Detecting Performance Outliers in Fuel Cell Backup Power Systems

Simon Heindorf Sønderskov, Dean Rasmussen, Jakob Ilsøe, Daniel Blom-Hansen, Stig Munk-Nielsen

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1 Citationer (Scopus)

Abstract

Fuel cell based backup power systems are finding application in telecommunication applications. Due to the criticality of the application, as well as the effort of keeping operating costs low, appropriate maintenance strategies are of high importance. This paper investigates key performance indicators, derived from numerous fuel cell based backup systems, installed in the field. The methods of principal component analysis and local outlier factor are applied to the KPIs, in order to identify systems that are performing differently from the majority of the systems. These underperforming systems can then be examined closer to identify potential problems.
OriginalsprogEngelsk
Titel2019 21st European Conference on Power Electronics and Applications (EPE '19 ECCE Europe)
ForlagIEEE
Publikationsdatosep. 2019
Artikelnummer8915057
ISBN (Trykt)978-1-7281-2361-5
DOI
StatusUdgivet - sep. 2019
Begivenhed2019 21st European Conference on Power Electronics and Applications (EPE '19 ECCE Europe) - Genova, Italy
Varighed: 3 sep. 20195 sep. 2019

Konference

Konference2019 21st European Conference on Power Electronics and Applications (EPE '19 ECCE Europe)
LokationGenova, Italy
Periode03/09/201905/09/2019

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