Proceedings of SPE Annual Technical Conference and Exhibition 2002
DOI: 10.2523/77605-ms
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An Intelligent Identification Method of Fuzzy Models and Its Applications to Inversion of NMR Logging Data

Abstract: TX 75083-3836, U.S.A., fax 01-972-952-9435. AbstractIn this paper we describe a novel approach to fuzzy model identification that gives solution to the inverse problem of permeability prediction from NMR data. The fuzzy logic approach uses fuzzy If-Then rules to establish the relationship between permeability (output variable) and the NMR T 2 distribution mean values φ NMR , φ FF , φ BF (input variables). We introduce an intelligent data-driven method that generates the fuzzy rules in a two-steps learning algo… Show more

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