Load Rating of Segmental Bridges (2024)

Chapter: Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data

Previous Chapter: Appendix A: Literature Review
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

APPENDIX B

Live Load Models Based on National Weigh-in-Motion Data and Permit Data

B.1 AASHTO Single-Unit Loads

Specialized hauling vehicles (SHVs) are single-unit trucks with closely spaced multiple axles. The number of axles is typically from four to seven and can be loaded up to 80-kip gross vehicle weight (GVW) without violating federal bridge formula even though they have short wheelbases.

In accordance with SHRP 2 Report: S2-R19B-RW-1, 32 WIM sites were selected (Modjeski and Masters, Inc. et al. 2015).

There are 32 WIM sites from 19 states, including Arizona, Arkansas, Colorado, Delaware, Illinois, Indiana, Kansas, Louisiana, Maine, Maryland, Minnesota, New Mexico, Pennsylvania, Tennessee, Virginia, Wisconsin, California, Florida, and Mississippi.

Lou et al. (2019) developed an algorithm to identify SHVs from the WIM data, as shown in Figure B-1. The algorithm consists of filtering out the erroneous and car readings, filtering out the overweight trucks, and screening the SHV traffic fleet based on the truck configurations (i.e., truck length and weight). Using the algorithm, the SHV’s traffic fleet is screened out from the qualified vehicle fleet. The statistics are summarized in Table B-1.

The load effects of SHVs are normalized by AASHTO’s single-unit family. However, owing to an insufficient number of seven-axle SHVs, the live load extrapolation was performed for four-axle, five-axle, and six-axle SHVs only.

The statistical live load model consists of the mean maximum bias factor (λ), V of the maximum load effects, and the distribution type of the maximum load effects.

The load effects are calculated for span lengths of 30 ft, 60 ft, 80 ft, 120 ft, and 200 ft. Figure B-3 through Figure B-7 show the normal probability paper (NPP) of the SHV gross vehicle weight (GVW) and the load effect ratios for five WIM sites (randomly selected for demonstration purposes).

The live load extrapolations were performed in two approaches, extrapolations using all SHVs’ load and the maximum daily loads, both plotted in the NPP. The Kolmogorov–Smirnov test was selected for different WIM sites and different span lengths due to its better performance than the Chi-Square test. Based on the analysis of goodness of fit, normal distribution can be used to describe all data, while generalized extreme value (GEV) distribution can be used to describe daily maximum data. However, the GEV extrapolations for some span lengths are not able to envelop the maximum observed values. In addition, the normal extrapolation gives more stable results. Therefore, the team decided to use the normal extrapolation.

Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Algorithm for identifying SHVs
Figure B-1. Algorithm for identifying SHVs.

Table B-1. SHV counts from each WIM site.

SourceSite IDQV #SHV4 #SHV5 #SHV6 #SHV7 #
FHWA DataAR21675235591300
AZ1355725000
AZ2143042411800
CO23435801000
DE120167350000
IL685401324100
IN6185263141700
KS247790540000
LA18569210000
MD5328770166400
ME53664884000
MN5555381046800
NM11170951000
NM56082750000
PA6149570513000
TN6162228297100
VA1259180831800
WI12269085216500
NCHRP DataCA_AEB83766717200
CA_AWB943147511100
CA_Bow65109016200
CA_LAN40924841351603610
CA_LAS46612871469140400
CA_Lodi2273143591500
FL_I101641480901400
FL_I95211251842349120
FL_US29389164761100
MI_I1019650221326950
MI_I55R13332683812800
MI_I55U1232223369500
MI_US49122513820010200
MI_US6115929961300
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

The load effect extrapolations were done for various return periods and different simulated ADTTs. The return periods included 1 day, 2 weeks, 1 month, 2 months, 6 months, 1 year, 5 years, 50 years, 75 years, and 100 years; the ADTTs include 250, 1,000, 2,500, 5,000, and 10,000. After the load extrapolation for each site, the mean, V, and distribution types of the maximum load effects were determined for the reliability analysis, as tabulated in Table B-2 through Table B-46.

Table B-2. Four-axle SHV statistical parameters of live load moment for ADTT = 250.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.810.060.840.070.860.070.870.070.860.08
2 weeks0.860.050.880.060.910.050.920.050.920.06
1 month0.870.040.900.050.920.050.940.040.940.05
2 months0.890.040.910.050.940.040.950.040.960.04
6 months0.910.040.940.040.960.030.980.030.990.04
1 year0.920.030.950.030.970.031.000.031.010.04
5 years0.950.030.980.031.000.031.030.031.050.04
50 years0.980.031.010.031.030.031.070.041.100.05
75 years0.990.031.020.031.040.031.070.051.100.06
100 years0.990.031.020.031.040.031.070.051.110.06

Table B-3. Four-axle SHV statistical parameters of live load moment for ADTT = 1,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.840.050.860.070.880.060.890.060.890.07
2 weeks0.890.040.910.050.930.040.950.040.960.05
1 month0.900.040.930.040.950.040.970.040.980.04
2 months0.920.030.940.040.960.030.990.031.000.04
6 months0.940.030.960.030.980.031.010.031.030.04
1 year0.950.030.970.031.000.031.020.031.050.04
5 years0.970.031.000.021.020.031.050.041.080.05
50 years1.000.031.030.031.050.041.080.051.120.06
75 years1.000.041.030.031.050.041.090.051.120.06
100 years1.010.041.030.031.050.041.090.051.130.07

