STABILE DOS SANTOS, BRUNO ; DOS SANTOS, RICARDO CANELOI ; MESQUITA DA SILVA, ALISSON . Proposal and validation of an SVM-based method for characterizing voltage sags in electrical distribution systems. ELECTRICAL ENGINEERING, v. 108, p. 76, 2026.

MERLIN, VICTOR LUIZ; DOS SANTOS, RICARDO CANELOI; PAVANI, AHDA PIONKOSKI GRILO; VIEIRA, JOSÉ CARLOS MELO. A New Accurate and Robust Method Based on Deep Neural Networks for Fault Location in HVDC Systems. Journal Of Control Automation And Electrical Systems, v. 1, p. 1-16, 2025.. 

BUSCARIOLLI, LUIZA; RICARDO CANELOI; PAVANI, AHDA PIONKOSKI GRILO. Intelligent method for islanding detection of photovoltaic distributed generators based on voltage waveform recognition. Journal of Renewable and Sustainable Energy, v. 17, p. 035302, 2025.

DA SILVA, ALEX SOTO; DOS SANTOS, RICARDO CANELOI; DE ALENCAR, GUILHERME TORRES. An Intelligent Time-Domain ANN-Based Method for Fault Identification in CSC-HVDC Systems. Smart Grids And Sustainable Energy, v. 10, p. 50, 2025.

DE ALENCAR, GUILHERME TORRES ; DOS SANTOS, RICARDO CANELOI ; NEVES, ALINE. A fault recognition method for transmission systems based on independent component analysis and convolutional neural networks. ELECTRIC POWER SYSTEMS RESEARCH, v. 229, p. 110105, 2024. 

VARGAS, RENZO ; BORGES, VICTOR GABRIEL ; VICENTINI, ÉLIO ; DA SILVA BENEDITO, RICARDO ; SANTOS, RICARDO CANELOI ; MELO, JOEL D.. A Novel Methodology for Reducing Excessive Reactive Power Consumption Penalties for Photovoltaic Prosumers. IEEE Access, v. 12, p. 1-1, 2024.

ALENCAR, GUILHERME TORRES DE ; SANTOS, RICARDO CANELOI DOS ; NEVES, ALINE. A new robust approach for fault location in transmission lines using single channel independent component analysis. ELECTRIC POWER SYSTEMS RESEARCH, v. 220, p. 109281, 2023. 

MERLIN, VICTOR LUIZ ; SANTOS, RICARDO CANELOI DOS ; PAVANI, AHDA PIONKOSKI GRILO ; VIEIRA, JOSÉ CARLOS MELO. A frequency spectrum-based method for detecting and classifying faults in HVDC systems. ELECTRIC POWER SYSTEMS RESEARCH, v. 207, p. 107828, 2022. 

ALENCAR, GUILHERME T. ; SANTOS, RICARDO C. ; NEVES, ALINE. Euclidean Distance-Based Method for Fault Detection and Classification in Transmission Lines. Journal Of Control Automation And Electrical Systems, v. 1, p. 1-11, 2022. 

PETITE, FERNANDA SOARES VITOR ; SANTOS, RICARDO CANELOI ; JUNIOR, GIOVANNI MANASSERO ; YANG, QINGQING ; LI, JIANWEI. A comprehensive backup protection for transmission lines based on an intelligent wide-area monitoring system. International Transactions on Electrical Energy Systems, v. 1, p. 1-21, 2021. 

TORRES, J. O. A. ; SANTOS, R.C. ; YANG, Q. ; LI, JIANWEI. Analyses of different approaches for detecting, classifying and locating faults in a three-terminal VSC-HVDC system. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, v. 1, p. 107514, 2021. 

BAI, YUNFEI ; LI, JIANWEI ; HE, HONGWEN ; SANTOS, RICARDO CANELOI DOS ; YANG, QINGQING. Optimal Design of a Hybrid Energy Storage System in a Plug-In Hybrid Electric Vehicle for Battery Lifetime Improvement. IEEE Access, v. 8, p. 142148-142158, 2020. 

YANG, Q. ; LI, JIANWEI ; SANTOS, R. C. ; HUANG, K. ; IGIC, P.. Intelligent Fault Detection and Location Scheme for Modular Multilevel Converter Multiterminal High Voltage Direct Current. High Voltage, v. 1, p. 1-13, 2020.

FERREIRA, ROBERTA R. ; COLORADO, PATRY J. ; GRILO, AHDA P. ; TEIXEIRA, JULIO C. ; SANTOS, RICARDO C.. Method for identification of grid operating conditions for adaptive overcurrent protection during intentional islanding operation. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, v. 105, p. 632-641, 2019. 

SILVA, A. S. ; SANTOS, R.C. ; TORRES, J. O. A. ; COURY, D. V.. An accurate method for fault location in HVDC systems based on pattern recognition of DC voltage signals. ELECTRIC POWER SYSTEMS RESEARCH, v. 170, p. 64-71, 2019.

