Ronny Francis Ribeiro

Fault detection and diagnosis in electric motors using 1d convolutional neural networks with multi-channel vibration signals

Ronny Francis Ribeiro, Isac Antônio dos Santos Areias, Mateus Mendes Campos et al. · Measurement · 2022 · 183 citations

Engineering, Computer Science, Electrical Engineering +17

Fault Detection and Diagnosis in Electric Motors Using Convolution Neural Network and Short-Time Fourier Transform

Ronny Francis Ribeiro, Isac Antônio dos Santos Areias, Mateus Mendes Campos et al. · Journal of Vibration Engineering & Technologies · 2022 · 57 citations

Engineering, Computer Science, Electrical Engineering +14

Fault classification in three-phase motors based on vibration signal analysis and artificial neural networks

Ronny Francis Ribeiro, Fabrício Alves de Almeida, Guilherme Ferreira Gomes · Neural Computing and Applications · 2020 · 54 citations

Engineering, Computer Science, Mechanical Engineering +17

Fault detection and diagnosis using vibration signal analysis in frequency domain for electric motors considering different real fault types

Ronny Francis Ribeiro, Isac Antônio dos Santos Areias, Guilherme Ferreira Gomes · Sensor Review · 2021 · 38 citations

Engineering, Mechanical Engineering, Condition Assessment +16

Deep multiobjective design optimization of CFRP isogrid tubes using lichtenberg algorithm

João Luiz Junho Pereira, Matheus Brendon Francisco, Ronny Francis Ribeiro et al. · Soft Computing · 2022 · 32 citations

Architecture, Mechanical Engineering, Design Optimization +10