Table B-4. Four-axle SHV statistical parameters of live load moment for ADTT = 2,500.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.850.050.880.060.900.050.910.050.910.06
2 weeks0.910.040.930.040.950.040.970.040.990.04
1 month0.920.030.950.040.970.030.990.031.010.04
2 months0.930.030.960.030.980.031.010.031.030.04
6 months0.950.030.980.031.000.031.030.031.050.04
1 year0.960.030.990.021.010.031.040.041.070.04
5 years0.980.031.010.031.030.031.070.041.100.05
50 years1.010.041.040.031.060.041.090.051.130.07
75 years1.010.041.040.041.060.041.100.061.140.07
100 years1.020.041.040.041.060.041.100.061.140.07
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-5. Four-axle SHV statistical parameters of live load moment for ADTT = 5,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.870.050.890.060.910.050.930.050.930.05
2 weeks0.920.030.940.040.970.030.990.031.010.04
1 month0.930.030.960.030.980.031.010.031.030.04
2 months0.950.030.970.030.990.031.020.031.040.04
6 months0.960.030.990.021.010.031.040.041.070.04
1 year0.970.031.000.021.020.031.050.041.080.05
5 years0.990.031.020.031.040.031.070.051.110.06
50 years1.020.041.040.041.060.041.100.061.140.07
75 years1.020.041.050.041.070.041.110.061.150.07
100 years1.020.041.050.041.070.041.110.061.150.07

Table B-6. Four-axle SHV statistical parameters of live load moment for ADTT = 10,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.880.040.900.050.930.050.940.040.950.05
2 weeks0.930.030.960.030.980.031.000.031.030.04
1 month0.950.030.970.030.990.031.020.031.040.04
2 months0.960.030.980.021.000.031.030.031.060.04
6 months0.970.031.000.021.020.031.050.041.080.05
1 year0.980.031.010.031.030.031.060.041.090.05
5 years1.000.031.030.031.050.041.080.051.120.06
50 years1.020.041.050.041.070.041.110.061.150.07
75 years1.030.041.050.041.070.051.110.061.160.08
100 years1.030.041.050.041.080.051.120.061.160.08

Table B-7. Four-axle SHV statistical parameters of live load reaction for ADTT = 250.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.800.080.870.060.890.060.880.060.870.08
2 weeks0.850.070.910.050.930.040.930.050.930.06
1 month0.870.060.930.040.940.040.950.040.950.05
2 months0.880.060.940.040.960.040.970.040.970.05
6 months0.910.050.960.030.980.030.990.031.000.04
1 year0.920.050.970.030.990.031.010.031.020.04
5 years0.960.041.000.031.020.031.040.031.060.04
50 years0.990.051.030.041.050.041.080.041.100.05
75 years1.000.051.030.041.050.041.080.041.110.05
100 years1.000.051.040.041.050.041.080.051.110.06

Table B-8. Four-axle SHV statistical parameters of live load reaction for ADTT = 1,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.820.070.890.050.910.050.910.060.900.07
2 weeks0.880.060.940.040.950.040.960.040.970.05
1 month0.900.060.950.040.970.030.980.040.990.04
2 months0.910.050.970.030.980.031.000.031.010.04
6 months0.940.050.980.031.000.031.020.031.040.04
1 year0.950.041.000.031.010.031.040.031.050.04
5 years0.980.041.020.031.040.041.060.041.090.05
50 years1.010.051.040.041.060.051.090.051.120.06
75 years1.010.051.050.041.060.051.100.051.130.06
100 years1.020.051.050.041.070.051.100.051.130.06
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-9. Four-axle SHV statistical parameters of live load reaction for ADTT = 2,500.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.840.070.910.050.920.050.920.050.920.06
2 weeks0.900.050.960.030.970.030.990.040.990.04
1 month0.920.050.970.030.990.031.000.031.020.04
2 months0.930.050.980.031.000.031.020.031.030.04
6 months0.960.041.000.031.020.031.040.031.060.04
1 year0.970.041.010.031.030.031.050.041.070.04
5 years0.990.051.030.041.050.041.080.041.100.05
50 years1.020.051.050.041.070.051.100.051.140.07
75 years1.020.061.060.051.070.051.110.061.140.07
100 years1.030.061.060.051.080.051.110.061.150.07

Table B-10. Four-axle SHV statistical parameters of live load reaction for ADTT = 5,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.860.070.920.040.940.040.940.050.940.05
2 weeks0.920.050.970.030.990.031.000.031.010.04
1 month0.930.050.980.031.000.031.020.031.030.04
2 months0.950.040.990.031.010.031.030.031.050.04
6 months0.970.041.010.031.030.031.050.041.070.04
1 year0.980.041.020.031.040.041.060.041.090.05
5 years1.000.051.040.041.050.041.080.051.110.06
50 years1.030.061.060.051.080.051.110.061.150.07
75 years1.030.061.060.051.080.051.120.061.150.07
100 years1.030.061.060.051.080.051.120.061.160.07

