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Less conservative conditions for robust LQR-state-derivative controller design: an LMI approach

机译:坚固的LQR状态衍生控制器设计保守条件:LMI方法

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This study proposes less conservative conditions for robust linear quadratic regulator controllers using state-derivative feedback (SDF). The algebraic Ricatti equation was formulated using the SDF, and its solution was obtained by linear matrix inequalities. SDF was chosen owing to the presence of accelerometers as sensors. Since accelerometers are the main sensors in mechanical systems, the proposed technique may be used to control/attenuate their vibrations/oscillations. Moreover, to formulate the less conservative conditions, some methods in the specialised literature were used, such as, for example, slack variables by Finler's Lemma. The paper also offers necessary and sufficient conditions for an arbitrary convex combination of square real matrices A(1), A(2), ... , A(3), to be a nonsingular matrix, and thus an invertible one: A(1) must be nonsingular and all the real eigenvalues of A(1)(-1)A(2), A(1)(-1)A(3), ... , A(1)(-1)A, must be positive. This result is important in the formulation of the proposed less conservative conditions since it was assumed that a given convex combination is nonsingular. A feasibility analysis demonstrates that the proposed conditions reduce the conservatism. Thereby, it is possible to stabilise a higher number of systems and to reduce the guaranteed cost. Furthermore, a practical implementation illustrated the application of the proposed conditions.
机译:本研究提出了使用状态衍生反馈(SDF)的鲁棒线性二次调节器控制器的保守条件。使用SDF配制代数Ricatti方程,其溶液通过线性基质不等式获得。由于加速度计作为传感器而选择了SDF。由于加速度计是机械系统中的主要传感器,所以所提出的技术可用于控制/衰减它们的振动/振荡。此外,为了制定较少的保守条件,使用了一些在专业文献中的方法,例如由Finler的引理的松弛变量。本文还提供方形实矩阵A(1),A(2),...,A(3)的任意凸组合的必要和充分条件,待成为非缠结基质,因此是可逆的一个:a( 1)必须是非奇异的,并且所有真针等值(1)( - 1)a(2),a(1)( - 1)a(3),...,a(1)( - 1)a ,必须是积极的。该结果在制定所提出的保守条件的制剂中是重要的,因为它假设给定的凸组合是不良的。可行性分析表明,所提出的条件减少了保守主义。由此,可以稳定更高数量的系统并降低保证成本。此外,实际实现示出了所提出的条件的应用。

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