温度约束非线性耦合热-常微分方程系统的保成本有限时间模糊控制

Guaranteed-Cost Finite-Time Fuzzy Control for Temperature-Constrained Nonlinear Coupled Heat-ODE Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2016
被引 33
ABS 3

中文导读

针对一类由非线性常微分方程和标量非线性热方程耦合的系统,研究了在温度约束下的保成本有限时间模糊控制问题,通过时间依赖的线性矩阵不等式设计控制器,使系统有限时间稳定并最小化成本上界。

Abstract

This paper investigates the guaranteed-cost finite-time fuzzy control problem subject to a temperature constraint for a class of coupled systems represented by nonlinear ordinary differential equations (ODEs) and a scalar nonlinear heat equation. Initially, a finite-dimensional nonlinear coupled system is derived by combining the slow system of heat equation with the original ODE system, which can be exactly represented by the Takagi–Sugeno fuzzy model. Meanwhile, the temperature constraint is transformed into the state constraint performed on the finite-dimensional coupled system. Then, a guaranteed-cost finite-time constrained fuzzy control design is developed in terms of a set of time-dependent differential linear matrix inequalities (LMIs) to make the closed-loop of the original ODE system finite-time quasi-contractively stable with an upper bound of quadratic cost function, while the temperature constraint is respected. Furthermore, by utilizing the time-convexity and LMI optimization techniques, a suboptimal controller is obtained by means of minimizing the guaranteed-cost bound. Finally, the proposed design method is applied to the control of a temperature constrained hypersonic rocket car.

控制理论非线性系统模糊控制偏微分方程优化控制