Title :
DWO Based Predictive Control for Nonlinear Systems
Author :
He, Qing ; Tan, Shuai ; Wanshan, Dai
Author_Institution :
Sch. of Electr. & Inf. Eng., Changsha Univ. of Sci. & Technol., Changsha, China
Abstract :
In this paper, the problems on the model predictive control (MPC) of nonlinear systems are studied. A direct weight optimization (DWO) method based predictive control for nonlinear systems is presented. The approach gives a direct and effective predicting method and uses linear method to get the control law which avoids the complicated nonlinear optimization. The simulation result shows the efficiency and feasibility of the proposed DWO algorithm.
Keywords :
nonlinear control systems; optimisation; predictive control; DWO based predictive control; direct weight optimization method; linear method; nonlinear optimization; nonlinear system; Electric variables measurement; Electrical equipment industry; Industrial control; Mechatronics; Neural networks; Nonlinear control systems; Nonlinear systems; Optimization methods; Predictive control; Predictive models; Direct Weight Optimization; Nnonlinear Ssystems; Predictive Control; Quadratic Programming;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location :
Changsha City
Print_ISBN :
978-1-4244-5001-5
Electronic_ISBN :
978-1-4244-5739-7
DOI :
10.1109/ICMTMA.2010.301
