DocumentCode
114946
Title
Local properties of economic NMPC, dissipativity and dynamic programming
Author
Zanon, Mario ; Gros, Sebastien ; Diehl, Moritz
Author_Institution
Dept. of Microsyst. Eng. IMTEK, Univ. of Freiburg, Freiburg, Germany
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
2746
Lastpage
2751
Abstract
Classical model predictive control (MPC) implementations rely on a quadratic, positive definite cost function. In economic MPC on the contrary, the stage cost can be any generic function. Recent research has focused on establishing the conditions for stability of economic MPC where strict dissipativity has been shown to play an important role. In this paper, starting from the linear quadratic case and successively extending the analysis to the nonlinear case, we attempt at clarifying the relationship between strict dissipativity and the properties of the MPC optimal control problem.
Keywords
dynamic programming; nonlinear control systems; predictive control; quadratic programming; MPC optimal control problem; classical model predictive control; dissipativity programming; dynamic programming; economic NMPC; generic function; linear quadratic case; local properties; nonlinear case analysis; positive definite cost function; Asymptotic stability; Economics; Lyapunov methods; Optimal control; Stability analysis; Steady-state; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7039810
Filename
7039810
Link To Document