Ricardo Augusto Souza Fernandes
Ricardo Augusto Souza Fernandes
Associate Professor - Federal University of São Carlos
Verified email at ufscar.br
Cited by
Cited by
Feature extraction and power quality disturbances classification using smart meters signals
FAS Borges, RAS Fernandes, IN Silva, CBS Silva
IEEE Transactions on Industrial Informatics 12 (2), 824-833, 2015
Maximum and minimum stock price forecasting of Brazilian power distribution companies based on artificial neural networks
LA Laboissiere, RAS Fernandes, GG Lage
Applied Soft Computing 35, 66-74, 2015
Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques
DCA Mallqui, RAS Fernandes
Applied Soft Computing 75, 596-606, 2019
Load profile identification interface for consumer online monitoring purposes in smart grids
RAS Fernandes, IN da Silva, M Oleskovicz
IEEE Transactions on Industrial Informatics 9 (3), 1507-1517, 2012
Adaptive threshold based on wavelet transform applied to the segmentation of single and combined power quality disturbances
LCM Andrade, M Oleskovicz, RAS Fernandes
Applied Soft Computing 38, 967-977, 2016
A survey on adaptive protection of microgrids and distribution systems with distributed generators
PHA Barra, DV Coury, RAS Fernandes
Renewable and Sustainable Energy Reviews 118, 109524, 2020
Identification of residential load profile in the Smart Grid context
RAS Fernandes, IN Silva, M Oleskovicz
IEEE PES General Meeting, 1-6, 2010
Identificação de fontes de correntes harmônicas por redes neurais artificiais
RAS Fernandes
Universidade de São Paulo, 2009
Data mining-based method to reduce multiple estimation for fault location in radial distribution systems
EA Reche, JV de Sousa, DV Coury, RAS Fernandes
IEEE Transactions on Smart Grid 10 (4), 3612-3619, 2018
Automatic labelling of clusters of discrete and continuous data with supervised machine learning
LA Lopes, VP Machado, RAL Rabêlo, RAS Fernandes, BVA Lima
Knowledge-Based Systems 106, 231-241, 2016
Fault detection in power distribution systems using automated integration of computational intelligence tools
L Zamboni, IN da Silva, LN Soares, RAS Fernandes
IEEE Latin America Transactions 9 (4), 522-527, 2011
Identificação de cargas lineares e não-lineares em sistemas elétricos residenciais usando técnicas para seleção de atributos e redes neurais artificiais
RAS Fernandes, IN Silva, M Oleskovicz
Sba: Controle & Automação Sociedade Brasileira de Automatica 21 (4), 389-405, 2010
Very short-term load forecasting based on NARX recurrent neural networks
LCM de Andrade, M Oleskovicz, AQ Santos, DV Coury, RAS Fernandes
2014 IEEE PES General Meeting| Conference & Exposition, 1-5, 2014
An open-source framework for smart meters: Data communication and security traffic analysis
RT Caropreso, RAS Fernandes, DPM Osorio, IN Silva
IEEE Transactions on Industrial Electronics 66 (2), 1638-1647, 2018
Fuzzy-based approach for power smoothing of a full-converter wind turbine generator using a supercapacitor energy storage
WC de Carvalho, RP Bataglioli, RAS Fernandes, DV Coury
Electric Power Systems Research 184, 106287, 2020
Particle Swarm Optimization-based approach for parameterization of power capacitor models fed by harmonic voltages
G Spavieri, RTM Ferreira, RAS Fernandes, GG Lage, D Barbosa, ...
Applied Soft Computing 56, 55-64, 2017
Comparison between random forest algorithm and j48 decision trees applied to the classification of power quality disturbances
FAS Borges, RAS Fernandes, AM Lucas, IN Silva
Proceedings of the International Conference on Data Science (ICDATA), 146, 2015
Illumination normalization methods for face recognition
MM Mendonça, JG Denipote, RAS Fernandes, MSV Paiva
Proc. of the 20th Brazilian Symposium on Computer Graphics and Image …, 2007
Hall sensors applied as transducers to smart meters in the context of power quality
SD Fugita, RAS Fernandes, M Suetake, IN da Silva
2013 IEEE PES Conference on Innovative Smart Grid Technologies (ISGT Latin …, 2013
Intelligent systems for the detection of internal faults in power transmission transformers
IN da Silva, RA Flauzino
Advances in Expert Systems, 3-27, 2012
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