Miguel Alonso González

Miguel Alonso González
  • Professor (Assistant) at University of Oviedo

About

1
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Introduction
Skills and Expertise
Machine Learning
Neural Networks and Artificial Intelligence
Classification
Feature Extraction
Unsupervised Learning
Supervised Learning
Advanced Machine Learning
Data Mining and Knowledge Discovery
Feature Selection
Pattern Recognition
Current institution
University of Oviedo
University of Oviedo
  • Department of Information Technology
  • Oviedo, Spain
Current position
  • Professor (Assistant)

Publications

Publication (1)
FIGURE 1. The signal in the time domain without defects
FIGURE 2. The signal in the time domain with a defect in the ball
FIGURE 3. The signal in the time domain with a defect in the inner track
FIGURE 4. The signal in the time domain with a defect in the outer track
+8 FIGURE 5. Spectrum of the inner track envelope signal and BPFI harmonics
Bearing Fault Diagnosis With Envelope Analysis and Machine Learning Approaches Using CWRU Dataset
Article
Full-text available
  • Jan 2023
Predictive maintenance in machines aims to anticipate failures. In rotating machines, the component that suffers the most wear and tear is the bearings. Currently, based on the Industry 4.0 paradigm, advances have been made in obtaining data, specifically, vibration signals that can be used to predict deterioration using different techniques. In th...
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