Ricardo A. S. Fernandes

35 papers B 9Misc 2Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Ensemble-Based Classifier to Determine the Harmonic Contribution Responsibility Between Utility's Grid and Microgrids.
IEEE Access
Matheus C. Mella, Ricardo A. S. Fernandes, Daniel Barbosa
2025 J jnl
Analytical Phasor-Based Fault Location Enhancement for Wind Farm Collector Networks.
CoRR
Alailton J. Alves Junior, Daniel Barbosa, Ricardo A. S. Fernandes, Denis Vinicius Coury
2025 J jnl
Data-Driven Reduction of Fault Location Errors in Onshore Wind Farm Collectors.
CoRR
A. J. Alves Junior, Moisés J. B. B. Davi, Ricardo A. S. Fernandes, Mário Oleskovicz, Denis Vinicius Coury
2025 J jnl
Design and Performance Assessment of a Virtualized IED for Digital Substations.
CoRR
Alailton J. Alves Junior, Denis Vinicius Coury, Ricardo A. S. Fernandes
2025 J jnl
Enhancing Microgrid Protection With Impedance-Based Blocking: An Embedded Validation on a Dual-Layer Architecture.
IEEE Access
Thiago S. Menezes, Ricardo A. S. Fernandes, Denis Vinicius Coury
2025 B conf
Improving the Identification of Residential Loads Using Deep Transfer Learning Feature Extraction: A Comparative Analysis.
IJCNN
J. S. Corrêa, Diego L. Cavalca, Ricardo A. S. Fernandes
2025 J jnl
Reinforcement Learning Solutions for Microgrid Control and Management: A Survey.
IEEE Access
Pedro I. N. Barbalho, Anderson L. Moraes, Vinícius Albernaz Lacerda, Pedro Henrique Aquino Barra, Ricardo A. S. Fernandes, Denis Vinicius Coury
2023 J jnl
Deep Transfer Learning Strategy to Diagnose Eye-Related Conditions and Diseases: An Approach Based on Low-Quality Fundus Images.
IEEE Access
Gabriel D. A. Aranha, Ricardo A. S. Fernandes, Paulo H. A. Morales
2023 — conf
Dual-Layer Based Microgrid Protection Using Voltage Synchrophasors.
ISGT EUROPE
Thiago S. Menezes, Denis Vinicius Coury, Ricardo A. S. Fernandes
2023 — conf
Hardware-in-the-loop Testing of a Deep Deterministic Policy Gradient Algorithm as a Microgrid Secondary Controller.
ISGT EUROPE
Pedro I. N. Barbalho, Denis Vinicius Coury, Vinícius Albernaz Lacerda, Ricardo A. S. Fernandes
2022 B conf
An Approach Based on DAMICORE Clustering Algorithm to Identify Home Appliances in Overlapping Consumption Scenarios.
SMC
Raphael Zanandréa Moda, Ricardo A. S. Fernandes
2022 B conf
An Approach Based on Feature Engineering and Machine Learning for the Prediction of Child Violence.
SMC
Aníbal T. S. Osses, Ricardo A. S. Fernandes
2021 B conf
Analysis of Technical, Economic and Social Information Features to Predict the Bitcoin Price Direction for Day-Trade Operations.
IJCNN
Dennys C. A. Mallqui, Ricardo A. S. Fernandes
2021 J jnl
Deep Transfer Learning-Based Feature Extraction: An Approach to Improve Nonintrusive Load Monitoring.
IEEE Access
Diego L. Cavalca, Ricardo A. S. Fernandes
2019 J jnl
An Open-Source Framework for Smart Meters: Data Communication and Security Traffic Analysis.
IEEE Trans. Ind. Electron.
Rodrigo de T. Caropreso, Ricardo A. S. Fernandes, Diana Pamela Moya Osorio, Ivan Nunes da Silva
2019 J jnl
Data Mining-Based Method to Reduce Multiple Estimation for Fault Location in Radial Distribution Systems.
IEEE Trans. Smart Grid
Evandro Agostinho Reche, Jeovane Vicente de Sousa, Denis Vinicius Coury, Ricardo A. S. Fernandes
2019 B conf
Methodology Based on Adaboost Algorithm Combined with Neural Network for the Location of Voltage Sag Disturbance.
IJCNN
Fábbio A. S. Borges, Ricardo A. L. Rabêlo, Ricardo A. S. Fernandes, M. A. Araújo
2019 J jnl
Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques.
