and fitting function is computed. For the fitting function, multi-objective algorithm NSGA_II is applied to tuning ESO. Then NLF is tuned with non-linear least square algorithm - Levenberg-Marqudart algorithm. As the comparison algorithm, PI-PI controller is well tuned with least square algorithm. The simulation with load-varying demonstrated more robustness and the simulation with water-feed disturbance demonstrated more disturbance rejection of ADRC-PI cascade controller.
Keywords :
PI control; cascade control; heat transfer; least squares approximations; optimal control; temperature control; ADRC; CFBB; Levenberg-Marqudart algorithm; NSGA_II; PI-PI controller; active-disturbance-rejection-controller; cascade controller; circulating fluidized bed; fitting function; intelligent optimal method; multi-objective algorithm; nonlinear least square algorithm; numerical optimal method algorithm; superheating steam temperature; synthesis tuning algorithm; tuning ESO; water-feed disturbance; Computational modeling; Computer simulation; Control system synthesis; Control systems; Fluidization; Least squares methods; Optimal control; Robust control; Temperature control; Time varying systems; ADRC; NSGA_II; Steam temperature control; circulating fluidized bed; synthesis tuning algorithm;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620780