首页> 外文期刊>International Journal of Uncertainty, Fuzziness, and Knowledge-based Systems >OBSERVER-BASED FUZZY CONTROL DESIGN FOR DISCRETE-TIME T-S FUZZY BILINEAR SYSTEMS
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OBSERVER-BASED FUZZY CONTROL DESIGN FOR DISCRETE-TIME T-S FUZZY BILINEAR SYSTEMS

机译:离散时间T-S模糊双线性系统的基于观测器的模糊控制设计

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摘要

This paper is concerned with the problem of observer-based fuzzy control design for discrete-time T-S fuzzy bilinear systems. Based on the piecewise quadratic Lyapunov function (PQLF), the piecewise fuzzy observer-based controllers are designed for T-S fuzzy bilinear systems. It is shown that the stability for discrete T-S fuzzy bilinear system can be established if there exists a PQLF can be constructed and the fuzzy observer-based controller can be obtained by solving a set of nonlinear minimization problem involving linear matrix inequalities(LMIs) constraints. An iterative algorithm making use of sequential linear programming matrix method (SLPMM) to derive a single-step LMI condition for fuzzy observer-based control design. Finally, an illustrative example is provided to demonstrate the effectiveness of the results proposed in this paper.
机译:本文关注的是离散T-S模糊双线性系统中基于观测器的模糊控制设计问题。基于分段二次Lyapunov函数(PQLF),针对T-S模糊双线性系统设计了基于分段模糊观测器的控制器。结果表明,如果存在一个PQLF可以建立离散T-S模糊双线性系统的稳定性,并且可以通过解决一组涉及线性矩阵不等式(LMIs)约束的非线性最小化问题来获得基于模糊观测器的控制器。一种基于序列线性规划矩阵方法(SLPMM)的迭代算法,用于基于模糊观测器的控制设计得出单步LMI条件。最后,提供了一个说明性的例子来证明本文提出的结果的有效性。

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