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North American Railcar Review David Humphrey, Ph.D. Senior Data Scientist April 19, 2018

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  • North American Railcar Review

    David Humphrey, Ph.D.

    Senior Data Scientist

    April 19, 2018

  • © 2018 Railinc. All Rights Reserved. 2

    Railinc data and solutions provide rail

    equipment insights to enhance rail operations

    Access to all Railinc data is subject to Railinc’s strict data access policy and confidentiality protocols.

    Railinc’s Umler system is the industry’s comprehensive

    source for rail equipment data. The Umler system enables:

    • A consolidated view of rail assets, including history and

    location

    • Network oversight and asset health management

    • Improved asset utilization and productivity

    • Component-level analysis, predictive maintenance and

    component-location management

    • Improvements in safety, cost and utilization

    • Standard and customized operating/historical analytics

    Umler SystemRailSight solutions deliver superior visibility into rail and

    intermodal shipments and enhanced rail asset health and

    fleet management data. RailSight solutions provide:

    • Near real-time data feed from 570+ rail carriers across

    North America with more than 9 million events daily

    • On-demand and historical tracing options

    • Exception management, mapping and reporting

    • Standard and customized operating/historical analytics

    • Flexible connectivity, from EDI and FTP to MQ and APIs

    • An easy-to-use, single-source solution with no IT setup

    or capital investment required

    RailSight Solutions

  • © 2018 Railinc. All Rights Reserved. 3

    The Umler Equipment Index

    Access to all Railinc data is subject to Railinc’s strict data access policy and confidentiality protocols.

    The Umler Equipment Index provides

    quarterly analysis of the total make-up of

    the North American rail equipment fleet.

    Data in the index represents all equipment

    units on file in Railinc’s Umler system.

    You can find the latest Umler Index at

    www.railinc.com/rportal/railinc-indexes.

    http://www.railinc.com/rportal/railinc-indexes

  • Changes Since REF 2017

    • Fleet Dynamics from EOY 2016 to EOY 2017

    – Analysis on revenue-earning fleet

    – Total fleet size up about 0.3%

    – Increases: Covered Hoppers (16K, 3%) and Tanks (1K, 0.3%)

    – Decreases: Gondolas (Coal Fleet, 7K), Flats, Open Hoppers

    – Box Cars with very small decrease

    © 2018 Railinc. All Rights Reserved. 4

  • © 2018 Railinc. All Rights Reserved. 5

    133 124 121 118 114 111 109 109 108

    464 458 466 479 479 493 519 539 554

    195 193 193 191 194 193196 198 196

    237 231 230 232 228 228224 218 211

    166 160 154 149 145 142 140137 135

    304 300 303 315 339 371404 414 415

    2009 2010 2011 2012 2013 2014 2015 2016 2017

    Tanks

    Hoppers

    Gondolas

    Flats

    Covered Hoppers

    Box Cars

    Total = 1,515 1,481 1,482 1,499 1,513 1,553

    1,605 1,628 1,632

    North American Freight Car Fleet, by Group(Counts at year end, shown in thousands)

  • © 2018 Railinc. All Rights Reserved. 6

    0

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    70

    80

    1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49

    Th

    ou

    sa

    nd

    s

    North American Freight Car FleetNumber of Cars, by Age (Revenue-Earning Fleet)

  • © 2018 Railinc. All Rights Reserved. 7

    0

    10

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    70

    80

    1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49

    Th

    ou

    sa

    nd

    s

    North American Freight Car FleetNumber of Cars, by Age (Revenue-Earning Fleet)

  • © 2018 Railinc. All Rights Reserved. 8

    North American Freight Car FleetNumber of Cars, by Age (Revenue-Earning Fleet)

    0

    10

    20

    30

    40

    50

    60

    70

    80

    1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49

    Th

    ou

    sa

    nd

    s

    20

    06

    19

    99

    19

    80

    20

    02

    20

    09

    19

    83

    19

    91

    = approximate time of recession

    2015

  • © 2018 Railinc. All Rights Reserved. 9

    0

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    1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49

    Th

    ou

    sa

    nd

    sGRL_286 GRL_268 GRL_263 GRL_220

    North American Freight Car FleetNumber of Cars, by Age and GRL (Revenue-Earning Fleet)

  • © 2018 Railinc. All Rights Reserved. 10

    0

    5

    10

    15

    20

    25

    2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

    Ave

    rag

    e A

    ge

    (Y

    ea

    rs)

