Research Article

Design and Maintenance Optimisation of Substation Automation Systems: A Multiobjectivisation Approach Exploration

Table 1

Data set regarding the gadgets.

ParameterValueSource

Preventive maintenance110 €/hSIANI-IST
Corrective maintenance100 €/hSIANI-IST

TS acquisition cost7,000 €IST [34]
TS TFmin1 h
TS TFmax525,600 hMission time
TS TFλ0.1·10−6 failures/hCISCO [36]
TS TRmin1 h
TS TRmax7 hTRμ + 3·TRσ
TS TRμ4 hCISCO [36]
TS TRσ1 h(TRμ–TRmin)/3
TS TMmin2,190 hTMmax/2
TS TMmax4,380 hNERC 2007 [37]
TS TCMmin1 hRound (TRmin/2)
TS TCMmax4 hRound (TRmax/2)

MU acquisition cost3,500 €IST [34]
MU TFmin1 h
MU TFmax525,600 hMission time
MU TFλ6.0047·10−6 failures/hScheer and Dolezilek [35]
MU TRmin2 h
MU TRmax14 hTRμ + 3·TRσ
MU TRμ8 hKanabar and Sidhu [4]
MU TRσ2 h(TRμ–TRmin)/3
MU TMmin2,190 hTMmax/2
MU TMmax4,380 hNERC 2007 [37]
MU TCMmin1 hRound (TRmin/2)
MU TCMmax7 hRound (TRmax/2)

Cnt.IED acquisition cost3,537.50 €IST [34]
Cnt.IED TFmin1 h
Cnt.IED TFmax525,600 hMission time
Cnt.IED TFλ6.0047·10−6 failures/hScheer and Dolezilek [35]
Cnt.IED TRmin2 h
Cnt.IED TRmax14 hTRμ + 3·TRσ
Cnt.IED TRμ8 hKanabar and Sidhu [4]
Cnt.IED TRσ2 h(TRμ–TRmin)/3
Cnt.IED TMmin2,190 hTMmax/2
Cnt.IED TMmax4,380 hNERC 2007 [37]
Cnt.IED TCMmin1 hRound (TRmin/2)
Cnt.IED TCMmax7 hRound (TRmax/2)

ESW acquisition cost2,600 €IST [34]
ESW TFmin1 h
ESW TFmax525,600 hMission time
ESW TFλ9.9265·10−6 failures/hScheer and Dolezilek [35]
ESW TRmin2 h
ESW TRmax14 hTRμ + 3·TRσ
ESW TRμ8 hKanabar and Sidhu [4]
ESW TRσ2 h(TRμ–TRmin)/3
ESW TMmin2,190 hTMmax/2
ESW TMmax4,380 hNERC 2007 [37]
ESW TCMmin1 hRound (TRmin/2)
ESW TCMmax7 hRound (TRmax/2)

Prt.IED acquisition cost3,537.50 €IST [34]
Prt.IED TFmin1 h
Prt.IED TFmax525,600 hMission time
Prt.IED TFλ6.0047·10−6 failures/hScheer and Dolezilek [35]
Prt.IED TRmin2 h
Prt.IED TRmax14 hTRμ + 3·TRσ
Prt.IED TRμ8 hKanabar and Sidhu [4]
Prt.IED TRσ2 h(TRμ–TRmin)/3
Prt.IED TMmin2,190 hTMmax/2
Prt.IED TMmax4,380 hNERC 2007 [37]
Prt.IED TCMmin1 hRound (TRmin/2)
Prt.IED TCMmax7 hRound (TRmax/2)