BARBOSA, JAIR D. ; SANTOS, RICARDO C. ; ROMERO, JESUS F. A. ; ASANO, PATRICIA T. L. ; NETO, ANTONIO V. S. ; CAMARGO, JOÃO B. ; ALMEIDA, JORGE R. ; CUGNASCA, PAULO S.. A methodology for reliability assessment of substations using fault tree and Monte Carlo simulation. ELECTRICAL ENGINEERING, v. 1, p. 1-10, 2019.

VIEIRA, THIAGO CORREIA ; GRILO, AHDA PIONKOSKI ; TEIXEIRA, JULIO CARLOS ; DOS SANTOS, RICARDO CANELOI. Methodology for Assessing the Risk of Unintentional Islanding of Distributed Wind Generators Using Passive Schemes. JOURNAL OF CONTROL, AUTOMATION AND ELECTRICAL SYSTEMS, v. 1, p. 1-14, 2019. 

SANTOS, RICARDO C.; LE BLOND, SIMON ; COURY, DENIS V. ; AGGARWAL, RAJ K.. An Intelligent Backup Scheme for Current Source Converter-High Voltage Direct Current Systems Based on Artificial Neural Networks. ELECTRIC POWER COMPONENTS AND SYSTEMS, v. 45, p. 1-13, 2018. 

MERLIN, VICTOR LUIZ ; SANTOS, RICARDO CANELOI DOS ; LE BLOND, SIMON ; COURY, DENIS VINICIUS. Efficient and robust ANN-based method for an improved protection of VSC-HVDC systems. IET Renewable Power Generation, v. 1, p. 8, 2018. Citações:31|34

BARBOSA, J. D. ; SANTOS, R.C. ; ROMERO, J. F. A. ; LEITE, P. T. ; SILVA NETO, A. V. ; CAMARGO JUNIOR, J. B. ; ALMEIDA JÚNIOR, Jorge Rady de ; CUGNASCA, Paulo Sérgio. Methodology for Reliability Indices Determination in Electric Power Substation. IEEE Latin America Transactions, v. 16, p. 1959-1968, 2018. 

SILVA, ALEX S. ; DOS SANTOS, RICARDO C. ; BOTTURA, FERNANDO B. ; OLESKOVICZ, MÁRIO. Development and evaluation of a prototype for remote voltage monitoring based on artificial neural networks. Engineering Applications of Artificial Intelligence, v. 57, p. 50-60, 2017. 

HARTMANN, N. B. ; SANTOS, R. C. ; PAVANI, A. P. G. ; VIEIRA JUNIOR, J. C. M.. Hardware Implementation and Real-Time Evaluation of an ANN-Based Algorithm for Anti-Islanding Protection of Distributed Generators. IEEE Transactions on Industrial Electronics, v. 65, p. 5051-5059, 2017. 

MERLIN, V.L. ; SANTOS, R.C. ; GRILO, A.P. ; VIEIRA, J.C.M. ; COURY, D.V. ; OLESKOVICZ, M.. A new artificial neural network based method for islanding detection of distributed generators. International Journal of Electrical Power & Energy Systems, v. 75, p. 139-151, 2016. Citações:72|88

SANTOS, RICARDO C.; LE BLOND, SIMON ; COURY, DENIS V. ; AGGARWAL, RAJ K.. A novel and comprehensive single terminal ANN based decision support for relaying of VSC based HVDC links. Electric Power Systems Research (Print), v. 141, p. 333-343, 2016. 

ALMEIDA, ISAQUE S. ; SANTOS, RICARDO C. . DIFFERENTIAL PROTECTION OF TRANSFORMER BASED ON ARTIFICIAL NEURAL NETWORK AND PROGRAMMABLE LOGIC. International Journal of Power and Energy Systems, v. 35, p. 154-160, 2015.

MERLIN, VICTOR LUIZ ; DOS SANTOS, RICARDO CANELOI ; GRILO PAVANI, AHDA PIONKOSKI ; COURY, DENIS VINICIUS ; OLESKOVICZ, MÁRIO ; DE MELO VIEIRA, JOSÉ CARLOS . Artificial Neural Network Based Approach for Anti-islanding Protection of Distributed Generators. Journal of Control, Automation and Electrical Systems, v. 25, p. 339-348, 2014.

SANTOS, R. C.; SENGER, Eduardo Cesar. Transmission lines distance protection using artificial neural networks. International Journal of Electrical Power & Energy Systems, v. 33, p. 721-730, 2011.

ALENCAR, G. T. ; SANTOS, R.C. ; PANAZIO, A. O. N.. Signal Processing Technologies Applied in Smart Grids. Smart Grids - Renewable Energy, Power Electronics, Signal Processing and Communication Systems Applications. 1ed.Switzerland: Springer, 2023, v. 1, p. 299-323.

SANTOS, R. C.. Novos Desafios na Área de Proteção de Modernos Sistemas Elétricos. Perspectivas de Projetos Interdisciplinares em Engenharia. 1ed.Santo André: UFABC, 2022, v. 1, p. 11-26.

