Publikasjoner og ansvarsområder
Health Index, Risk and Remaining Lifetime Estimation of Power Transformers
A new method for systematically estimating health index, probability of breakdown and remaining life for power transformers is presented. The method combines three basic models; a physical winding degradation model, a health index model based on condition monitoring data combined with expert judgeme...
Maskinlæring for bedre avbruddshåndtering i framtidens smartgrid
MonitorX : summary of results, recommendations for use of results, and suggestions for further work
Renewal planning based on asset health data used in cost-benefit analyses
Use case applying machine-learning techniques for improving operation of the distribution network
This paper discusses the use of machine learning (ML) techniques to improve fault handling in distribution networks. The paper includes a short survey on the use of ML techniques in fault handling and shows that little published work has been done on using weather data and smart metering data as dat...