Juan Vargas-Machuca

Thermodynamic simulation model for predicting the performance of spark ignition engines using biogas as fuel

Mário M. Nunes de Faria, Juan Vargas-Machuca, Sami Massalami Mohammed Elmassalami Ayad et al. · Energy Conversion and Management · 2017 · 48 citations

Engineering, Bioenergy, Combustion Theory +8

Tool wear and remaining useful life (RUL) prediction based on reduced feature set and Bayesian hyperparameter optimization

Fabio C. Zegarra, Juan Vargas-Machuca, Alberto M. Coronado · Production Engineering · 2021 · 21 citations

Engineering, Machine Learning, Data Science +9

Detailed Comparison of Methods for Classifying Bearing Failures Using Noisy Measurements

Juan Vargas-Machuca, Félix García, Alberto M. Coronado · Journal of Failure Analysis and Prevention · 2020 · 19 citations

Reliability, Fault Diagnosis, Condition Monitoring +12

Comparison of CNN and CNN-LSTM Architectures for Tool Wear Estimation

Fabio C. Zegarra, Juan Vargas-Machuca, Alberto M. Coronado · 2021 · 15 citations

Recurrent Neural Network, Engineering, Machine Learning +12

Optimal window size for the extraction of features for tool wear estimation

Alexis J. Casusol, Fabio C. Zegarra, Juan Vargas-Machuca et al. · 2021 · 12 citations

Engineering, Machine Learning, Industrial Engineering +27