Conference paper
Application of Fuzzy Clustering in Modeling of a Water Hydraulics System
This article presents a case study of applying fuzzy modeling techniques for a water hydraulics system. The obtained model is intended to provide a basis for model-based control of the system. Fuzzy clustering is used for classifying measured input-output data points into partitions. The fuzzy model is extracted from the obtained partitions.
The identified model has been evaluated by comparing measurements with simulation results. The evaluation shows that the identified model is capable of describing the system dynamics over a reasonably wide frequency range.
Language: | English |
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Publisher: | IOS Press |
Year: | 2000 |
Pages: | 72-77 |
Proceedings: | International conference on Advances in Intelligent Systems: Theory and Applications |
Types: | Conference paper |