Table B-11. Four-axle SHV statistical parameters of live load reaction for ADTT = 10,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.870.060.930.040.950.040.960.040.960.05
2 weeks0.930.050.980.031.000.031.020.031.030.04
1 month0.950.040.990.031.010.031.030.031.050.04
2 months0.960.041.000.031.020.031.040.031.070.04
6 months0.980.041.020.031.030.041.060.041.090.05
1 year0.990.051.030.041.040.041.070.041.100.05
5 years1.010.051.040.041.060.051.090.051.120.06
50 years1.030.061.060.051.080.051.120.061.160.07
75 years1.040.061.070.051.080.061.120.061.160.07
100 years1.040.061.070.051.090.061.130.061.160.08

Table B-12. Four-axle SHV statistical parameters of live load negative moment for ADTT = 250.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.870.120.880.060.880.060.860.080.850.09
2 weeks0.970.090.920.050.930.050.930.060.920.07
1 month1.010.080.930.050.950.050.950.050.950.06
2 months1.040.070.950.040.960.040.970.050.970.05
6 months1.080.060.970.040.990.041.010.041.010.05
1 year1.110.060.980.031.010.031.030.041.040.05
5 years1.180.061.010.031.040.031.070.041.080.05
50 years1.240.071.040.031.080.041.120.061.140.07
75 years1.250.081.050.031.090.051.120.061.140.07
100 years1.260.081.050.031.090.051.130.061.150.07
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-13. Four-axle SHV statistical parameters of live load negative moment for ADTT = 1,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.920.100.900.060.900.060.890.070.880.08
2 weeks1.030.080.950.040.960.040.970.050.970.05
1 month1.070.070.960.040.980.040.990.041.000.05
2 months1.100.060.980.031.000.031.010.041.020.05
6 months1.140.061.000.031.020.031.050.041.060.05
1 year1.170.061.010.031.040.031.060.041.080.05
5 years1.220.071.030.031.070.041.100.051.120.06
50 years1.280.081.060.041.100.051.140.061.160.07
75 years1.290.091.060.041.100.051.150.071.170.08
100 years1.290.091.070.041.110.051.150.071.170.08

Table B-14. Four-axle SHV statistical parameters of live load negative moment for ADTT = 2,500.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.960.090.910.050.920.050.920.060.910.07
2 weeks1.070.070.970.040.990.041.000.041.000.05
1 month1.110.060.980.031.000.031.020.041.030.05
2 months1.130.060.990.031.020.031.040.041.050.05
6 months1.170.061.010.031.040.031.070.041.080.05
1 year1.200.061.020.031.050.041.080.051.100.05
5 years1.240.071.040.031.080.041.120.061.140.07
50 years1.300.091.070.041.110.051.150.071.180.08
75 years1.310.091.070.041.110.061.160.071.180.08
100 years1.310.101.080.041.120.061.160.071.190.09

Table B-15. Four-axle SHV statistical parameters of live load negative moment for ADTT = 5,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.990.090.930.050.940.050.940.060.940.06
2 weeks1.100.060.980.031.000.031.020.041.030.05
1 month1.130.060.990.031.020.031.040.041.050.05
2 months1.160.061.010.031.030.031.060.041.070.05
6 months1.200.061.020.031.050.041.080.051.100.05
1 year1.220.071.030.031.070.041.100.051.120.06
5 years1.260.081.050.031.090.051.130.061.150.07
50 years1.310.101.080.041.120.061.160.071.190.09
75 years1.320.101.080.041.120.061.170.081.190.09
100 years1.330.101.080.041.130.061.170.081.200.09

Table B-16. Four-axle SHV statistical parameters of live load negative moment for ADTT = 10,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day1.020.080.940.040.950.040.960.050.960.06
2 weeks1.130.060.990.031.020.031.040.041.050.05
1 month1.160.061.010.031.030.031.060.041.070.05
2 months1.180.061.020.031.050.041.080.051.090.05
6 months1.220.071.030.031.070.041.100.051.120.06
1 year1.240.071.040.031.080.041.110.061.130.06
5 years1.280.081.060.041.100.051.140.061.160.07
50 years1.330.101.080.041.130.061.170.081.200.09
75 years1.330.101.090.051.130.061.180.081.200.09
100 years1.340.111.090.051.130.061.180.081.210.09
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-17. Five-axle SHV statistical parameters of live load moment for ADTT = 250.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.630.140.780.060.830.060.870.070.880.07
2 weeks0.710.120.830.050.880.050.910.050.920.05
1 month0.730.120.850.050.890.050.920.050.940.05
2 months0.760.110.860.050.900.050.930.050.950.05
6 months0.800.110.890.050.930.050.960.040.980.04
1 year0.820.110.910.060.940.040.970.040.990.04
5 years0.880.110.940.060.970.041.000.031.020.03
50 years0.940.110.970.071.000.051.030.031.060.03
75 years0.950.120.980.071.000.051.030.031.060.03
100 years0.950.120.980.071.000.051.040.041.070.03

