Monitoring and Control of Electrical Power Systems using Machine Learning Techniques

1. Introduction to Monitoring and control of electrical power systems using machine learning techniques
2. Power quality disturbances in electrical power systems
3. Monitoring and control in electrical power systems
4. Benchmark Test Systems for the Validation of Power Quality Disturbance Studies
5. Advanced signal processing methods for monitoring and control of Electrical Power Systems
6. Monitoring of Electrical Power Systems based on Automatic Learning methods
7. Spatio-Temporal Data-Driving Methods for Monitoring of Electrical Power Systems
8. Data Analytic Applications for Monitoring of Electrical Power Systems
9. Trends in Monitoring and Control of Power Quality in Electrical Power Systems
10. Didactic examples of algorithm implementation

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• Motores eléctricos

power quality disturbance; power quality monitoring; machine learning; data driving algorithms; spatio-temporal algorithms; deep learning; advance signal processing algorithms; distributed generation; renewable sources; microgrids; power control and monitoring; power control; data-driven methods for power control; data-driven methods for power monitoring