Sergio Martin Del Campo Barraza

About me

Brief Information

I am a post-doc at the EISLAB External link. division of the department of Computer Science, Electrical and Space Engineering. Simultaneously, I belong to the SKF-LTU University Technology Center External link. for advanced condition monitoring.

Currently, I focus on ​the use of machine learning to the analysis of time wave signals on condition monitoring applications. In particular, the diagnosis of rotating machinery (i.e. wind turbines) using methods that could be implemented in resource constrained devices.

My research interests include:

• Machine intelligence
• Sparse coding
• Dictionary learning
• Anomaly detection
• Time series analysis
• Bio-inspired computation

History

I was born 1983 in Guadalajara, Mexico. I received my BSc in Mechatronic Engineering from the Monterrey Institute of Technology and Higher Education (ITESM), Campus Guadalajara in 2007. During 2007 to 2010, I worked as Design Engineer of Electrical Systems at GE-Aviation. I started my master degree education in 2010 with an Erasmus Mundus scholarship from the European Comission. I received my double degree of MSc in Space Science and Technology in 2012 from Luleå University of Technology and Julius Maximilians University of Würzburg. I started as a PhD student at Luleå University of Technology in 2013 and received my PhD degree in 2017. The main focus of my PhD was the use of machine learning on industrial applications.

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