液位过程的自组织模糊逻辑控制

S. Sundaramoorthy, N. R. Neelakantan, C. D. Rao
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引用次数: 3

摘要

本文研究了模糊控制器在液位控制系统中的实时实现。通过对基于两种不同规则集的模糊控制器的应用,表明选择合适的规则是实现良好系统性能的关键。证明了自组织模糊逻辑控制器(SOFLC)能够学习和修改一组粗糙的规则以获得良好的性能。本文所采用的SOFLC算法计算时间短,适合于实时控制应用。
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Self-Organising Fuzzy Logic Control of a Liquid Level Process
This paper deals with the real time implementation of Fuzzy logic controllers on a liquid level control system. By applying fuzzy logic controller based on two different rule sets, it is shown that the selection of proper rules is critical for acheiving good system performance. The ability of the Self-organising fuzzy logic controller(SOFLC) to learn and modify a crude set of rules to acheive a good performance is demonstrated. The SOFLC algorithm used in this work needs less computation time and hence suitable for real time control applications.
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