Appl. Soft Comput.
Dennys C. A. Mallqui, Ricardo A. S. Fernandes
2019 — conf
Recurrence Plot Representation for Multivariate Time-Series Analysis.
SIMBig
Dennys C. A. Mallqui, Ricardo A. S. Fernandes
2018 — conf
An Adaptive Individual Inertia Weight Based on Best, Worst and Individual Particle Performances for the PSO Algorithm.
ICAISC (1)
Guilherme Spavieri, Diego L. Cavalca, Ricardo A. S. Fernandes, Guilherme G. Lage
2018 — conf
Comparative Analysis Between Particle Swarm Optimization Algorithms Applied to Price-Based Demand Response.
ICAISC (1)
Diego L. Cavalca, Guilherme Spavieri, Ricardo A. S. Fernandes
2018 B conf
Gradient-based Mechanism For PSO Algorithm: A Comparative Study On Numerical Benchmarks.
CEC
Diego L. Cavalca, Ricardo A. S. Fernandes
2018 B conf
Hybrid Particle Swarm Algorithm Applied to Flexible Job-Shop Problem.
CEC
Diego L. Cavalca, Ricardo A. S. Fernandes
2017 Misc conf
Feature Extraction-Based Method for Voltage Sag Source Location in the Context of Smart Grids.
DCAI
Fábbio A. S. Borges, Ivan Nunes da Silva, Ricardo A. S. Fernandes
2017 — conf
Gravitational Search Algorithm Applied for Residential Demand Response Using Real-Time Pricing.
PAAMS (Special Sessions)
Guilherme Spavieri, Ricardo A. S. Fernandes, Zita A. Vale
2017 J jnl
Particle Swarm Optimization-based approach for parameterization of power capacitor models fed by harmonic voltages.
Appl. Soft Comput.
Guilherme Spavieri, Ricardo T. M. Ferreira, Ricardo A. S. Fernandes, Guilherme G. Lage, Daniel Barbosa, Mário Oleskovicz
2017 Misc conf
Statistics-Based Approach to Enable Consumer Profile Definition for Demand Response Programs.
DCAI
Ricardo A. S. Fernandes, L. O. Deus, Luis Gomes, Zita A. Vale
2016 J jnl
Adaptive threshold based on wavelet transform applied to the segmentation of single and combined power quality disturbances.
Appl. Soft Comput.
Luciano Carli Moreira de Andrade, Mário Oleskovicz, Ricardo A. S. Fernandes
2016 J jnl
Automatic labelling of clusters of discrete and continuous data with supervised machine learning.
Knowl. Based Syst.
Lucas A. Lopes, Vinícius P. Machado, Ricardo A. L. Rabêlo, Ricardo A. S. Fernandes, Bruno Vicente Alves de Lima
2016 — conf
Classification of Power Quality Disturbances Using Forest Algorithm.
DMBD
Fábbio A. S. Borges, Ivan Nunes da Silva, Ricardo A. S. Fernandes, Lucas Moraes
2016 J jnl
Feature Extraction and Power Quality Disturbances Classification Using Smart Meters Signals.
IEEE Trans. Ind. Informatics
Fábbio A. S. Borges, Ricardo A. S. Fernandes, Ivan Nunes da Silva, Cintia B. S. Silva
2015 J jnl
Maximum and minimum stock price forecasting of Brazilian power distribution companies based on artificial neural networks.
Appl. Soft Comput.
Leonel A. Laboissiere, Ricardo A. S. Fernandes, Guilherme G. Lage
2013 J jnl
Load Profile Identification Interface for Consumer Online Monitoring Purposes in Smart Grids.
IEEE Trans. Ind. Informatics
Ricardo A. S. Fernandes, Ivan Nunes da Silva, Mário Oleskovicz
2012 B conf
Operational planning of hydrothermal systems based on a fuzzy-PSO approach.
IEEE Congress on Evolutionary Computation
Ricardo A. L. Rabêlo, Ricardo A. S. Fernandes, Ivan Nunes da Silva
2011 B conf
An approach based on Takagi-Sugeno Fuzzy Inference System applied to the operation planning of hydrothermal systems.
FUZZ-IEEE
Ricardo A. L. Rabêlo, Ricardo A. S. Fernandes, Adriano A. F. M. Carneiro, Rosana T. V. Braga