    19.519.5

    North American Freight Car FleetAverage Age at End of Year (Revenue-Earning Fleet)

  • © 2018 Railinc. All Rights Reserved. 11

    Rank Change ETC Count Description

    1 C114 146K Covered Hopper: Grain/Fertilizer

    2 C113 121K Covered Hopper: Grain/Fertilizer

    3 C214 121K Covered Hopper: Plastics

    4 C112 110K Covered Hopper: Sand/Cement

    5 J311 98K Gondola: Coal

    6 T108 81K Tank: Non-Pressurized, General Service

    7 T389 50K Tank: Pressurized

    8 T106 48K Tank: Non-Pressurized, General Service

    9 T107 46K Tank: Non-Pressurized, General Service

    10 T104 39K Tank: Non-Pressurized, General Service

    Highlights

    These 10 ETCs now represent

    53% of the revenue-earning fleet.

    Over 700 ETCs are present.

    No changes in rank

    C113, C214 diff: 8K to 0

    T178 now 20th (0 at EOY2014)

    S635: 7th?

    North American Freight Car FleetTop 10 ETCs in Revenue-Earning Fleet

  • © 2018 Railinc. All Rights Reserved. 12

    Age (Years)

    0

    10

    20

    30

    40

    50

    60

    70

    80

    1 2 3 4 5 6 7 8 9 10 11 12 13 14 15

    Tho

    usa

    nd

    s

    Box_Cars Covered_Hoppers Reefers Gondolas Hoppers Flats Tanks

    North American Freight Car FleetCars, by Age and Type

  • © 2018 Railinc. All Rights Reserved. 13

    Type of Tank Car 2013 2014 2015 2016 2017 (Q1-Q3)

    DOT 111 21,340 16,349 6,998 791 161

    Non-Jacketed 18,212 13,711 6,188 543 61

    Jacketed 3,128 2,638 810 248 100

    CPC 1232 18,480 34,283 39,909 20,086 13,406

    Non-Jacketed 11,966 17,163 17,962 8,498 4,641

    Jacketed 6,514 17,120 21,947 11,588 8,765

    DOT 117 0 0 1,950 3,383 3,392

    117J 0 0 1,818 2,731 2,173

    117R 0 0 132 652 1,219

    DOT 115 0 10 6 0 0

    AAR 211 513 171 59 7 0

    Total Non-Pressure 40,333 50,813 48,922 24,267 16,959

    DOT 105 5 0 0 0 0

    DOT 112 3 78 53 47 0

    DOT 114 0 0 0 0 0

    DOT 120 0 0 4 598 734

    Total Pressure Cars 8 78 57 645 734

    Grand Total 40,341 50,891 48,979 24,912 17,693

    Tank Cars Used for Shipping Petroleum Crude Oil

    The number of DOT-111

    tank cars making at least

    one shipment of petroleum

    crude oil decreased by

    more than 99 percent

    between 2013 and Q3 2017.

    Source: Association of American Railroads

  • © 2018 Railinc. All Rights Reserved. 14

    Type of Tank Car 2013 2014 2015 2016 2017 (Q1-Q3)

    DOT 111 21,340 16,349 6,998 791 161

    Non-Jacketed 18,212 13,711 6,188 543 61

    Jacketed 3,128 2,638 810 248 100

    CPC 1232 18,480 34,283 39,909 20,086 13,406

    Non-Jacketed 11,966 17,163 17,962 8,498 4,641

    Jacketed 6,514 17,120 21,947 11,588 8,765

    DOT 117 0 0 1,950 3,383 3,392

    117J 0 0 1,818 2,731 2,173

    117R 0 0 132 652 1,219

    DOT 115 0 10 6 0 0

    AAR 211 513 171 59 7 0

    Total Non-Pressure 40,333 50,813 48,922 24,267 16,959

    DOT 105 5 0 0 0 0

    DOT 112 3 78 53 47 0

    DOT 114 0 0 0 0 0

    DOT 120 0 0 4 598 734

    Total Pressure Cars 8 78 57 645 734

    Grand Total 40,341 50,891 48,979 24,912 17,693

    Tank Cars Used for Shipping Petroleum Crude Oil

    The number of DOT-111

    tank cars making at least

    one shipment of petroleum

    crude oil decreased by

    more than 99 percent

    between 2013 and Q3 2017.

