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)
404
engine (ATSB, 2001). In July 2006 the Antigua and
Barbuda registered self‐discharging bulk carrier
Enterprise had an accident due to the failure of
lubricatingoilsystemofamainenginewhileen‐route
from Adelaide to Sydney, Australia. As a results of
thisfailuremainenginestoppedandcaused
blackout
oftheshipatsea.Therefore,theshiphadtobetowed
to the nearest port for repairs. The Australian
Transport Safety Bureau (ATSB) investigation
identified that maintenance planning for the main
lubricating oil pump was inadequate and engineers
did not follow the manufacturer’s instructions, even
though the pump
had failed previously. Also, the
execution of routine maintenance on the lubricating
oil filter was inadequate in that the spare filter was
notreadyforuse.Theshipboardproceduresdidnot
identify the error and the procedures for operating
andmonitoringthefilterwerealsoineffective(ATSB,
2006). The above
discussion clarifies that there is a
needtoaddressthepropermaintenanceplanningon‐
board ships. The operation on‐board ships at high
seasareverycomplexinnatureandisdependenton
the competencies of the personnel operating and
maintaining the machinery on‐board. Also, the
reliability of the system
components must be high.
This will ensure high reliability of the subsystems,
whichinturnwilldictatehighreliabilityofthemain
propulsion engine (Monieta, 2016). Assessment of
main engine failures done by various groups have
shown that the failures of pistons, piston rings,
cylinder liners and geometry of the
combustion
chamber have highest proportion every year
(Kamiski, 2017). Furthermore, research has been
conducted to study the behaviour of the system
components under various operational and
maintenance policies. Therefore, it is required to
evaluateanoptimummaintenanceplanwhichwould
ensurereliabilityofthemainengineandatthesame
time
economicallyviable(Baliwangietal.,2009).
Tomakebettermaintenanceplanitisrequiredto
assessthereliabilityofthemarineengines.However,
thereisalackofappropriatedataandmodelthatfits
the data. Therefore, collecting the relevant
appropriate data is very important. Currently there
arelimiteddata
availableintheliteraturehowever,it
is not collected in a structured way to develop
reliabilityassessmenttechnique.Tomeetthescientific
rigour and enable generalization of the data and its
interpretation, varioussourcesofdataandmodes of
feedback, such as interviews with experienced
seafarers’ on‐board, review of existing
documentation, and a direct questionnaire method,
canbeused. Itenablesdatacollection fromglobally
operatingrespondents.It widenstheapplicability of
the methodandhelps to generalize the data and its
interpretation.Itisalsoaneasy,effective,economical,
flexible, and fast technique for data collection and
developmentof
aconceptualframeworkandhasbeen
previously used by researchers, Szolnoki and
Hoffmann (2013), Attwood et al. (2006) Islam et al.
(2018),Islametal.(2017).Therefore,thisapproachis
adoptedinthisstudy.Thecollecteddataisanalysed
throughaseriesofstatisticaltechniquestocheckthe
diversity and generalization
of the data and its
interpretation. Moreover, the collected relevant data
fromallthedifferentsourcesusedtoidentifythemost
appropriate failure model representing specific
components of a marine engine. This model will be
veryusefultoshippingcompaniesforplanningtheir
maintenanceofthemainengine.
2 QUESTIONNAIRE
STRUCTURE
The generalstructureof the questionnaire discussed
inthissectiontobetterunderstandtheresponses.The
mainengineisassociatedwithseveralsubsystemsto
perform the task of propelling the huge merchant
vessels (ABS, 2004). The key subsystems of a main
enginearei)lubricatingoilsystemii)fueloil
system
iii)coolingwatersystemandiv)scavengeairsystem
(MollenhauerandTschöke,2010).Thereliabilityofa
marineengineisaproductofthereliabilityofallthe
subsystems(i.e.lubricatingoilsystem,fueloilsystem,
cooling water system and the scavenge air system).
Therefore, thequestionnaire structured in
this study
such a way that responses can be used to evaluate
reliabilityoftheeachsubsystemandfinallytoassess
thereliabilityofamainengine(Mokashietal.,2002).
Thequestionnaireisgiveninthetable1below.
Table1.Questionnairetoseekthefeedbackfromexperience
marineengineers
_______________________________________________
1Pleasewritethenameoftheengineandmodelnumber
youhaveworkedwith(e.g.MANB&W6SMC60)inthebox
below.
2PleaseprovideFailureRunningHours(FRH)forthe
followingcomponentinthetablesbelow.Forexample,if
thePlannedMaintenanceHours(PMH)is500andthe
component
fails100hrsbeforePMH,itmeans(FRH)forthe
componentis400.PleasenoteFRH<PMH.
_______________________________________________
_______________________________________________
Question1seeksaresponsetoidentifythetypeof
engineanditsmodel(e.g.MANB&W6SMC60).
Questions 2 seeks feedback to know the FRH for
each individual components of a main engine sub‐
systems.