NEA Nuclear Science: Neural Network Benchmark for SMORN-VII - Table 1

Table I. NN-Benchmark

Identification number	Signal identification	Nomenclature	Physical units
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46	Excore Neutron Detector (D82) Pos. 50° Excore Neutron Detector (D62) Pos. 140° Excore Neutron Detector (D52) Pos. 230° Excore Neutron Detector (D62) Pos. 310° Primary Pressure Loop 1 Primary Pressure Loop 2 Steam Generator 1 Feedwater Pressure Steam Generator 2 Feedwater Pressure Incore Neutron Det. 23/11 Incore Neutron Det. 23/12 Incore Neutron Det. 23/13 Incore Neutron Det. 23/14 Incore Neutron Det. 23/15 Differential Pressure Pump 1 Differential Pressure Pump 2 Core Exit Temperature T1 Core Exit Temperature T5 Cold Leg Temperature Loop 1 Hot Leg Temperature Loop 1 Cold Leg Temperature Loop 2 Hot Leg Temperature Loop 2 Steam Generator 1, Feedwater Flow Steam Generator 2, Feedwater Flow Coolant Pump 1 Axial Vibration Coolant Pump 1 Radial Vibration Coolant Pump 2 Axial Vibration Coolant Pump 2 Radial Vibration Steam Generator 1 Steam Pressure Steam Generator 2 Steam Pressure Steam Generator 1 Steam Flow Steam Generator 2 Steam Flow Pressurizer Pressure Generated Electric Power Control Rod Bank D-Bank Control Rod Bank L-Bank Boron Concentration Steam Generator 1 Feedwater Temperature Steam Generator 2 Feedwater Temperature Steam Generator 1 Steam Temperature Steam Generator 2 Steam Temperature Steam Generator 1 Water Level Steam Generator 2 Water Level Pressurizer Water Temperature Pressurizer Water Level Temperature Difference Loop 1 (HLTL1 - CLTL1) Temperature Difference Loop 2 (HLTL2 - CLTL2)	EXCORE EXCORE EXCORE EXCORE PPL1 PPL2 SG1FWP SG2FWP INCORE INCORE INCORE INCORE INCORE CPL1 Delta P CPL2 Delta P CET1 CET5 CLTL1 HLTL1 CLTL2 HLTL2 SG1FWF SG1FWF CPL1AV CPL1RV CPL2AV CPL2RV SG1SP SG2SP SG1SF SG2SF PP GEP D L SG1FWT SG2FWT SG1ST SG2ST SG1WL SG2WL PWT PWL DTL1 DTL2	mV mV mV mV kgf/cm² kgf/cm² kgf/cm² kgf/cm² mV mV mV mV mV kgf/cm² kgf/cm² Degree(°C) Degree(°C) Degree(°C) Degree(°C) Degree(°C) Degree(°C) T/h T/h mm/s mm/s mm/s mm/s kgf/cm² kgf/cm² T/h T/h kgf/cm² MW-electric step step PPM Degree(°C) Degree(°C) Degree(°C) Degree(°C) cm cm Degree(°C) cm Degree(°C) Degree(°C)

Identification number

Signal identification

Nomenclature

Physical units

1
2
3
4
5
6
7
8
9
10

11
12
13
14
15
16
17
18
19
20

21
22
23
24
25
26
27
28
29
30

31
32
33
34
35
36
37
38
39
40

41
42
43
44
45

46

    Excore Neutron Detector (D82) Pos. 50°
    Excore Neutron Detector (D62) Pos. 140°
    Excore Neutron Detector (D52) Pos. 230°
    Excore Neutron Detector (D62) Pos. 310°
    Primary Pressure Loop 1
    Primary Pressure Loop 2
    Steam Generator 1 Feedwater Pressure
    Steam Generator 2 Feedwater Pressure
    Incore Neutron Det. 23/11
    Incore Neutron Det. 23/12

    Incore Neutron Det. 23/13
    Incore Neutron Det. 23/14
    Incore Neutron Det. 23/15
    Differential Pressure Pump 1
    Differential Pressure Pump 2
    Core Exit Temperature T1
    Core Exit Temperature T5
    Cold Leg Temperature Loop 1
    Hot Leg Temperature Loop 1
    Cold Leg Temperature Loop 2

    Hot Leg Temperature Loop 2
    Steam Generator 1, Feedwater Flow
    Steam Generator 2, Feedwater Flow
    Coolant Pump 1 Axial Vibration
    Coolant Pump 1 Radial Vibration
    Coolant Pump 2 Axial Vibration
    Coolant Pump 2 Radial Vibration
    Steam Generator 1 Steam Pressure
    Steam Generator 2 Steam Pressure
    Steam Generator 1 Steam Flow

    Steam Generator 2 Steam Flow
    Pressurizer Pressure
    Generated Electric Power
    Control Rod Bank D-Bank
    Control Rod Bank L-Bank
    Boron Concentration
    Steam Generator 1 Feedwater Temperature
    Steam Generator 2 Feedwater Temperature
    Steam Generator 1 Steam Temperature
    Steam Generator 2 Steam Temperature

    Steam Generator 1 Water Level
    Steam Generator 2 Water Level
    Pressurizer Water Temperature
    Pressurizer Water Level
    Temperature Difference Loop 1
    (HLTL1 - CLTL1)
    Temperature Difference Loop 2
    (HLTL2 - CLTL2)

    EXCORE
    EXCORE
    EXCORE
    EXCORE
    PPL1
    PPL2
    SG1FWP
    SG2FWP
    INCORE
    INCORE

    INCORE
    INCORE
    INCORE
    CPL1 Delta P
    CPL2 Delta P
    CET1
    CET5
    CLTL1
    HLTL1
    CLTL2

    HLTL2
    SG1FWF
    SG1FWF
    CPL1AV
    CPL1RV
    CPL2AV
    CPL2RV
    SG1SP
    SG2SP
    SG1SF

    SG2SF
    PP
    GEP
    D
    L

    SG1FWT
    SG2FWT
    SG1ST
    SG2ST

    SG1WL
    SG2WL
    PWT
    PWL
    DTL1

    DTL2

        mV
        mV
        mV
        mV
        kgf/cm²
        kgf/cm²
        kgf/cm²
        kgf/cm²
        mV
        mV

        mV
        mV
        mV
        kgf/cm²
        kgf/cm²
        Degree(°C)
        Degree(°C)
        Degree(°C)
        Degree(°C)
        Degree(°C)

        Degree(°C)
        T/h
        T/h
        mm/s
        mm/s
        mm/s
        mm/s
        kgf/cm²
        kgf/cm²
        T/h

        T/h
        kgf/cm²
        MW-electric
        step
        step
        PPM
        Degree(°C)
        Degree(°C)
        Degree(°C)
        Degree(°C)

        cm
        cm
        Degree(°C)
        cm
        Degree(°C)

        Degree(°C)