Portal de Periódicos da CAPES

An intuitionistic fuzzy system for time series analysis in plant monitoring and diagnosis

2006; Elsevier BV; Volume: 7; Issue: 4 Linguagem: Inglês

10.1016/j.asoc.2006.01.010

1872-9681

Oscar Castillo, Arnulfo Alanís, Mario García, Héctor Ruiz Arias,

Neural Networks and Applications

We describe in this paper a proposed new approach for fuzzy inference in intuitionistic fuzzy systems. The new approach combines the outputs of two traditional fuzzy systems to obtain the final conclusion of the intuitionistic fuzzy system. The new method provides an efficient way of calculating the output of an intuitionistic fuzzy system, and as consequence can be applied to real-world problems in many areas of application. We illustrate the new approach with a simple example to motivate the ideas behind this work. We also illustrate the new approach for fuzzy inference with a more complicated example of monitoring a non-linear dynamic plant.