Table B-18. Five-axle SHV statistical parameters of live load moment for ADTT = 1,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.670.130.810.050.850.060.890.060.900.06
2 weeks0.750.110.860.050.900.050.930.050.950.05
1 month0.780.110.880.050.920.050.950.040.970.04
2 months0.810.110.900.050.930.050.960.040.980.04
6 months0.850.110.920.060.950.040.980.041.000.04
1 year0.870.110.930.060.960.040.990.031.020.03
5 years0.910.110.960.060.990.041.020.031.040.03
50 years0.970.120.990.071.010.051.040.041.070.04
75 years0.970.121.000.071.020.051.050.041.080.04
100 years0.980.131.000.071.020.051.050.041.080.04

Table B-19. Five-axle SHV statistical parameters of live load moment for ADTT = 2,500.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.690.120.820.050.870.050.900.060.920.06
2 weeks0.790.110.880.050.920.050.950.040.970.04
1 month0.820.110.900.050.930.040.970.040.990.04
2 months0.840.110.920.060.950.040.980.041.000.04
6 months0.870.110.940.060.970.041.000.031.020.03
1 year0.900.110.950.060.980.041.010.031.030.03
5 years0.940.110.970.071.000.051.030.031.060.03
50 years0.980.131.000.071.020.051.050.041.080.04
75 years0.990.131.010.081.030.051.060.041.090.04
100 years1.000.131.010.081.030.061.060.041.090.04

Table B-20. Five-axle SHV statistical parameters of live load moment for ADTT = 5,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.720.120.840.050.880.050.910.050.930.05
2 weeks0.810.110.900.050.930.040.960.040.990.04
1 month0.840.110.920.060.950.040.980.041.000.04
2 months0.860.110.930.060.960.040.990.031.010.03
6 months0.900.110.950.060.980.041.010.031.030.03
1 year0.910.110.960.060.990.041.020.031.040.03
5 years0.950.120.980.071.000.051.040.041.070.03
50 years1.000.131.010.081.030.061.060.041.090.04
75 years1.000.131.010.081.030.061.060.041.100.04
100 years1.010.141.020.081.030.061.060.041.100.04
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-21. Five-axle SHV statistical parameters of live load moment for ADTT = 10,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.740.120.860.050.900.050.930.050.940.05
2 weeks0.840.110.910.060.950.040.980.041.000.04
1 month0.860.110.930.060.960.040.990.031.010.03
2 months0.880.110.940.060.970.041.000.031.030.03
6 months0.910.110.960.060.990.041.020.031.040.03
1 year0.930.110.970.060.990.051.020.031.050.03
5 years0.970.120.990.071.010.051.040.041.070.04
50 years1.010.141.020.081.030.061.060.041.100.04
75 years1.020.141.020.081.040.061.070.051.100.05
100 years1.020.141.020.081.040.061.070.051.110.05

Table B-22. Five-axle SHV statistical parameters of live load reaction for ADTT = 250.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.720.120.840.050.860.050.870.060.880.07
2 weeks0.770.100.880.050.900.040.920.050.930.06
1 month0.790.100.890.040.910.040.930.040.940.05
2 months0.800.090.900.040.930.040.940.040.960.05
6 months0.830.080.920.040.950.030.970.040.980.04
1 year0.850.080.930.030.960.030.980.031.000.04
5 years0.880.060.960.030.980.031.010.031.030.03
50 years0.930.060.990.031.010.031.040.031.070.03
75 years0.930.060.990.031.020.031.050.031.070.03
100 years0.940.061.000.031.020.031.050.031.080.03

Table B-23. Five-axle SHV statistical parameters of live load reaction for ADTT = 1,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.740.110.860.050.880.050.890.050.900.06
2 weeks0.800.090.900.040.920.040.940.040.960.05
1 month0.820.090.910.040.940.030.960.040.970.04
2 months0.840.080.930.040.950.030.970.030.990.04
6 months0.860.070.940.030.970.030.990.031.010.03
1 year0.880.060.960.030.980.031.010.031.030.03
5 years0.910.060.980.031.000.031.030.031.050.03
50 years0.950.061.000.031.030.031.060.031.090.03
75 years0.960.071.010.031.030.031.060.031.090.04
100 years0.960.071.010.041.030.031.070.031.100.04

Table B-24. Five-axle SHV statistical parameters of live load reaction for ADTT = 2,500.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.760.110.870.050.900.050.910.050.920.06
2 weeks0.820.090.920.040.940.030.960.040.980.04
1 month0.840.080.930.030.950.030.980.030.990.04
2 months0.860.070.940.030.970.030.990.031.010.03
6 months0.880.060.960.030.980.031.010.031.030.03
1 year0.900.060.970.030.990.031.020.031.040.03
5 years0.930.060.990.031.010.031.040.031.070.03
50 years0.960.071.010.041.030.041.070.031.100.04
75 years0.970.071.010.041.040.041.070.041.100.04
100 years0.970.071.020.041.040.041.070.041.110.04
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-25. Five-axle SHV statistical parameters of live load reaction for ADTT = 5,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.780.100.880.040.910.040.920.050.930.05
2 weeks0.840.080.930.040.950.030.980.030.990.04
1 month0.860.070.940.030.970.030.990.031.010.03
2 months0.880.070.950.030.980.031.000.031.020.03
6 months0.900.060.970.030.990.031.020.031.040.03
1 year0.910.060.980.031.000.031.030.031.050.03
5 years0.940.061.000.031.020.031.050.031.080.03
50 years0.970.071.020.041.040.041.070.041.110.04
75 years0.980.081.020.041.040.041.080.041.110.04
100 years0.980.081.020.041.050.041.080.041.110.04

