Jorge Patricio Chuya Sumba

Deep-Learning Method Based on 1D Convolutional Neural Network for Intelligent Fault Diagnosis of Rotating Machines

Jorge Patricio Chuya Sumba, Luz María Alonso-Valerdi, David I. Ibarra-Zárate · Applied Sciences · 2022 · 36 citations · Full text

Computing, Computer Science, Manufacturing Engineering +17

New Approach based on Autoencoders to Monitor the Tool Wear Condition in HSM

Luis Enrique Escajeda Ochoa, Israel Benjamin Ruiz Quinde, Jorge Patricio Chuya Sumba et al. · IFAC-PapersOnLine · 2019 · 30 citations · Full text

Engineering, Manufacturing Engineering, Mechanical Engineering +17

Prediction of Inconel 718 roughness with acoustic emission using convolutional neural network based regression

David I. Ibarra-Zárate, Luz María Alonso-Valerdi, Jorge Patricio Chuya Sumba et al. · The International Journal of Advanced Manufacturing Technology · 2019 · 29 citations

Engineering, Industrial Engineering, Mechanical Engineering +16

Bearing Fault Diagnosis Based on Optimal Time-Frequency Representation Method

Israel Ruiz Quinde, Jorge Patricio Chuya Sumba, Luis Escajeda Ochoa et al. · IFAC-PapersOnLine · 2019 · 23 citations · Full text

Engineering, Data Science, Biomedical Signal Processing +15