Researchers and Former Postgraduate Students

Victor Luiz Merlin
Master's and PhD in Energy - UFABC
Master's Thesis: Methodology for the Determination of an Artificial Neural Network-Based Algorithm for Islanding Detection in Distributed Generation Systems, 2013.
PhD Thesis: Methodology for the Development of Artificial Neural Network-Based Algorithms for Fault Detection, Classification, and Location in HVDC Systems, 2018.

Alex Soto da Silva
Master's and PhD in Energy - UFABC
Master's Thesis: Development of a Prototype Based on Artificial Neural Networks for Remote Voltage Monitoring, 2013.
PhD Thesis: Development and Implementation of an Intelligent Algorithm for Fault Detection and Location in LCC-HVDC Systems, 2019.

Bruno Stabile dos Santos
Master's in Electrical Engineering - UFABC
Master's Thesis: Application of Machine Learning for Protection of Distribution Systems Based on Smart Grids, 2023.

Élio Vicentini
Master's in Energy - UFABC
Master's Thesis: Aspects and Analyses for the Parameterization of Protection in Consumers with Photovoltaic System Installations, 2023.

Joaquim Siqueira de Lima
Master's in Electrical Engineering - UFABC
Master's Thesis: A Study on the Application of Hausdorff Distance in Supporting Fault Identification in Distribution Systems, 2022.

Luiza Buscariolli
Master's in Energy - UFABC
Master's Thesis: Development of Methodologies for the Detection of Islanding in Systems with Photovoltaic Generation, 2022.

Bruno dos Santos Saraiva Silva
Master's in Electrical Engineering - UFABC
Master's Thesis: Correction of the Secondary Waveform of Protection Current Transformers Using Artificial Neural Networks, 2019.

Ricardo Sotero da Silva
Master's in Electrical Engineering - UFABC
Master's Thesis: Application of Artificial Neural Networks in the Detection of Ferroresonance in Inductive Potential Transformers, 2019.

Julio Octavio Arita Torres
Master's in Electrical Engineering - UFABC
Master's Thesis: Artificial Neural Network-Based Algorithm for Protection of Multi-Terminal HVDC Systems, 2018.

Fernanda Soares Vitor Petite
Master's in Electrical Engineering - UFABC
Master's Thesis: Application of Artificial Neural Networks in Fault Detection, Classification, and Location in Power Systems, 2017.

Jair Diaz Barbosa
Master's in Energy - UFABC
Master's Thesis: Methodology for Determining Reliability Indices in Electrical Substations with Emphasis on Social Impacts of Failures, 2015.

Nolman Barros Hartmann
Master's in Electrical Engineering - UFABC
Master's Thesis: Hardware Implementation of an Artificial Neural Network-Based Relay for Islanding Detection in Distributed Generators, 2015.

Isaque da Silva Almeida
Master's in Energy - UFABC
Master's Thesis: Use of FPGA for Implementing a Differential Protection Based on Artificial Neural Networks, 2009.