Table B-26. Five-axle SHV statistical parameters of live load reaction for ADTT = 10,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.790.100.890.040.920.040.940.040.950.05
2 weeks0.860.070.940.030.960.030.990.031.010.03
1 month0.880.070.950.030.980.031.000.031.020.03
2 months0.890.060.960.030.990.031.010.031.040.03
6 months0.910.060.980.031.000.031.030.031.050.03
1 year0.920.060.990.031.010.031.040.031.060.03
5 years0.950.061.000.031.030.031.060.031.090.03
50 years0.980.081.020.041.050.041.080.041.110.04
75 years0.980.081.030.041.050.041.080.041.120.04
100 years0.990.081.030.041.050.041.090.041.120.05

Table B-27. Five-axle SHV statistical parameters of live load negative moment for ADTT = 250.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.820.140.860.060.880.060.880.070.880.08
2 weeks0.900.120.900.050.920.050.930.060.940.07
1 month0.920.110.910.050.940.050.950.050.950.06
2 months0.950.100.920.040.950.050.960.050.970.06
6 months0.990.090.940.040.970.040.990.041.000.05
1 year1.010.080.950.040.980.041.010.041.020.04
5 years1.070.060.980.041.010.031.040.031.050.03
50 years1.130.071.000.041.040.031.080.031.100.04
75 years1.140.081.010.041.040.031.080.031.100.04
100 years1.140.081.010.041.050.031.090.031.110.04

Table B-28. Five-axle SHV statistical parameters of live load negative moment for ADTT = 1,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.860.130.880.050.900.060.910.070.910.07
2 weeks0.950.100.920.040.950.050.960.050.970.06
1 month0.970.090.930.040.960.040.980.050.990.05
2 months1.000.090.950.040.970.041.000.041.010.05
6 months1.040.070.960.040.990.031.020.041.030.04
1 year1.060.060.970.041.010.031.030.031.050.03
5 years1.110.060.990.041.030.031.060.031.080.03
50 years1.160.091.020.041.050.031.100.041.120.04
75 years1.170.091.020.041.060.031.100.041.120.04
100 years1.170.101.020.041.060.031.100.041.130.05
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-29. Five-axle SHV statistical parameters of live load negative moment for ADTT = 2,500.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.890.120.890.050.920.050.920.060.930.07
2 weeks0.980.090.940.040.970.040.980.050.990.05
1 month1.010.080.950.040.980.041.000.041.010.04
2 months1.030.070.960.040.990.031.020.041.030.04
6 months1.070.060.980.041.010.031.040.031.050.03
1 year1.090.060.990.041.020.031.050.031.070.03
5 years1.130.071.000.041.040.031.080.031.100.04
50 years1.180.101.020.051.060.031.110.041.130.05
75 years1.180.101.030.051.070.041.110.041.140.05
100 years1.190.111.030.051.070.041.120.041.140.05

Table B-30. Five-axle SHV statistical parameters of live load negative moment for ADTT = 5,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.910.120.900.050.930.050.940.060.940.06
2 weeks1.000.080.950.040.980.041.000.041.010.04
1 month1.030.070.960.040.990.031.020.041.030.04
2 months1.050.070.970.041.000.031.030.031.050.04
6 months1.090.060.980.041.020.031.050.031.070.03
1 year1.110.060.990.041.030.031.060.031.080.03
5 years1.140.081.010.041.050.031.090.031.110.04
50 years1.190.111.030.051.070.041.120.041.140.05
75 years1.200.111.030.051.070.041.120.041.140.05
100 years1.200.121.040.051.080.041.120.051.150.05

Table B-31. Five-axle SHV statistical parameters of live load negative moment for ADTT = 10,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.930.110.920.040.940.050.950.050.960.06
2 weeks1.030.070.960.040.990.031.010.041.030.04
1 month1.050.070.970.041.000.031.030.031.050.04
2 months1.070.060.980.041.010.031.040.031.060.03
6 months1.100.060.990.041.030.031.060.031.080.03
1 year1.120.071.000.041.040.031.070.031.090.03
5 years1.160.091.020.041.050.031.100.041.120.04
50 years1.200.121.040.051.080.041.120.051.150.05
75 years1.210.121.040.051.080.041.130.051.150.06
100 years1.210.121.040.051.080.041.130.051.160.06

Table B-32. Six-axle SHV statistical parameters of live load moment for ADTT = 250.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.370.030.460.090.470.130.470.160.480.18
2 weeks0.450.020.540.080.550.110.570.130.580.15
1 month0.470.020.570.070.580.100.600.120.610.14
2 months0.500.020.600.070.610.090.630.110.640.13
6 months0.540.010.650.060.670.080.680.100.700.11
1 year0.580.010.680.060.700.070.720.090.740.10
5 years0.670.000.780.040.800.050.830.050.850.06
50 years0.800.030.910.000.950.000.990.011.010.01
75 years0.820.030.940.000.980.011.010.021.040.02
100 years0.830.040.950.010.990.021.030.021.060.03
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-33. Six-axle SHV statistical parameters of live load moment for ADTT = 1,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.410.030.500.090.510.120.520.150.530.17
2 weeks0.500.020.590.070.610.090.630.110.640.13
1 month0.530.010.630.060.650.090.660.100.670.12
2 months0.560.010.660.060.680.080.700.090.710.10
6 months0.610.010.720.050.740.060.770.070.780.08
1 year0.650.000.760.040.790.050.810.060.830.06
5 years0.750.020.860.020.900.020.930.020.950.02
50 years0.860.040.980.021.030.031.070.041.100.05
75 years0.880.051.000.021.050.031.090.051.120.06
100 years0.890.051.010.021.060.041.100.051.130.06

