(A) study on the state dependent riccati equation based optimal controller = 상태의존 Riccati 방정식을 이용한 최적제어에 관한 연구

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The State-Dependent Riccati Equation(SDRE) is a technique that has been recently proposed as a nonlinear optimal control. Despite the benefits arising from its flexibility, the SDRE method places a high demand on the computational load of real-time applications, which is one of its most significant drawbacks. We discuss a new nonlinear feedback, which eventually converges to a conventional SDRE-based optimal controller. The proposed controller is derived by direct forward integration of a proposed SDRE. This enables a fast computation time, and so is applicable to real-time applications. For a state-dependent system, the proposed controller may be an alternative candidate to a conventional SDRE-based optimal controller if the system is slow-varying to different states. To cope with a fast-varying system, we have introduced a deviation index, which indicates the extent of deviation of the proposed controller from the solution of a conventional SDRE-based optimal controller. Whenever the index exceeds a designated bound, the controller is initialized to the conventional SDRE optimal value. Using the deviation index, a designer can achieve a compromise between fast computation time and enhanced optimality. However, since the computation load instantaneously increases at the switching action point, we proposed the varying system matrix, which is one of the benefits of the conventional SDRE. The appropriate choice of the system matrix enables the proposed controller to be more close to the true optimal solution. We have applied the proposed controller to a numerical nonlinear system, a nonlinear benchmark problem (Langson and Alleyne 1999) and a numerical model of an AUV called ODIN (Choi et al. 1995) to evaluate the feasibility of the given strategy.
Advisors
Oh, Jun-Horesearcher오준호researcher
Description
한국과학기술원 : 기계공학전공,
Publisher
한국과학기술원
Issue Date
2003
Identifier
181012/325007 / 000975320
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 기계공학전공, 2003.2, [ iv, 127 p. ]

Keywords

Riccati; State Dependent; Nonlinear; 비선형; 최적제어; 상태의존

URI
http://hdl.handle.net/10203/43162
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=181012&flag=dissertation
Appears in Collection
ME-Theses_Ph.D.(박사논문)
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