Aryfrance Rocha Almeida
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Aryfrance Rocha Almeida has a total of 19 co-authors. Here are the top co-authors by number of shared publications:
- Bartolomeu Ferreira dos Santos Junior
Departamento de Engenharia Elétrica, Universidade Federal do Piauí, Teresina, Brazil
2 shared publications - Danton Diego Ferreira
Department of Automatic, Federal University of Lavras, Lavras, Brazil
2 shared publications - Camila Sousa Oliveira
Universidade Federal do Piauí
1 shared publication - Danilo Pinto Moreira de Souza
Computational Modeling Program, UFJF, Juiz de Fora, Brazil
1 shared publication - Dianiele Gomes da Silva
Departamento de Engenharia Elétrica, Centro Universitário Santo Agostinho, PI
1 shared publication - Eliane da Silva Christo
Universidade Federal Fluminense
1 shared publication
Latest Publications
- 3 May 2025
- Published by Springer Nature in Computational and Applied Mathematics
- Vol. 44 (5) , 1-21
A new random convolutional Kernel-based system for transmission line fault classification
- 3 May 2025
- Published by Springer Nature in Computational and Applied Mathematics
- Vol. 44 (5) , 1-21
A new random convolutional Kernel-based system for transmission line fault classification
- Open Access
- 30 July 2024
- Published by Springer Nature in Research Square
Automatic Generation of a Fault Database in Electrical Power Distribution Networks Using ATPDraw/ATP
Fault location in electric power distribution networks is essential to improve the continuity and quality of the power supply. Among the fault location methods, those based on artificial intelligence are less sensitive to noise in the input data and considerably more accurate compared to other methods. However, these methods require a substantial amount of training data. Thus, this study proposes a method to automatically generate a fault database for faults in electric power distribution networks using ATPDraw/ATP software and the Python programming language. The IEEE34 bus system was used to validate the proposed method, resulting in a fault database, made available to the scientific community, with 6700 files containing different types of faults, incidence angles, and fault resistances.
- 30 July 2024
- Published by Springer Nature in Research Square
Open AccessAutomatic Generation of a Fault Database in Electrical Power Distribution Networks Using ATPDraw/ATP
Fault location in electric power distribution networks is essential to improve the continuity and quality of the power supply. Among the fault location methods, those based on artificial intelligence are less sensitive to noise in the input data and considerably more accurate compared to other methods. However, these methods require a substantial amount of training data. Thus, this study proposes a method to automatically generate a fault database for faults in electric power distribution networks using ATPDraw/ATP software and the Python programming language. The IEEE34 bus system was used to validate the proposed method, resulting in a fault database, made available to the scientific community, with 6700 files containing different types of faults, incidence angles, and fault resistances.
- Open Access
- 18 October 2023
- Published by SWGE Sistemas Ltda in Anais Do Vi Simpósio Brasileiro de Sistemas Elétricos
- Vol. 1 (2)
Programas de Resposta da Demanda: Conceitos e Aplicações
This article aims to describe Brazil’s experience with Demand Response (DR) programs, focusing on their characteristics and benefits. DR programs have enormous potential to assist in meeting the growing demand for electrical energy, providing greater flexibility, efficiency and reliability to the electrical system. To better identify possible improvements that can be implemented in existing programs in Brazil, an overview of international experiences with these programs is presented.
- 18 October 2023
- Published by SWGE Sistemas Ltda in Anais Do Vi Simpósio Brasileiro de Sistemas Elétricos
- Vol. 1 (2)
Open AccessProgramas de Resposta da Demanda: Conceitos e Aplicações
This article aims to describe Brazil’s experience with Demand Response (DR) programs, focusing on their characteristics and benefits. DR programs have enormous potential to assist in meeting the growing demand for electrical energy, providing greater flexibility, efficiency and reliability to the electrical system. To better identify possible improvements that can be implemented in existing programs in Brazil, an overview of international experiences with these programs is presented.
