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基于空间变论域的自适应时空耦合模糊控制器

Design of Adaptive Spatio-Temporal Coupling Fuzzy Controller Based on Spatial Variable Universe
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摘要 针对时空耦合系统控制精度不高的问题,提出一种空间变论域自适应时空耦合模糊控制器设计方法。首先基于时空耦合模糊集建立随空间物理变化的初始论域,并设计时空耦合论域伸缩因子在线实时调整模糊空间论域;其次采用变主导空间点的方法,分段调节空间加权因子,设计空间加权因子调节算法;最后通过仿真算例对方法进行验证。 Considering the poor control precision of spatio-temporal coupling system and based on spatial vari- able universe, a method to design adaptive spatio-temporal coupling fuzzy controller was proposed, in which, having spatio-temporal coupling fuzzy set based to establish an initial domain which changing with the space' s physical process, and the contraction-expansion factor of spatio-temporal fuzzy variable domain designed to ad- just fuzzy spatial domain online at real time ; and making use of change leading space point method to section- ally regulate spatial weighting factor and to design its adjustment algorithm. The simulation result verifies the effectiveness of this method.
出处 《化工自动化及仪表》 CAS 2014年第8期877-880,904,共5页 Control and Instruments in Chemical Industry
基金 江苏省普通高校研究生科研创新计划项目(CX-LX12_0623) 国家自然科学基金资助项目(51175230)
关键词 时空耦合系统 自适应 模糊控制 spatio-temporal coupling system, adaptive, fuzzy control
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参考文献5

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