Table B-34. Six-axle SHV statistical parameters of live load moment for ADTT = 2,500.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.430.020.530.080.540.110.550.140.560.15
2 weeks0.530.010.630.060.650.080.670.100.680.11
1 month0.570.010.670.060.690.070.710.090.730.10
2 months0.600.010.710.050.730.060.750.080.770.09
6 months0.670.000.770.040.800.050.830.050.850.06
1 year0.710.010.820.030.850.030.880.040.900.04
5 years0.800.030.910.000.950.000.990.011.010.01
50 years0.900.051.020.031.070.041.110.061.140.07
75 years0.920.061.040.031.090.051.130.061.160.07
100 years0.930.061.050.031.100.051.140.071.170.08

Table B-35. Six-axle SHV statistical parameters of live load moment for ADTT = 5,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.460.020.550.080.570.100.580.130.590.15
2 weeks0.570.010.670.060.690.080.710.090.720.10
1 month0.600.010.710.050.730.060.750.080.770.09
2 months0.640.000.750.040.780.050.800.060.820.07
6 months0.710.010.820.030.850.030.880.040.900.04
1 year0.750.020.860.020.900.020.930.020.950.02
5 years0.830.040.950.010.990.021.030.021.060.03
50 years0.930.061.050.031.100.051.140.071.170.08
75 years0.940.061.060.041.110.061.160.081.190.09
100 years0.950.061.070.041.120.061.170.081.200.09

Table B-36. Six-axle SHV statistical parameters of live load moment for ADTT = 10,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.480.020.580.070.600.100.610.120.620.13
2 weeks0.600.010.700.050.730.070.750.080.770.09
1 month0.640.000.750.040.780.050.800.060.820.07
2 months0.680.000.790.040.820.040.850.050.870.05
6 months0.750.020.860.020.900.020.930.020.950.02
1 year0.790.030.900.010.940.000.970.001.000.00
5 years0.860.040.980.021.030.031.070.041.100.05
50 years0.950.061.070.041.120.061.170.081.200.09
75 years0.960.071.090.041.140.071.180.091.220.10
100 years0.970.071.100.051.150.071.200.091.230.10
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-37. Six-axle SHV statistical parameters of live load reaction for ADTT = 250.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.390.090.460.140.470.160.480.180.480.20
2 weeks0.490.060.560.110.570.130.570.150.580.16
1 month0.520.060.590.100.600.120.610.140.610.15
2 months0.560.050.620.100.630.110.640.130.650.14
6 months0.610.030.680.080.690.090.700.110.710.11
1 year0.660.020.720.070.730.080.740.090.750.10
5 years0.770.000.830.040.840.040.850.050.860.06
50 years0.940.061.000.021.010.021.020.021.030.02
75 years0.960.071.020.031.040.031.050.031.060.03
100 years0.980.071.040.041.050.041.070.041.080.04

Table B-38. Six-axle SHV statistical parameters of live load reaction for ADTT = 1,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.440.080.510.130.520.150.530.170.530.18
2 weeks0.550.050.620.100.630.110.640.130.640.14
1 month0.590.040.660.090.670.100.680.110.680.12
2 months0.630.030.700.080.710.090.720.100.720.11
6 months0.700.010.770.060.780.070.790.080.790.08
1 year0.750.000.820.040.830.050.840.060.850.06
5 years0.870.040.930.000.950.000.960.010.970.01
50 years1.020.091.080.061.090.061.110.061.120.06
75 years1.040.091.100.071.120.071.130.071.140.07
100 years1.060.101.110.071.130.071.150.071.160.07

Table B-39. Six-axle SHV statistical parameters of live load reaction for ADTT = 2,500.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.480.070.550.120.550.140.560.150.570.16
2 weeks0.600.040.670.080.680.100.690.110.690.12
1 month0.650.030.710.070.720.080.730.100.740.10
2 months0.690.020.750.060.770.070.770.080.780.09
6 months0.770.000.830.040.840.040.850.050.860.06
1 year0.820.020.880.020.900.030.910.030.920.04
5 years0.940.061.000.021.010.021.020.021.030.02
50 years1.070.101.120.081.140.081.160.081.170.08
75 years1.090.111.140.081.160.081.180.091.190.09
100 years1.100.111.150.091.170.091.190.091.200.09

