• 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