An approach based on Takagi-Sugeno Fuzzy Inference System applied to the operation planning of hydrothermal systems. - Ricardo A. L. Rabêlo; Ricardo A. S. Fernandes; Adriano A. F. M. Carneiro; Rosana T. V. Braga (FUZZ-IEEE, 2011)

Operational planning of hydrothermal systems based on a fuzzy-PSO approach. - Ricardo A. L. Rabêlo; Ricardo A. S. Fernandes; Ivan Nunes da Silva (IEEE Congress on Evolutionary Computation, 2012)

Load Profile Identification Interface for Consumer Online Monitoring Purposes in Smart Grids. - Ricardo A. S. Fernandes; Ivan Nunes da Silva; Mário Oleskovicz (IEEE Trans. Ind. Informatics, 2013)

Maximum and minimum stock price forecasting of Brazilian power distribution companies based on artificial neural networks. - Leonel A. Laboissiere; Ricardo A. S. Fernandes; Guilherme G. Lage (Appl. Soft Comput., 2015)

Classification of Power Quality Disturbances Using Forest Algorithm. - Fábbio A. S. Borges; Ivan Nunes da Silva; Ricardo A. S. Fernandes; Lucas Moraes (DMBD, 2016)

Adaptive threshold based on wavelet transform applied to the segmentation of single and combined power quality disturbances. - Luciano Carli Moreira de Andrade; Mário Oleskovicz; Ricardo A. S. Fernandes (Appl. Soft Comput., 2016)

Automatic labelling of clusters of discrete and continuous data with supervised machine learning. - Lucas A. Lopes; Vinícius P. Machado; Ricardo A. L. Rabêlo; Ricardo A. S. Fernandes; Bruno Vicente Alves de Lima (Knowl. Based Syst., 2016)

Feature Extraction and Power Quality Disturbances Classification Using Smart Meters Signals. - Fábbio A. S. Borges; Ricardo A. S. Fernandes; Ivan Nunes da Silva; Cintia B. S. Silva (IEEE Trans. Ind. Informatics, 2016)

Feature Extraction-Based Method for Voltage Sag Source Location in the Context of Smart Grids. - Fábbio A. S. Borges; Ivan Nunes da Silva; Ricardo A. S. Fernandes (DCAI, 2017)

Statistics-Based Approach to Enable Consumer Profile Definition for Demand Response Programs. - Ricardo A. S. Fernandes; L. O. Deus; Luis Gomes 001; Zita A. Vale (DCAI, 2017)

Gravitational Search Algorithm Applied for Residential Demand Response Using Real-Time Pricing. - Guilherme Spavieri; Ricardo A. S. Fernandes; Zita A. Vale (PAAMS (Special Sessions), 2017)

Particle Swarm Optimization-based approach for parameterization of power capacitor models fed by harmonic voltages. - Guilherme Spavieri; Ricardo T. M. Ferreira; Ricardo A. S. Fernandes; Guilherme G. Lage; Daniel Barbosa 002; Mário Oleskovicz (Appl. Soft Comput., 2017)

Hybrid Particle Swarm Algorithm Applied to Flexible Job-Shop Problem. - Diego L. Cavalca; Ricardo A. S. Fernandes (CEC, 2018)

Gradient-based Mechanism For PSO Algorithm: A Comparative Study On Numerical Benchmarks. - Diego L. Cavalca; Ricardo A. S. Fernandes (CEC, 2018)

Comparative Analysis Between Particle Swarm Optimization Algorithms Applied to Price-Based Demand Response. - Diego L. Cavalca; Guilherme Spavieri; Ricardo A. S. Fernandes (ICAISC (1), 2018)

An Adaptive Individual Inertia Weight Based on Best, Worst and Individual Particle Performances for the PSO Algorithm. - Guilherme Spavieri; Diego L. Cavalca; Ricardo A. S. Fernandes; Guilherme G. Lage (ICAISC (1), 2018)

Methodology Based on Adaboost Algorithm Combined with Neural Network for the Location of Voltage Sag Disturbance. - Fábbio A. S. Borges; Ricardo A. L. Rabêlo; Ricardo A. S. Fernandes; M. A. Araújo (IJCNN, 2019)

