Anomaly Detection in Conditioning Procedures

In this report, we summarize our approach to find anomalies in conditioning procedures with an LSTM autoencoder. The data we used for our analysis was taken from experiments on high DC voltage breakdown between stainless steel electrodes separated by long vacuum gaps conducted at the High Voltage Pa...

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Detalles Bibliográficos
Autores principales: Hofmann-Wellenhof, Martin, Obermair, Christoph
Lenguaje:eng
Publicado: 2022
Materias:
Engineering
Acceso en línea:http://cds.cern.ch/record/2827007
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author Hofmann-Wellenhof, Martin
Obermair, Christoph
author_facet Hofmann-Wellenhof, Martin
Obermair, Christoph
author_sort Hofmann-Wellenhof, Martin
collection CERN
description In this report, we summarize our approach to find anomalies in conditioning procedures with an LSTM autoencoder. The data we used for our analysis was taken from experiments on high DC voltage breakdown between stainless steel electrodes separated by long vacuum gaps conducted at the High Voltage Padova Test Facility.
id cern-2827007
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
record_format invenio
spelling cern-28270072022-09-27T19:47:13Zhttp://cds.cern.ch/record/2827007engHofmann-Wellenhof, MartinObermair, ChristophAnomaly Detection in Conditioning ProceduresEngineeringIn this report, we summarize our approach to find anomalies in conditioning procedures with an LSTM autoencoder. The data we used for our analysis was taken from experiments on high DC voltage breakdown between stainless steel electrodes separated by long vacuum gaps conducted at the High Voltage Padova Test Facility.CERN-OPEN-2022-010oai:cds.cern.ch:28270072022-02-16
spellingShingle Engineering
Hofmann-Wellenhof, Martin
Obermair, Christoph
Anomaly Detection in Conditioning Procedures
title Anomaly Detection in Conditioning Procedures
title_full Anomaly Detection in Conditioning Procedures
title_fullStr Anomaly Detection in Conditioning Procedures
title_full_unstemmed Anomaly Detection in Conditioning Procedures
title_short Anomaly Detection in Conditioning Procedures
title_sort anomaly detection in conditioning procedures
topic Engineering
url http://cds.cern.ch/record/2827007
work_keys_str_mv AT hofmannwellenhofmartin anomalydetectioninconditioningprocedures
AT obermairchristoph anomalydetectioninconditioningprocedures

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