Author:Helon Ayala

Publications
Wind Turbine Bearing Anomaly Detection Using CMMS Data and Machine Learning Gabriel Freitas Santos, Helon Vicente Hultmann Ayala, Florian Alain Yannick Pradelle and Paula Aida Sesini EasyChair Preprint 15256
Ensemble Models Based on System Identification and Machine Learning for Downhole Pressure Simulations Daniel de Marins and Helon Ayala EasyChair Preprint 11115

Keyphrases

Artificial Neural Network, Bearing, Condensed Nearest Neighbor (CNN), Condition Monitoring Management System (CMMS), Ensemble, hybrid model, machine learning, NARX, Principal Component Analysis (PCA), production data, production simulation, Support Vector Machine (SVM), Volve field, wind turbine.