Set-Membership Type-1 Fuzzy Logic System Applied to Fault Classification in a Switch Machine

@article{Aguiar2017SetMembershipTF,
  title={Set-Membership Type-1 Fuzzy Logic System Applied to Fault Classification in a Switch Machine},
  author={Eduardo P. de Aguiar and Fernando M. de A. Nogueira and Marley M. B. R. Vellasco and Moises Vidal Ribeiro},
  journal={IEEE Transactions on Intelligent Transportation Systems},
  year={2017},
  volume={18},
  pages={2703-2712}
}
This paper focuses on the classification of faults in an electromechanical switch machine, which is an equipment used for handling railroad switches. In this paper, we introduce the use of Set-Membership concept, derived from the adaptive filter theory, into the training procedure of type-1 and singleton/non-singleton fuzzy logic systems, in order to reduce… CONTINUE READING