SILVA, A. S. ; SANTOS, R. C.. Desenvolvimento de uma técnica para monitoramento remoto de tensão usando redes neurais e instrumentação virtual. ESTUDOS ENERGÉTICOS: uma abordagem interdisciplinar. 1ed.Santo André: UFABC, 2021, v. 1, p. 337-356.

SILVA, A. S. ; SANTOS, R. C. Desenvolvimento e Implementação de Algoritmo Inteligente para Detecção de Faltas em Sistemas LCC-HVDC. ESTUDOS ENERGÉTICOS: uma abordagem interdisciplinar. 1ed.Santo André: UFABC, 2021, v. 1, p. 357-386.

ALENCAR, G. T. ; SANTOS, R. C. ; PANAZIO, A. O. N.. Fault Location Using Independent Component Analysis and Wavelet Transform. Energy and sustainable development: Brazil facing the global challenges of energy transition. 1ed.Santo André: UFABC, 2019, v. 1, p. 69-73.

TORRES, J. O. A. ; SANTOS, R. C. ; SILVA, R. B. ; TRIGOSO, F. B. M.. Algorithm Based on Artificial Neural Networks and Fourth-Level Discrete Wavelet Transform for Islanding Detection in an AC Grid with Photovoltaic Generation System. Energy and sustainable development: Brazil facing the global challenges of energy transition. 1ed.Santos André: UFABC, 2019, v. 1, p. 80-85.

MERLIN, V. L. ; SANTOS, R.C. ; PAVANI, A. P. G.. Estudo sobre a Aplicação de Redes Neurais Artificiais na Detecção de Ilhamento de Geradores Distribuídos. Questões sobre Energia. 1ed.São Paulo: Interciência Ltda, 2017, v. , p. 219-236.

ALMEIDA, I. S. ; SANTOS, R. C.. Utilização de Lógica Programável para a Implementação de uma Proteção Diferencial Inteligente para Transformadores de Potência. Questões sobre Energia. 1ed.São Paulo: Interciência, 2017, v. , p. 175-199.

Estimação de Parâmetros de Linhas de Transmissão usando Simulações em Tempo Real. In: XXV Congresso Brasileiro de Automática, 2024, Rio de Janeiro. XXV CBA, 2024. p. 1-6.

Discrete Wavelet Transform for Islanding Detection of Photovoltaic Distributed Generators. In: IEEE URUCON, 2024, Montevidéu. IEEE URUCON, 2024. p. 1-5.

Algorithm based on Euclidean Distance for Detecting Faults in Transmission Lines. In: XV Latin-American Congress on Electricity Generation and Transmission de Energia Elétrica, 2024, Mar del Plata. CLAGTEE, 2024. p. 1-6.

New ANN-Based Method for Islanding Detection in Distribution Systems with PV Generation. In: 2023 IEEE PES Innovative Smart Grid Technologies Latin America, San Juan. ISGT - LA, 2023. p. 365-369.

MMC-Based VSC-HVDC Link Fault Protection Using Short-Time Fourier Transform. In: IEEE/IAS International Conference on Industry Applications, São Paulo. INDUSCON, 2023. p. 1-7.

Methodology for Training Artificial Neural Networks for Islanding Detection of Photovoltaic Distributed Generators. In: Intelligent Systems Conference, Amsterdam. IntelliSys, 2022. v. 544. p. 427-441.

Artificial Neural Networks for Voltage Sag Detection and Classification in Distribution Systems. In: The XIV Latin-American Congress on Electricity Generation and Transmission, 2022, Rio de Janeiro. CLAGTEE, 2022.

Fault location using wavelet transform and independent component analysis. In: IEEE Chilean Conference on Electrical, Electronics Engineering, information and Communication Technologies, Valparaiso, Chile, 2019.

New method Based on wavelet transform and ANN for multiterminal HVDC system protection. In: 13th IEEE PES PowerTech Conference, Milan, Italy, 2019.

An ANN-based algorithm for fault detection and location in MTDC systems. In: VII SBSE - Brazilian Symposium on Electrical Systems, Rio de Janeiro, Brazil, 2018.

A comparison of new methods based on ANNs for detecting and locating faults in MTDC systems. In: International Conference on Smart Energy Systems and Technologies (SEST), Sevilha, Spain, 2018.

A scheme based on ANNs for single-phase fault location in distribution systems with DG. In: 12th IEEE PES PowerTech Conference, Manchester, UK, 2017.

Method for adaptive overcurrent protection of distribution systems with distributed synchronous generators. In: IEEE/PES General Meeting, Denver, USA, 2015.

Adaptive phasor estimators based on recursive least-squares. In: 10th IEEE PES PowerTech Conference, Grenoble, France, 2013.

OBS: A lista completa de trabalhos em eventos pode ser acessada pelo link: http://lattes.cnpq.br/1277989540271729