Gabriela Nunes Lopes

Universidade Federal de Minas Gerais — Brazil

Engineering · Physical Sciences

7h-index189citations40works0.62yr avg
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Research Topics

Power Systems Fault Detection(22), Electrical Fault Detection and Protection(14), Lightning and Electromagnetic Phenomena(7), Islanding Detection in Power Systems(6), Machine Fault Diagnosis Techniques(5)

Publications40 total

Metodologia para Rotulação de Estilos de Condução via Dados de Telemetria Veicular: Uma Abordagem Híbrida com Clusterização e Métodos Classificatórios
2025Open Access
A feature selection and generalization analysis for high impedance fault classification based on Support Vector Machine
Electric Power Systems Research·2025
High-Impedance Faults Phase Classification Using Intelligent Algorithms
Journal of Control Automation and Electrical Systems·2025
Investigating Machine Learning Capabilities for Fault Classification and Fault Region Identification in Onshore Wind Farm Collectors
2025
Calibration of the R15i-AST Acoustic Sensor Using an HFCT for Quantitative Partial Discharge
SSRN Electronic Journal·2025Open Access
A Methodology Based on Situational Awareness for Diagnosing the Operation of Active Distribution Systems
SSRN Electronic Journal·2025Open Access
High Impedance Fault Location in Distribution Systems: A Novel Approach With Enhanced Metrics and Intelligent Algorithms
IEEE Access·2025· 1 citedOpen Access
A Feature Selection and Generalization Analysis for High Impedance Fault Classification Based on Support Vector Machine
SSRN Electronic Journal·2025Open Access
Insights and Recommendations for the Assessment and Design of Fault Diagnosis Methods Applied to Modern Distribution Systems
IEEE Access·2025Open Access
High impedance fault detection and location in electrical distribution systems with distributed generation
Digital Library of Theses and Dissertations of the University of São Paulo (Universidade de São Paulo)·2024
Detecção e localização de faltas de alta impedância em sistemas de distribuição de energia elétrica com geração distribuída
2024Open Access
Evaluation of conductor rupture classification metrics using clustering and supervised algorithms
Electric Power Systems Research·2024Open Access
Reliable high impedance fault detection method based on the roughness of the neutral current in active distribution systems
International Journal of Electrical Power & Energy Systems·2024· 7 citedOpen Access
Avaliação do Impacto da Potência da Geração Distribuída em Harmônicos Causados por Faltas de Alta Impedância
2023Open Access
Evaluation of Current Transformers Impact on Harmonics Caused by High Impedance Faults
2023· 1 cited
Comparison of Machine Learning-Based Methods for High Impedance Fault Detection in Distribution Systems
2023· 3 cited
Detecção de Faltas de Alta Impedância Causadas por Contato com Solo e Vegetação em Sistemas de Distribuição Usando Redes Neurais Artificiais
2023
High Impedance Fault Location Methods: Review and Harmonic Selection-Based Analysis
IEEE Open Access Journal of Power and Energy·2023· 14 citedOpen Access
Configuration and Analysis of a High Impedance Fault Simulation Model
Congresso Brasileiro de Automática·2022· 3 citedOpen Access
Evaluation of Metrics to Detect High Impedance Faults Using Real Current Signals
2022 20th International Conference on Harmonics & Quality of Power (ICHQP)·2022· 3 cited
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Frequent Co-authors

José Carlos de Melo Vieira Júnior(24), Luiz H. P. C. Trondoli(8), Arnulfo Barroso de Vasconcellos(7), Maurício Pavani da Silva(7), Thiago S. Menezes(5), Fabrício Parra Santilio(5), Etiane O. P. de Carvalho(4), Teresa Irene Ribeiro de Carvalho Malheiro(4), Gabriela Pessoa Campos(3), Priscila Costa Nascimento(3), Marco Antônio Sartorato Nozela(3), Denis V. Coury(2), Eduardo N. Asada(2), R. P. B. Silva(2), T. I. R. C. Malheiro(2), Moisés J. B. B. Davi(2), Talita M. O. A. Cunha(2), Mário Oleskovicz(2), Gustavo G. Santos(1), Vinícius Albernaz Lacerda(1)