    Source: Association of American Railroads

  • © 2018 Railinc. All Rights Reserved. 15

    Type of Tank Car 2013 2014 2015 2016 2017 (Q1-Q3)

    DOT 111 26,628 28,609 30,688 29,045 24,728

    Non-Jacketed 26,423 28,484 30,529 28,870 24,590

    Jacketed 205 125 159 175 138

    CPC 1232 456 2,077 3,763 3,485 3,280

    Non-Jacketed 456 1,709 2,598 2,638 2,610

    Jacketed 0 368 1,165 847 670

    DOT 117 0 0 348 3,385 7,707

    117J 0 0 341 2,133 4,918

    117R 0 0 7 1,252 2,789

    DOT 115 0 0 3 3 3

    AAR 211 25 48 111 23 21

    Total Non-Pressure 27,109 30,734 34,913 35,941 35,739

    DOT 105 0 0 0 0 1

    DOT 112 0 0 1 0 0

    DOT 114 0 0 0 0 0

    DOT 120 0 0 0 131 177

    Total Pressure Cars 0 0 1 131 178

    Grand Total 27,109 30,734 34,914 36,072 35,917

    Tank Cars Used for Shipping Ethanol

    The number of DOT-111

    tank cars making at least

    one shipment of ethanol

    decreased by more than 7

    percent between 2013 and

    Q3 2017.

