Remaining Useful Life Estimation for Air Filters at a Nuclear Power Plant

Olli Saarela, J.E. Hulsund (Corresponding author), Aimo Taipale, M. Hegle

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Abstract

    The exhaust ventilation air from nuclear power plants and other nuclear facilities is carefully filtered, as aerosols are a potential vector of contamination. Monitoring the condition of the air filters improves radiation safety. In this paper the progression of differential pressures over air filters at a nuclear research reactor have been studied. Technical properties and possible environmental influences have been checked in order to understand the variation of the pressure over time. The differential pressure has been decomposed into different components as a result of an analysis of environmental conditions. The gradually increasing component, representing gradual accumulation of aerosol particles in the filter, is modeled as a gamma process and an estimate for determining the remaining useful life of the air filters has been computed.
    Original languageEnglish
    Title of host publicationProceedings of Second European Conference of the Prognostics and Health Management Society, PHME 2014
    PublisherPHM Society
    Pages75-81
    ISBN (Print)978-1-936263-16-5
    Publication statusPublished - 2014
    MoE publication typeA4 Article in a conference publication
    Event2nd European Conference of the Prognostics and Health Management Society 2014, PHME '14 - Nantes, France
    Duration: 8 Jul 201410 Jul 2014

    Conference

    Conference2nd European Conference of the Prognostics and Health Management Society 2014, PHME '14
    Abbreviated titlePHME '14
    CountryFrance
    CityNantes
    Period8/07/1410/07/14

    Fingerprint

    Air filters
    Nuclear power plants
    Aerosols
    Ventilation exhausts
    Research reactors
    Particles (particulate matter)
    Contamination
    Radiation
    Monitoring
    Air

    Keywords

    • remaining useful life
    • air filters
    • nuclear reactors
    • condition-based maintenance

    Cite this

    Saarela, O., Hulsund, J. E., Taipale, A., & Hegle, M. (2014). Remaining Useful Life Estimation for Air Filters at a Nuclear Power Plant. In Proceedings of Second European Conference of the Prognostics and Health Management Society, PHME 2014 (pp. 75-81). PHM Society.
    Saarela, Olli ; Hulsund, J.E. ; Taipale, Aimo ; Hegle, M. / Remaining Useful Life Estimation for Air Filters at a Nuclear Power Plant. Proceedings of Second European Conference of the Prognostics and Health Management Society, PHME 2014 . PHM Society, 2014. pp. 75-81
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    abstract = "The exhaust ventilation air from nuclear power plants and other nuclear facilities is carefully filtered, as aerosols are a potential vector of contamination. Monitoring the condition of the air filters improves radiation safety. In this paper the progression of differential pressures over air filters at a nuclear research reactor have been studied. Technical properties and possible environmental influences have been checked in order to understand the variation of the pressure over time. The differential pressure has been decomposed into different components as a result of an analysis of environmental conditions. The gradually increasing component, representing gradual accumulation of aerosol particles in the filter, is modeled as a gamma process and an estimate for determining the remaining useful life of the air filters has been computed.",
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    Saarela, O, Hulsund, JE, Taipale, A & Hegle, M 2014, Remaining Useful Life Estimation for Air Filters at a Nuclear Power Plant. in Proceedings of Second European Conference of the Prognostics and Health Management Society, PHME 2014 . PHM Society, pp. 75-81, 2nd European Conference of the Prognostics and Health Management Society 2014, PHME '14, Nantes, France, 8/07/14.

    Remaining Useful Life Estimation for Air Filters at a Nuclear Power Plant. / Saarela, Olli; Hulsund, J.E. (Corresponding author); Taipale, Aimo; Hegle, M.

    Proceedings of Second European Conference of the Prognostics and Health Management Society, PHME 2014 . PHM Society, 2014. p. 75-81.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    N2 - The exhaust ventilation air from nuclear power plants and other nuclear facilities is carefully filtered, as aerosols are a potential vector of contamination. Monitoring the condition of the air filters improves radiation safety. In this paper the progression of differential pressures over air filters at a nuclear research reactor have been studied. Technical properties and possible environmental influences have been checked in order to understand the variation of the pressure over time. The differential pressure has been decomposed into different components as a result of an analysis of environmental conditions. The gradually increasing component, representing gradual accumulation of aerosol particles in the filter, is modeled as a gamma process and an estimate for determining the remaining useful life of the air filters has been computed.

    AB - The exhaust ventilation air from nuclear power plants and other nuclear facilities is carefully filtered, as aerosols are a potential vector of contamination. Monitoring the condition of the air filters improves radiation safety. In this paper the progression of differential pressures over air filters at a nuclear research reactor have been studied. Technical properties and possible environmental influences have been checked in order to understand the variation of the pressure over time. The differential pressure has been decomposed into different components as a result of an analysis of environmental conditions. The gradually increasing component, representing gradual accumulation of aerosol particles in the filter, is modeled as a gamma process and an estimate for determining the remaining useful life of the air filters has been computed.

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    Saarela O, Hulsund JE, Taipale A, Hegle M. Remaining Useful Life Estimation for Air Filters at a Nuclear Power Plant. In Proceedings of Second European Conference of the Prognostics and Health Management Society, PHME 2014 . PHM Society. 2014. p. 75-81