DocumentCode :
184362
Title :
A numerical comparison of frozen-time and forward-propagating Riccati equations for stabilization of periodically time-varying systems
Author :
Prach, Anna ; Tekinalp, Ozan ; Bernstein, D.S.
Author_Institution :
Dept. of Aerosp. Eng., Middle East Tech. Univ., Ankara, Turkey
fYear :
2014
fDate :
4-6 June 2014
Firstpage :
5633
Lastpage :
5638
Abstract :
Feedback control of linear time-varying systems arises in numerous applications. In this paper we numerically investigate and compare the performance of two heuristic techniques. The first technique is the frozen-time Riccati equation, which is analogous to the state-dependent Riccati equation, where the instantaneous dynamics matrix is used within an algebraic Riccati equation solved at each time step. The second technique is the forward-propagating Riccati equation, which solves the differential algebraic Riccati equation forward in time rather than backward in time as in optimal control. Both techniques are heuristic and suboptimal in the sense that neither stability nor optimal performance is guaranteed. To assess the performance of these methods, we construct Pareto efficiency curves that illustrate the state and control cost tradeoffs. Three examples involving periodically time-varying dynamics are considered, including a second-order exponentially unstable Mathieu equation, a fourth-order rotating disk with rigid body unstable modes, and a 10th-order parametrically forced beam with exponentially unstable dynamics. The first two examples assume full-state feedback, while the last example uses a scalar displacement measurement with state estimation performed by a dual Riccati technique.
Keywords :
Pareto analysis; Riccati equations; differential algebraic equations; periodic control; stability; state estimation; state feedback; suboptimal control; time-varying systems; 10th-order parametrically forced beam; Pareto efficiency curves; control cost tradeoffs; differential algebraic Riccati equation; dual Riccati technique; exponentially unstable dynamics; feedback control; forward-propagating Riccati equation; fourth-order rotating disk; frozen-time Riccati equation; full-state feedback; heuristic techniques; instantaneous dynamics matrix; linear time-varying systems; numerical comparison; optimal control; periodically time-varying dynamics; periodically time-varying systems; rigid body unstable modes; scalar displacement measurement; second-order exponentially unstable Mathieu equation; stabilization; state estimation; state-dependent Riccati equation; suboptimal techniques; Aerodynamics; Distance measurement; Riccati equations; Time-varying systems; Vehicle dynamics; Control applications; Optimal control; Output feedback;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
ISSN :
0743-1619
Print_ISBN :
978-1-4799-3272-6
Type :
conf
DOI :
10.1109/ACC.2014.6859066
Filename :
6859066
Link To Document :
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