Publication detail

Model of Assessment Engine Oil Data

GLOS, J. ŽÁK, L. VALIŠ, D.

Czech title

Model pro posouzení motorového oleje

English title

Model of Assessment Engine Oil Data

Type

journal article - other

Language

en

Original abstract

The paper deals with application of selected analytical methods for analysing field data from heavy off-road military vehicles. It is the vehicle engine and its lead oil data which are explored for further utilisation. There is available reasonable set of vehicles and their oil data from in-field-operation. Based on the data we assume it will be possible to determine some changes in the system operation. We apply and will present methods of multi-variate and multi-shape regression analysis to model the data and provide outcomes + estimations for system operation so far and also for system further operation. The novelty is to providing inputs for helping to change e.g. the system maintenance policy, system operation and mission planning.

Czech abstract

Příspěvek se zabývá aplikací vybraných analytických metod pro analýzu dat z těžkých vojenských terénních vozidel. Zkoumá se stav motorového oleje. Naměřená data byla získána z vhodné sady vozidel z jejich údajů z provozu. Na základě získaných údajů budeme předpokládat, že bude možné určit některé změny v provozu systému. Využijeme metody multi-variate a multi-tvar regresní analýzy pro modelování dat a získané výsledky využijeme pro odhady provozu systému. Získané výsledky lze také využít pro návrh zásady údržby systému a plánování mise.

English abstract

The paper deals with application of selected analytical methods for analysing field data from heavy off-road military vehicles. It is the vehicle engine and its lead oil data which are explored for further utilisation. There is available reasonable set of vehicles and their oil data from in-field-operation. Based on the data we assume it will be possible to determine some changes in the system operation. We apply and will present methods of multi-variate and multi-shape regression analysis to model the data and provide outcomes + estimations for system operation so far and also for system further operation. The novelty is to providing inputs for helping to change e.g. the system maintenance policy, system operation and mission planning.

Keywords in Czech

optimalizace údržby, Tribo-diagnostika, multi-regrese, údaje o opotřebovýní oleje

Keywords in English

maintenance optimization, tribo-diagnostics, multi-regression, oil field data wears

RIV year

2014

Released

23.10.2014

ISSN

2351-4604

Volume

2014

Number

1

Pages from–to

223–226

Pages count

4

BIBTEX


@article{BUT112777,
  author="Josef {Glos} and Libor {Žák} and David {Vališ},
  title="Model of Assessment Engine Oil Data",
  year="2014",
  volume="2014",
  number="1",
  month="October",
  pages="223--226",
  issn="2351-4604"
}