Edge-based Vibration Monitoring of Marine Vessel Engines

Forskningsoutput: Kapitel i bok/konferenshandlingKonferensbidragVetenskapligPeer review

22 Nedladdningar (Pure)

Sammanfattning

The strive for autonomous operation of machines, vehicles and ships requires a leap in the level of self-diagnostics and situation awareness. This self-diagnostic does not directly add value in form of increased performance but is however necessary for safe operations. Hence, there is a need for implementing self-diagnostics systems using non-expensive equipment. In this paper, we present the design, implementation and installation of a vibration sensing system in a machine room of a cruise ferry. The objective of this installation was to validate our assumption that machine room monitoring can be achieved using non-expensive components and reach consistency and reliability of data output from this system. The reliability would be reached by redundancy of sensors, and intelligent data fusion close to the sensor nodes using edge computing. The emphasis in this paper is on the practical design and implementation of the system including sensors, cabling, edge computing nodes and on ship storage of data. The implementation of the analytics and sensor fusion will be presented in a later paper. As a result, we present how the system has worked and generated data for the just under 6 months' time the system has been running in the cruise ferry.
OriginalspråkEngelska
Titel på gästpublikation12th Symposium on High-Performance Marine Vehicles
Undertitel på gästpublikationHIPER’20
RedaktörerBertram Volker
FörlagTechnische Universität Hamburg-Harburg
Sidor239-250
Antal sidor12
ISBN (elektroniskt)978-3-89220-718-4
StatusPublicerad - 14 okt 2020
MoE-publikationstypA4 Artikel i en konferenspublikation
EvenemangSymposium on High-Performance Marine Vehicles: HIPER -
Varaktighet: 12 okt 202014 okt 2020

Konferens

KonferensSymposium on High-Performance Marine Vehicles
Period12/10/2014/10/20

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