Previous Chapter: Appendix B: Disclosure of Unavoidable Conflict of Interest
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.

Appendix C

Certificate of Compliance Exam Projection Methodology

The committee produced the projection of Certificate of Compliance (COC) exams for liquefied natural gas (LNG) and liquefied petroleum gas (LPG) carriers for 2024–2040, which is also included in Chapter 3, Figure 3-9 and Table 3-5, using the following methodology.

The committee developed separate projections for LNG carrier COC exams and LPG carrier COC exams. For each liquefied gas, the committee developed an export projection and an import projection. Imports were held constant for 2024–2040. The annual increases in exports, by volume, were assigned to specific types of gas carriers, which generated the increased number of vessel visits per year to U.S. ports. Finally, a percentage of annual gas carrier visits was assigned a COC exam. Because the COC exam is a required calendar-based annual exam, one gas carrier may visit a U.S. port one time in 12 months and receive one exam, while another gas carrier may visit U.S. ports multiple times in 12 months and receive one exam. The percentage of annual gas carrier visits receiving COC exams was developed using a regression analysis described in more detail below. The regression analysis produced percentages of LNG and LPG carrier visits that require COC exams, 13.4% and 14.2%, respectively, that are lower than the 25% used by the U.S. Coast Guard in workforce planning.

LNG CARRIER COC EXAM PROJECTION

For LNG, the committee used the Poten & Partners LNG export projection published in April 2023, as represented in Figure 2-16, which stabilizes

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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.

during the 2030s a bit above 140 million tons per year (MMT/year).1 Because the Poten & Partners export projection is by weight, the projection was converted to billion cubic meters (BCM) of LNG. LNG imports for 2024–2040 were held constant at 2.3 BCM per year, which represents imports to Puerto Rico. (Imports to New England are not expected after May 2024 with the closure of the Everett, Massachusetts, power plant and associated LNG import facility.)

To convert the annual LNG export volumes to annual LNG carrier visits, the analysis made two assumptions: (1) going forward, 2023’s LNG carrier visits will cover the current volume of exports (i.e., the range of vessel sizes for current LNG export facilities will continue); and (2) export volumes above current export volumes (i.e., the increase in exports) will be carried on 174,000 cubic meter (CBM) LNG carriers, the “workhorses” of the LNG carrier trade. The 174,000 CBM LNG carriers’ average cargo load at U.S. ports in 2022 was 168,000 CBM. The rationale is that current LNG import and export production facilities are likely to have infrastructure or be part of LNG markets that affect the size (i.e., carrying capacity) of the LNG carriers that visit their ports. New LNG export facilities, both those under construction and approved, will be designed to accommodate the 174,000 CBM LNG carrier.

The annual increment in exports above the 2023 baseline is then divided by 168,000 to produce the additional vessel visits above the 2023 baseline.

The forecast assigns COC exams to 13.4% of LNG carrier visits per year for 2024–2040. The 13.4% LNG carrier COC exam rate was developed by examining the actual COC exams performed each year from 2013 through 2023 and comparing that to the number of LNG carrier calls in the corresponding year. Linear regression was used to find the slope (COC exam rate) of the best fit line (minimizing the differences between the actual data and the predicted data using the least squares method). Table C-1 includes the imports, exports, LNG carrier visits, and LNG COC exams that occurred during 2013–2023 and the projections for 2024–2040.

LIQUEFIED PETROLEUM GAS CARRIER CERTIFICATE OF COMPLIANCE EXAM PROJECTION

For LPG, the committee used the export forecast from RBN Energy LLC, as shown previously in Figure 2-19. LPG imports are held constant at 60,000 thousand-barrels (Kbbl) per year. To convert LPG volumes to vessel visits, the committee took into consideration that LPG carriers vary more in size than LNG carriers and examined the ratio of LPG transported volume to LPG carrier visits from 2013 to 2023. However, LPG carriers are also

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1 Poten & Partners, presentation to the committee, January 25, 2023.

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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.

TABLE C-1 LNG Carrier COC Exams, Actuals and Projections for 2013–2040

Year Imports, BCM Exports, BCM Total LNG Carrier Visits LNG Carrier COC Exams
2013 4.3 0.0 4.3 76 45
2014 3.3 0.4 3.7 64 24
2015 4.2 0.5 4.6 77 31
2016 4.2 5.2 9.4 151 53
2017 3.5 20.0 23.5 306 97
2018 3.9 30.7 34.5 437 131
2019 3.4 51.5 54.9 702 176
2020 2.8 67.6 70.3 975 205
2021 2.6 100.8 103.4 1,382 275
2022 2.1 109.4 111.5 1,529 238
2023 2.8 118.2 121.0 1,582 235
2024 2.3 129.5 131.8 1,648 267
2025 2.3 140.7 143.0 1,715 276
2026 2.3 150.6 152.9 1,774 284
2027 2.3 160.5 162.8 1,833 292
2028 2.3 170.4 172.8 1,892 300
2029 2.3 180.4 182.7 1,951 308
2030 2.3 190.3 192.6 2,010 315
2031 2.3 191.4 193.7 2,017 316
2032 2.3 192.5 194.8 2,024 317
2033 2.3 193.6 195.9 2,030 318
2034 2.3 194.7 197.0 2,037 319
2035 2.3 195.8 198.2 2,043 320
2036 2.3 196.9 199.3 2,050 321
2037 2.3 198.0 200.4 2,056 322
2038 2.3 199.1 201.5 2,063 323
2039 2.3 200.2 202.6 2,070 323
2040 2.3 201.3 203.7 2,076 324

NOTE: BCM = billion cubic meters.

SOURCE: Coast Guard data (provided to the committee), 2023. Poten & Partners, Global LNG Outlook, April 2023; Poten & Partners, presentation to the committee, January 25, 2023.