Recurrence Plot Representation for Multivariate Time-Series Analysis. - Dennys C. A. Mallqui; Ricardo A. S. Fernandes (SIMBig, 2019)

Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques. - Dennys C. A. Mallqui; Ricardo A. S. Fernandes (Appl. Soft Comput., 2019)

An Open-Source Framework for Smart Meters: Data Communication and Security Traffic Analysis. - Rodrigo de T. Caropreso; Ricardo A. S. Fernandes; Diana Pamela Moya Osorio; Ivan Nunes da Silva (IEEE Trans. Ind. Electron., 2019)

Data Mining-Based Method to Reduce Multiple Estimation for Fault Location in Radial Distribution Systems. - Evandro Agostinho Reche; Jeovane Vicente de Sousa; Denis Vinicius Coury; Ricardo A. S. Fernandes (IEEE Trans. Smart Grid, 2019)

Analysis of Technical, Economic and Social Information Features to Predict the Bitcoin Price Direction for Day-Trade Operations. - Dennys C. A. Mallqui; Ricardo A. S. Fernandes (IJCNN, 2021)

Deep Transfer Learning-Based Feature Extraction: An Approach to Improve Nonintrusive Load Monitoring. - Diego L. Cavalca; Ricardo A. S. Fernandes (IEEE Access, 2021)

An Approach Based on DAMICORE Clustering Algorithm to Identify Home Appliances in Overlapping Consumption Scenarios. - Raphael Zanandréa Moda; Ricardo A. S. Fernandes (SMC, 2022)

An Approach Based on Feature Engineering and Machine Learning for the Prediction of Child Violence. - Aníbal T. S. Osses; Ricardo A. S. Fernandes (SMC, 2022)

Harmonic Source Location and Identification in Radial Distribution Feeders: An Approach Based on Particle Swarm Optimization Algorithm. - Ricardo Augusto Souza Fernandes; Mário Oleskovicz; Ivan Nunes da Silva (IEEE Trans. Ind. Informatics, 2022)

Hardware-in-the-loop Testing of a Deep Deterministic Policy Gradient Algorithm as a Microgrid Secondary Controller. - Pedro I. N. Barbalho; Denis Vinicius Coury; Vinícius Albernaz Lacerda; Ricardo A. S. Fernandes (ISGT EUROPE, 2023)

Dual-Layer Based Microgrid Protection Using Voltage Synchrophasors. - Thiago S. Menezes; Denis Vinicius Coury; Ricardo A. S. Fernandes (ISGT EUROPE, 2023)

Deep Transfer Learning Strategy to Diagnose Eye-Related Conditions and Diseases: An Approach Based on Low-Quality Fundus Images. - Gabriel D. A. Aranha; Ricardo A. S. Fernandes; Paulo H. A. Morales (IEEE Access, 2023)

A Comprehensive Survey and Future Directions on Optimising Sustainable Urban Mobility. - Tatiane Borchers; Dirk Wittowsky; Ricardo Augusto Souza Fernandes (IEEE Access, 2024)

Improving the Identification of Residential Loads Using Deep Transfer Learning Feature Extraction: A Comparative Analysis. - J. S. Corrêa; Diego L. Cavalca; Ricardo A. S. Fernandes (IJCNN, 2025)

Reinforcement Learning Solutions for Microgrid Control and Management: A Survey. - Pedro I. N. Barbalho; Anderson L. Moraes; Vinícius Albernaz Lacerda; Pedro Henrique Aquino Barra; Ricardo A. S. Fernandes; Denis Vinicius Coury (IEEE Access, 2025)

Adaptive Hybrid Tripping Microgrid Protection Strategy With Embedded Hardware Validation. - Pedro Henrique Aquino Barra; Ricardo Augusto Souza Fernandes; Denis Vinicius Coury (IEEE Access, 2025)

An Ensemble-Based Classifier to Determine the Harmonic Contribution Responsibility Between Utility's Grid and Microgrids. - Matheus C. Mella; Ricardo A. S. Fernandes; Daniel Barbosa 002 (IEEE Access, 2025)

Enhancing Microgrid Protection With Impedance-Based Blocking: An Embedded Validation on a Dual-Layer Architecture. - Thiago S. Menezes; Ricardo A. S. Fernandes; Denis Vinicius Coury (IEEE Access, 2025)