- 5 November 2021
- Published by Springer Nature in Journal of Control, Automation and Electrical Systems
- Vol. 33 (2) , 598-609
Fault Classification in Transmission Lines Using Random Forest and Notch Filter
- 5 November 2021
- Published by Springer Nature in Journal of Control, Automation and Electrical Systems
- Vol. 33 (2) , 598-609
Fault Classification in Transmission Lines Using Random Forest and Notch Filter
- Open Access
Location of Faults in Power Transmission Lines Using the ARIMA Method
One of the major problems in transmission lines is the occurrence of failures that affect the quality of the electric power supplied, as the exact localization of the fault must be known for correction. In order to streamline the work of maintenance teams and standardize services, this paper proposes a method of locating faults in power transmission lines by analyzing the voltage oscillographic signals extracted at the line monitoring terminals. The developed method relates time series models obtained specifically for each failure pattern. The parameters of the autoregressive integrated moving average (ARIMA) model are estimated in order to adjust the voltage curves and calculate the distance from the initial fault localization to the terminals. Simulations of the failures are performed through the ATPDraw (5.5) software and the analyses were completed using the RStudio (1.0.143) software. The results obtained with respect to the failures, which did not involve earth return, were satisfactory when compared with widely used techniques in the literature, particularly when the fault distance became larger in relation to the beginning of the transmission line.Open AccessLocation of Faults in Power Transmission Lines Using the ARIMA Method
One of the major problems in transmission lines is the occurrence of failures that affect the quality of the electric power supplied, as the exact localization of the fault must be known for correction. In order to streamline the work of maintenance teams and standardize services, this paper proposes a method of locating faults in power transmission lines by analyzing the voltage oscillographic signals extracted at the line monitoring terminals. The developed method relates time series models obtained specifically for each failure pattern. The parameters of the autoregressive integrated moving average (ARIMA) model are estimated in order to adjust the voltage curves and calculate the distance from the initial fault localization to the terminals. Simulations of the failures are performed through the ATPDraw (5.5) software and the analyses were completed using the RStudio (1.0.143) software. The results obtained with respect to the failures, which did not involve earth return, were satisfactory when compared with widely used techniques in the literature, particularly when the fault distance became larger in relation to the beginning of the transmission line. - Open Access
- 13 December 2016
- Published by Associação Brasileira de Energia Solar in Anais Congresso Brasileiro de Energia Solar - CBENS
- p. 1-8
ALTERNATIVAS DE INSTALAÇÃO DE SISTEMAS FOTOVOLTAICOS
This paper presents a study of alternatives for Photovoltaic Systems installations at electrical engineering Building - UFPI. Three types of systems are proposed a Grid-connected PV systems without battery, a Stand-Alone Photovoltaic System for Energy Backup and, a Grid-connected PV systems with battery or mixed Photovoltaic System, as result from combination of the two systems mentioned above. The sizing calculations and the savings generated in the monthly energy consumption of the building are presented for each of the proposals, approximately 45% for the Stand-Alone Photovoltaic System for Energy Backup, 61% for the Grid-connected PV systems without battery and, 80,52% for the mixed Photovoltaic System. Este artigo apresenta um estudo de alternativas de instalação de Sistemas Fotovoltaicos no bloco de Engenharia Elétrica da Universidade Federal do Piauí (UFPI). São propostos três tipos de Sistemas, um Sistema Fotovoltaico Conectado à Rede sem armazenamento de energia (SFCR), um Sistema Fotovoltaico Isolado para Backup de Energia e por fim um Sistema Fotovoltaico Conectado à Rede com armazenamento de energia ou Sistema Misto, resultado da combinação dos dois sistemas citados anteriormente. São apresentados os cálculos de dimensionamento, bem suas respectivas taxas de economia geradas, sendo de aproximadamente 45% para o Sistema Fotovoltaico Isolado para Backup de Energia, 61% para o Sistema Fotovoltaico conectado à Rede sem armazenamento de energia (SFCR), e de 80,52% para a configuração de Sistema Misto.
- 13 December 2016
- Published by Associação Brasileira de Energia Solar in Anais Congresso Brasileiro de Energia Solar - CBENS
- p. 1-8
Open AccessALTERNATIVAS DE INSTALAÇÃO DE SISTEMAS FOTOVOLTAICOS
This paper presents a study of alternatives for Photovoltaic Systems installations at electrical engineering Building - UFPI. Three types of systems are proposed a Grid-connected PV systems without battery, a Stand-Alone Photovoltaic System for Energy Backup and, a Grid-connected PV systems with battery or mixed Photovoltaic System, as result from combination of the two systems mentioned above. The sizing calculations and the savings generated in the monthly energy consumption of the building are presented for each of the proposals, approximately 45% for the Stand-Alone Photovoltaic System for Energy Backup, 61% for the Grid-connected PV systems without battery and, 80,52% for the mixed Photovoltaic System. Este artigo apresenta um estudo de alternativas de instalação de Sistemas Fotovoltaicos no bloco de Engenharia Elétrica da Universidade Federal do Piauí (UFPI). São propostos três tipos de Sistemas, um Sistema Fotovoltaico Conectado à Rede sem armazenamento de energia (SFCR), um Sistema Fotovoltaico Isolado para Backup de Energia e por fim um Sistema Fotovoltaico Conectado à Rede com armazenamento de energia ou Sistema Misto, resultado da combinação dos dois sistemas citados anteriormente. São apresentados os cálculos de dimensionamento, bem suas respectivas taxas de economia geradas, sendo de aproximadamente 45% para o Sistema Fotovoltaico Isolado para Backup de Energia, 61% para o Sistema Fotovoltaico conectado à Rede sem armazenamento de energia (SFCR), e de 80,52% para a configuração de Sistema Misto.