Renan P. F. Amaral

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Active since

2015

Affiliations

Pontifícia Universidade Católica do Rio de Janeiro(Current)

Universidade Federal de Juiz de Fora

Renan P. F. Amaral is an author at Pontifícia Universidade Católica do Rio de Janeiro specializing in fuzzy logic, machine learning, and machine fault classification.

ORCID

Publications per year

2015–2019

Publications

An enhanced singleton type-2 fuzzy logic system for fault classification in a railroad switch machine

Eduardo Pestana de Aguiar, Renan P. F. Amaral, Marley Vellasco et al. · Electric Power Systems Research · 2018 · 25 citations

Engineering, Electrical Engineering, Systems Engineering +14

EANN 2014: a fuzzy logic system trained by conjugate gradient methods for fault classification in a switch machine

Eduardo Pestana de Aguiar, Fernando Marques de Almeida Nogueira, Renan P. F. Amaral et al. · Neural Computing and Applications · 2015 · 24 citations

Computing, Computer Science, Electrical Engineering +17

Type-1 and singleton fuzzy logic system trained by a fast scaled conjugate gradient methods for dealing with binary classification problems

Renan P. F. Amaral, Moisés V. Ribeiro, Eduardo Pestana de Aguiar · Neurocomputing · 2019 · 18 citations

Computing, Computer Science, Mathematics +15

An enhanced aircraft engine gas path diagnostic method based on upper and lower singleton type-2 fuzzy logic system

Pedro Calderano, Mateus G. C. Ribeiro, Renan P. F. Amaral et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 2019 · 12 citations · Full text

Engineering, Aerospace Engineering, Systems Engineering +8

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