Cognitive computation for Deviation detection in Fleet of City Buses

Submitted by erantone
on Wed, 12/09/2015 - 16:21

With Prof. Thorsteinn Rögnvaldsson, from Halmstad University, Sweden, we are looking at how Reservoir Computing can help in deviation detection in a fleet of Swedish city buses using a signal from the air tank pressure from the buses in order to predict when a bus is going to break well in advance.

Video from the project at Halmstad University:

 

 

 

Related Publications: 

Predicting Air Compressor Failures with Echo State Networks

Submitted by erantone
on Fri, 09/30/2016 - 20:05
Fan Y, Nowaczyk S, Rögnvaldsson T, Antonelo EA.  2016.  Predicting Air Compressor Failures with Echo State Networks. Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016.
Project tags: 
Aprendizagem de Máquina
Artificial Intelligence
Machine Learning
Research
Tag: 
Portfolio
Research area: 
Prognostics and Predictive Maintenance
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