Title :
Control Vector Parameterization Method with Time Nodes Parameters
Author :
Zhang, Xiaodong ; Li, Shurong
Author_Institution :
Coll. of Inf. & Control Eng., China Univ. of Pet., Dongying
Abstract :
A time nodes optimization method is presented for the solution of optimal control problems (OCP) using control vector parameterization (CVP). The control variable in each time interval is approached by a function of time nodes parameters and other decision parameters. The infinite dimensional optimal control problems were approximated into nonlinear programming (NLP) problems, the gradient of which can be analytically obtained. The NLP problems were solved and resulted in non-uniform time grid. Two cases of optimal control problem were solved by the proposed methodology. One is OCP of an ODE system and the superior results are given comparing with the fixed time grid method. Another is optimal injection strategy determination of polymer flooding, which is a sort of OCP constrained to satisfy PDEs. The efficiency is illustrated for solving this kind of problem by the given method
Keywords :
nonlinear programming; optimal control; control vector parameterization; decision parameters; fixed time grid method; infinite dimensional optimal control problems; nonlinear programming; nonuniform time grid; time nodes optimization; time nodes parameters; Automation; Control engineering; Educational institutions; Floods; Intelligent control; Optimal control; Optimization methods; Petroleum; Polymers; Roentgenium; control vector parameterization; optimal control; time nodes;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1712644