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Calibration of fuzzy control systems

Authors: Agustín Jiménez; G. Martinez; Fernando Matía;

Calibration of fuzzy control systems

Abstract

Fuzzy control systems (FCS) are usually designed through linguistic control rules and the operations among the fuzzy sets that define the fuzzy controller deal with fuzzy logic. However, the configuration and tuning of this kind of system represents a problem, although the modelling of the expert knowledge seems easy. Incoherences, non-completeness or control action inconsistencies may appear when the formulation of each rule is independent. The authors present a different philosophy to analyze a FCS configuration. The control system is studied as a control function defined by its inference map. The linguistic terms, membership functions and control rules selection, determine the characteristics of this map, so it may be possible to estimate its appearance according to these factors and to use their information successfully. The contrast between the non-linearity of a FCS and its closer linear (PID) controller, allows the control engineer to study strange situations deriving from an incorrect configuration. Among the techniques to estimate this contrast, measures for singularities detection and for asymmetries, rules dispersion and entropy measurement are used. >

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Found an issue? Give us feedback
citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Average
Average
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