    Source: Association of American Railroads

  • © 2018 Railinc. All Rights Reserved. 16

    • Age Demographics

    • GRL Values of 286K and less than 286K

    • Detailed Fleet Overview

    North American Railcar Review

    o Tank: DOT 111

    o Tank: CPC 1232

    o Tank: DOT 117

    o Tank: Pressure

    o Grain/Fertilizer

    o Plastics

    o Sand/Cement

    o Pressure Differential

    o Coal

    o Mill Gondolas

    o Aggregate

    o Coil Gondolas

    o Box Cars

  • © 2018 Railinc. All Rights Reserved. 17

    11% of Fleet

    185K cars

    T108, T106,

    T104, T107

    Nearly all

    GRL 263

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    30,000

    1 &

    2

    3 &

    4

    5 &

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    40

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    48

    49 &

    50

    No_Jacket With_Jacket

    Tank: Non-Pressure, DOT 111Age Distribution, by Jacket Status

  • © 2018 Railinc. All Rights Reserved. 18

    4% of Fleet

    66K cars

    T108, T109,

    T208, T107

    Nearly all

    GRL 286

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    30,000

    35,000

    1 &

    2

    3 &

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    49 &

    50

    No_Jacket With_Jacket

    Tank: Non-Pressure, CPC 1232Age Distribution, by Jacket Status

  • © 2018 Railinc. All Rights Reserved. 19

    1% of Fleet

    23K cars

    T178, T179,

    T177

    All

    GRL 286

    0

    5,000

    10,000

    15,000

    1 &

    2

    3 &

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    49 &

    50

    New Retrofit

    Tank: Non-Pressure, DOT 117Age Distribution, by New/Retrofit Status

  • © 2018 Railinc. All Rights Reserved. 20

    5% of Fleet

    83K cars

    T389, T419,

    T907, T944

    Nearly all

    GRL 263

    0

    5,000

    10,000

    15,000

    1 &

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    3 &

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    45 &

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    47 &

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    49 &

    50

    GRL 286K GRL

  • © 2018 Railinc. All Rights Reserved. 21

    17% of Fleet

    280K cars

    C113, C114,

    C313, C314

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    30,000

    35,000

    40,000

    1 &

    2

    3 &

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    45 &

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    47 &

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    49 &

    50

    >= 5000 CF < 5000 CF

    Grain/FertilizerAge Distribution, by Capacity in Cubic Feet

  • © 2018 Railinc. All Rights Reserved. 22

    7% of Fleet

    121K cars

    C214

    0

    5,000

    10,000

    15,000

    20,000

    1 &

    2

    3 &

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    39 &

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    41 &

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    43 &

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    45 &

    46

    47 &

    48

    49 &

    50

    >= 6000 CF < 6000 CF

    PlasticsAge Distribution, by Capacity in Cubic Feet

  • © 2018 Railinc. All Rights Reserved. 23

    7% of Fleet

    116K cars

    C111, C112,

    C311, C312

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    30,000

    35,000

    1 &

    2

    3 &

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    39 &

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    41 &

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    43 &

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    45 &

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    47 &

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    49 &

    50

    >= 3000 CF < 3000 CF

    Sand/CementAge Distribution, by Capacity in Cubic Feet

  • © 2018 Railinc. All Rights Reserved. 24

    2% of Fleet

    29K cars

    C612, C614

    0

    1,000

    2,000

    3,000

    4,000

    1 &

    2

    3 &

    4

    5 &

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    39 &

    40

    41 &

    42

    43 &

    44

    45 &

    46

    47 &

    48

    49 &

    50

    >= 5000 CF < 5000 CF

    Pressure DifferentialAge Distribution, by Capacity in Cubic Feet

  • © 2018 Railinc. All Rights Reserved. 25

    13% of Fleet

    216K cars

    J311, K341,

    K346, H350

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    30,000

    35,000

    40,000

    1 &

    2

    3 &

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    37 &

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    39 &

    40

    41 &

    42

    43 &

    44

    45 &

    46

    47 &

    48

    49 &

    50

    GRL 286K GRL

  • © 2018 Railinc. All Rights Reserved. 26

    4% of Fleet

    65K cars

    E534, G519,

    G719

    0

    5,000

    10,000

    15,000

    1 &

    2

    3 &

    4

    5 &

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    7 &

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    37 &

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    39 &

    40

    41 &

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    43 &

    44

    45 &

    46

    47 &

    48

    49 &

    50

    GRL 286K GRL

  • © 2018 Railinc. All Rights Reserved. 27

    2% of Fleet

    36K cars

    K344, H350,

    G119, J301

    0

    1,000

    2,000

    3,000

    4,000

    5,000

    1 &

    2

    3 &

    4

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    37 &

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    39 &

    40

    41 &

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    43 &

    44

    45 &

    46

    47 &

    48

    49 &

    50

    GRL 286K GRL

  • © 2018 Railinc. All Rights Reserved. 28

    1% of Fleet

    23K cars

    E241, E531,

    E441

    0

    1,000

    2,000

    3,000

    4,000

    5,000

    1 &

    2

    3 &

    4

    5 &

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    7 &

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    9 &

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    39 &

    40

    41 &

    42

    43 &

    44

    45 &

    46

    47 &

    48

    49 &

    50

    GRL 286K GRL

  • © 2018 Railinc. All Rights Reserved. 29

    7% of Fleet

    109K cars

    A606, A402,

    A302, B314

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    30,000

    1 &

    2

    3 &

    4

    5 &

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    7 &

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    9 &

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    39 &

    40

    41 &

    42

    43 &

    44

    45 &

    46

    47 &

    48

    49 &

    50

    GRL 286K GRL

  • © 2018 Railinc. All Rights Reserved. 30

    Domestic Intermodal Containers

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    30,000

    35,000

    1 &

    2

    3 &

    4

    5 &

    6

    7 &

    8

    9 &

    10

    11 &

    12

    13 &

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    15 &

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    17 &

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    19 &

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    21 &

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    23 &

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    25 &

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    27 &

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    33 &

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    35 &

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    37 &

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    39 &

    40

    41 &

    42

    43 &

    44

    45 &

    46

    47 &

    48

    49 &

    50

    53' Containers Registered in Umler

  • © 2018 Railinc. All Rights Reserved. 31

    ETC1 = P, Q, S

    4% of Fleet

    0

    50,000

    100,000

    150,000

    200,000

    250,000

    2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

    69K cars

    193K platforms

    Intermodal Cars and PlatformsCount of Cars and Platforms (Revenue-Earning Fleet)

  • © 2018 Railinc. All Rights Reserved. 32

    70

    80

    90

    100

    110

    120

    130

    140

    150

    2009 2010 2011 2012 2013 2014 2015 2016 2017

    70

    80

    90

    100

    110

    120

    130

    140

    150

    2009 2010 2011 2012 2013 2014 2015 2016 201770

    80

    90

    100

    110

    120

    130

    140

    150

    2009 2010 2011 2012 2013 2014 2015 2016 2017

    Box Cars (A and B) Tanks (T)

    Covered Hoppers (C)

    104.3

    85.0

    146.0

    106.9

    113.5

    98.0

    70

    80

    90

    100

    110

    120

    130

    140

    150

    2009 2010 2011 2012 2013 2014 2015 2016 2017

    GT Gons (J)

    117.1

    91.9

    100.2

    94.4

    Fleet Capacity and Average Car Size

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