The student who successfully completes the course will demonstrate a solid knowledge of the techniques for the diagnosis and condition monitoring of equipment and electrical systems, as power transformers, rotating electrical machines, power cables etc. These include advanced knowledge of signal processing techniques, and computational intelligence methods as neural networks, fuzzy systems and optimization algorithms. The student will also be able to program algorithms related to the application of the studied methods in the Matlab environment.