Table B-40. Six-axle SHV statistical parameters of live load reaction for ADTT = 5,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.510.060.570.110.580.130.590.140.590.15
2 weeks0.640.030.710.070.720.090.730.100.730.11
1 month0.690.020.750.060.770.070.770.080.780.09
2 months0.740.000.800.050.810.050.820.060.830.07
6 months0.820.020.880.020.890.030.910.030.910.04
1 year0.870.040.930.000.950.000.960.010.970.01
5 years0.980.071.040.041.050.041.070.041.080.04
50 years1.100.111.150.091.170.091.190.091.200.09
75 years1.120.121.170.091.190.101.210.101.220.10
100 years1.130.121.180.101.200.101.220.111.230.11
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-41. Six-axle SHV statistical parameters of live load reaction for ADTT = 10,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.540.050.610.100.610.120.620.130.630.14
2 weeks0.690.020.750.060.760.070.770.080.780.09
1 month0.740.000.800.050.810.050.820.060.830.07
2 months0.790.010.850.030.860.040.880.040.880.05
6 months0.870.030.930.000.950.010.960.010.970.01
1 year0.920.050.980.021.000.021.010.011.020.01
5 years1.020.091.080.061.090.061.110.061.120.06
50 years1.130.121.180.101.200.101.220.111.230.11
75 years1.140.131.200.101.220.111.240.111.250.12
100 years1.160.131.210.111.230.111.250.121.260.12

Table B-42. Six-axle SHV statistical parameters of live load negative moment for ADTT = 250.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.510.100.490.140.490.170.490.190.490.21
2 weeks0.590.090.570.110.580.140.580.160.590.17
1 month0.620.080.600.110.610.130.620.150.620.16
2 months0.650.080.630.100.640.120.650.140.650.14
6 months0.700.080.690.090.700.100.710.120.710.12
1 year0.740.070.720.080.740.090.750.100.760.11
5 years0.840.060.820.050.850.060.860.060.870.06
50 years0.990.030.980.001.010.011.030.011.040.01
75 years1.010.031.000.011.030.021.060.021.070.02
100 years1.030.021.010.021.050.021.070.031.090.03

Table B-43. Six-axle SHV statistical parameters of live load negative moment for ADTT = 1,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.550.090.530.130.530.160.530.180.540.19
2 weeks0.650.080.630.100.640.120.650.140.650.15
1 month0.680.080.660.090.680.110.690.120.690.13
2 months0.720.080.700.080.710.100.720.110.730.12
6 months0.780.070.760.070.780.080.790.090.800.09
1 year0.830.060.810.050.830.060.850.070.850.07
5 years0.930.040.920.020.950.020.970.020.980.02
50 years1.060.011.050.031.090.041.110.051.130.05
75 years1.080.011.070.041.110.051.140.061.150.06
100 years1.090.011.080.041.120.051.150.061.160.07

Table B-44. Six-axle SHV statistical parameters of live load negative moment for ADTT = 2,500.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.580.090.560.120.570.140.570.160.570.17
2 weeks0.690.080.670.090.680.110.690.120.700.13
1 month0.730.070.710.080.730.090.740.110.740.11
2 months0.770.070.750.070.770.080.780.090.790.10
6 months0.840.060.820.050.850.060.860.060.870.06
1 year0.890.050.870.030.900.040.910.040.920.04
5 years0.990.030.980.001.010.011.030.011.040.01
50 years1.100.001.090.051.130.061.160.071.180.08
75 years1.120.001.110.051.150.071.180.081.200.08
100 years1.130.001.120.061.160.071.190.081.210.09
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-45. Six-axle SHV statistical parameters of live load negative moment for ADTT = 5,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBias V
1 day0.610.090.590.110.590.140.600.150.600.16
2 weeks0.730.070.710.080.720.100.730.110.740.11
1 month0.770.070.750.070.770.080.780.090.790.10
2 months0.810.060.800.060.820.070.830.070.840.08
6 months0.890.050.870.040.900.040.910.040.920.04
1 year0.930.040.920.020.950.020.970.020.980.02
5 years1.030.021.010.021.050.021.070.031.090.03
50 years1.130.001.120.061.160.071.190.081.210.09
75 years1.150.001.140.061.180.081.210.091.230.10
100 years1.160.011.150.061.190.081.220.101.240.10

Table B-46. Six-axle SHV statistical parameters of live load negative moment for ADTT = 10,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.640.080.620.100.620.130.630.140.630.15
2 weeks0.770.070.750.070.770.080.780.090.780.10
1 month0.810.060.800.060.820.070.830.070.840.08
2 months0.860.060.840.040.870.050.880.050.890.06
6 months0.930.040.920.020.940.020.960.020.970.02
1 year0.980.030.960.000.990.001.010.001.030.00
5 years1.060.011.050.031.090.041.110.051.130.05
50 years1.160.011.150.061.190.081.220.101.240.10
75 years1.170.011.160.071.210.091.240.101.260.11
100 years1.180.011.170.071.220.091.250.111.270.12

B.2 FAST Act Emergency Vehicles

Lou et al. (2021) developed an algorithm to identify emergency vehicles (EVs) from the WIM data, as shown in Figure B-2. The algorithm consists of filtering out the erroneous and car readings and identifying EV traffic fleet based on the axle spacings and weights. The potential EV fleet is screened based on the typical EV configurations provided by Emergency Vehicle Size and Weight Regulation Guideline (Fire Apparatus Manufacturers’ Association 2017), which is also the basis for FHWA to develop the FAST Act EV2 and EV3 (FHWA 2016). Table B-47 shows the counts of EV2 and EV3 from each WIM site.