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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.

getting larger. Instead of using the average of annual LPG volume/annual LPG visits from 2013 to 2023, the analysis uses the trend for 2018–2023 of 315,000 barrels per LPG carrier visit for 2024–2040, as shown in Figure C-1.

The forecast assigns COC exams to 14.2% of LPG carrier visits per year for 2024–2040. The 14.2% COC exam rate was developed by examining the actual COC exams performed each year from 2013 through 2023 and comparing that to the number of LPG carrier calls in the corresponding year. Linear regression was used to find the slope (COC exam rate) of the best fit line (minimizing the differences between the actual data and the predicted data using the least squares method). Table C-2 includes the imports, exports, LPG carrier visits, and LPG COC exams that occurred during 2013–2023 and the projections for 2024–2040.

LIQUEFIED NATURAL GAS CARRIER AND LIQUEFIED PETROLEUM GAS CARRIER CERTIFICATE OF COMPLIANCE EXAM PROJECTIONS COMBINED

Figure C-2 depicts the combined projections of COC exams for LNG and LPG carriers, with corresponding data and indexing found in Table C-3. The total number of COC exams for LNG and LPG carriers is projected to increase 42% between 2023 and 2030 and 57% by 2040. The current

LPG tanker calls, 2013–2023
FIGURE C-1 LPG tanker calls, 2013–2023.
SOURCE: Coast Guard data (provided to the committee), 2023.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.

TABLE C-2 LPG Carrier COC Exams, Actuals and Projections for 2013–2040

Imports Exports Total LPG Carrier Visits LPG Carrier COC Exams
2013 43,242 121,058 164,300 1,177 158
2014 37,742 196,054 233,796 1,186 183
2015 44,256 285,976 330,232 1,379 232
2016 51,684 369,604 421,288 1,503 258
2017 57,845 449,255 507,100 1,773 284
2018 63,303 517,909 581,212 2,013 283
2019 67,595 605,476 673,071 2,197 339
2020 52,656 691,355 744,011 2,455 398
2021 57,178 771,065 828,243 2,661 446
2022 57,755 810,820 868,575 2,765 409
2023 60,000 911,184 971,184 3,083 414
2024 60,000 975,087 1,035,087 3,286 466
2025 60,000 1,055,035 1,115,035 3,540 502
2026 60,000 1,087,707 1,147,707 3,644 516
2027 60,000 1,147,202 1,207,202 3,832 543
2028 60,000 1,202,244 1,262,244 4,007 568
2029 60,000 1,241,961 1,301,961 4,133 586
2030 60,000 1,281,737 1,341,737 4,259 604
2031 60,000 1,316,023 1,376,023 4,368 619
2032 60,000 1,350,310 1,410,310 4,477 635
2033 60,000 1,384,596 1,444,596 4,586 650
2034 60,000 1,418,883 1,478,883 4,695 665
2035 60,000 1,453,169 1,513,169 4,804 681
2036 60,000 1,458,356 1,518,356 4,820 683
2037 60,000 1,463,543 1,523,543 4,837 686
2038 60,000 1,468,730 1,528,730 4,853 688
2039 60,000 1,473,917 1,533,917 4,870 690
2040 60,000 1,479,104 1,539,104 4,886 693

SOURCE: Coast Guard data (provided to the committee), 2023. RBN Energy LLC, RBN Energy NGL Voyager, September 17, 2023. https://rbnenergy.com/products/voyager.

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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
Past and projected COC exams for LNG and LPG carriers, 2013–2040
FIGURE C-2 Past and projected COC exams for LNG and LPG carriers, 2013–2040.
SOURCE: Coast Guard data (provided to the committee), 2023. RBN Energy LLC, RBN Energy NGL Voyager, September 17, 2023. https://rbnenergy.com/products/voyager.

number of COC exams for LPG carriers is larger than for LNG carriers (414 versus 235, respectively, in 2023) and will rise more rapidly, increasing 46% between 2023 and 2030 and 67% by 2040. The number of COC exams for LNG carriers is projected to increase 34% between 2023 and 2030 and 38% by 2040.

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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.

TABLE C-3 Actual and Projected COC Exams for LNG and LPG Carriers, 2013–2040

LNG COCs LPG COCs Total COCs Index COCs
(2023 = 100)
2013 45 158 203 31
2014 24 183 207 32
2015 31 232 263 41
2016 53 258 311 48
2017 97 284 381 59
2018 131 283 414 64
2019 176 339 515 79
2020 205 398 603 93
2021 275 446 721 111
2022 238 409 647 100
2023 235 414 649 100
2024 267 466 733 113
2025 276 502 777 120
2026 284 516 800 123
2027 292 543 835 129
2028 300 568 868 134
2029 308 586 893 138
2030 315 604 919 142
2031 316 619 935 144
2032 317 635 952 147
2033 318 650 968 149
2034 319 665 984 152
2035 320 681 1,001 154
2036 321 683 1,004 155
2037 322 686 1,007 155
2038 323 688 1,010 156
2039 323 690 1,014 156
2040 324 693 1,017 157

SOURCE: Coast Guard data (provided to the committee), 2023. RBN Energy LLC, RBN Energy NGL Voyager, September 17, 2023. https://rbnenergy.com/products/voyager.

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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.

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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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Suggested Citation: "Appendix C: Certificate of Compliance Exam Projection Methodology." National Academies of Sciences, Engineering, and Medicine. 2024. Reforming the Coast Guard's Certificate of Compliance Program for Liquefied Gas Carriers: Promoting Efficient Implementation and Safety Effectiveness. Washington, DC: The National Academies Press. doi: 10.17226/27803.
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