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Project information

Machine Learning Course

A. Muñoz E.F. Sánchez-Úbeda J. Portela M.A. Sanz-Bobi

May 2019 - July 2019

Funding entity Endesa S.A.

The objective of this course is to put in practice Machine Learning techniques for defining a Data-Driven Maintenance strategy.

For this purpose, a real operation and maintenance problem related to the thermal process variables and the environmental emissions of different diesel power plants has been selected in close collaboration with the maintenance staff of Endesa.

This problem will be used as a practical case that should be analyzed in a collaborative way by the participants of the course, organized in groups and under the supervision of the teachers of the course. The course will end with a public presentation of the proposed solutions.

    Research topics:
  • *Forecasting and data mining