控制理论与应用2011,Vol.28Issue(12):1763-1772,10.
多输入–多输出非线性系统的特征模型及在挠性卫星姿态控制制中中的应应用用
Characteristic model for multi-input-multi-output nonlinear systems and its application in flexible satellite attitude control
摘要
Abstract
The characteristic modeling is investigated for multi-input and multi-output higher-order non-affine nonlinear systems. First, we prove that the characteristic model for the above systems can be expressed by a system of quadratic timevarying difference equations and estimate the characteristic modeling errors. Next, we design an adaptive fuzzy generalized predictive controller based on this characteristic model, and analyze the stability of the closed-system using Lyapunov method. Because hierarchical fuzzy logic systems are employed in the control architecture, the number of fuzzy rules and adjustable parameters in a fuzzy logic controller are reduced greatly, thus improving the real-time operation performances of the control. Finally, the results from the control simulation on a flexible satellite attitude validate that the proposed control scheme is effective and has the advantages of high steady-state precision and strong robustness.关键词
非仿射非线性系统/特征模型/分层模糊系统/模糊控制/预测控制/卫星姿态控制Key words
non-affine nonlinear system/characteristic model/hierarchical fuzzy system/fuzzy control/predictive control/satellite attitude control分类
信息技术与安全科学引用本文复制引用
孙多青..多输入–多输出非线性系统的特征模型及在挠性卫星姿态控制制中中的应应用用[J].控制理论与应用,2011,28(12):1763-1772,10.基金项目
国家自然科学基金资助项目 ()
河北科技师范学院科研创新团队和重点学科建设经费资助项目 ()