The procedures to develop the live load statistics are the same as those described previously. For EVs, the development of the statistical live load model considered two loading scenarios: (1) single EV loading event and (2) multiple presence (MP) loading event. However, for the

Algorithm for identifying EVs
Figure B-2. Algorithm for identifying EVs.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-47. EV counts from each WIM site.

SourceSite IDQualified Truck #EV2 #EV3 #
FHWA DataAR21675235146612
AZ13557240371
AZ214304244721403
CO234358034450
DE12016734031872
IL685401392667
IN618526374516
KS2477905174583
LA1856921501073
MD53287703621856
ME53664884101032
MN55553864141
NM1117095139594
NM56082753461017
PA614957051691580
TN61622282136779
VA1259180233551
WI122690890304
NCHRP DataCA_AEB837667180133
CA_AWB9431475021063
CA_Bow65109092649
CA_LAN40924849453884
CA_LAS46612878206392
CA_Lodi22731438012134
FL_I10164148017073537
FL_I952112518231262
FL_US2938916422164623
MI_I101965022212649
MI_I55R133326816427270
MI_I55U12322236353043
MI_US49122513811765
MI_US6115929937224

single EV loading event, due to the fidelity of the proposed filtering criteria, the load effects of any EV candidates should fall within a certain range, which is less or equal to the load effects of the FAST Act EVs (i.e., load effect ratio is equal or less than 1.0). In contrast, the MP scenario in which an EV passes through a bridge together with other random trucks can go beyond 1.0 because the weight of the non-EV truck is essentially a random variable. This study analyzed two MP scenarios: (1) an EV and an unrestricted legal load traveling on the same lane, and (2) an EV and an unrestricted legal load traveling side-by-side.

The same 32 WIM sites were used to analyze the live load statistics of the single EV loading event. However, to identify the MP events from WIM data, the timestamp of each vehicle needed to be accurate to 0.01s. None of the 32 WIM systems satisfies this requirement. Due to this constraint, another eight WIM sites from New York were deployed for the MP cases.

For the two-lane loaded side-by-side event, the girder distribution factors were determined based on 131 existing steel girder bridges collected by the NCHRP Project 12-26 (1991). The NPP is used to extrapolate the maximum load effect for a 5-year return period. From the NPP, it is observed that for all the sites, the upper 50% tail of the load effects generally followed a straight line, indicating that a normal distribution can be used to describe the upper-tail data.

The final live load statistical models were taken as the governing value from (1) a single EV loading event, (2) an EV traveling with an unrestricted legal load on the same lane, and (3) an EV and an unrestricted legal load traveling side-by-side. Generally, on a short span (e.g., 30 ft), the single EV loading event governs; on a long span (e.g., 120 ft, 200 ft), the single-lane MP event governs.

Figure B-8 through Figure B-12 show the NPP for five sites (randomly selected). Table B-48 through Table B-77 present the live load statistics developed for different return periods and ADTTs.

Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
FHWA site MN5 SHV NPP
Figure B-3. FHWA site MN5 SHV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
FHWA site WI1 SHV NPP
Figure B-4. FHWA site WI1 SHV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
NCHRP site CA_LAS SHV NPP
Figure B-5. NCHRP site CA_LAS SHV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
NCHRP site MI_I10 SHV NPP
Figure B-6. NCHRP site MI_I10 SHV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
NCHRP site MI_US49 SHV NPP
Figure B-7. NCHRP site MI_US49 SHV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
FHWA site AZ2 EV NPP
Figure B-8. FHWA site AZ2 EV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
FHWA site IN6 EV NPP
Figure B-9. FHWA site IN6 EV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
NCHRP site CA-AEB EV NPP
Figure B-10. NCHRP site CA-AEB EV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
NCHRP site CA-AWB EV NPP
Figure B-11. NCHRP site CA-AWB EV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
NCHRP site MI-I10 EV NPP
Figure B-12. NCHRP site MI-I10 EV NPP.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-48. Two-axle EV statistical parameters of live load moment for ADTT = 250.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.470.170.460.160.480.150.490.140.490.14
2 weeks0.610.130.580.120.590.110.600.110.630.29
1 month0.650.120.620.110.660.060.640.100.740.27
2 months0.690.100.650.100.730.060.670.090.830.25
6 months0.740.090.700.080.830.080.760.260.980.21
1 year0.770.090.730.080.890.090.850.221.070.18
5 years0.830.080.810.071.000.111.020.151.250.14
50 years0.900.090.930.081.130.141.230.141.450.13
75 years0.910.100.950.081.150.141.260.151.480.13
100 years0.920.100.960.081.160.151.280.151.500.13

Table B-49. Two-axle EV statistical parameters of live load moment for ADTT = 1,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.540.150.520.140.540.130.550.130.550.12
2 weeks0.680.110.650.100.730.060.660.090.820.25
1 month0.720.100.680.090.800.070.720.280.930.22
2 months0.750.090.710.080.860.080.800.241.020.20
6 months0.800.080.750.080.940.100.930.191.150.16
1 year0.820.080.790.070.990.111.000.161.220.15
5 years0.870.090.890.071.080.131.150.131.370.13
50 years0.930.110.990.081.200.161.330.171.550.14
75 years0.940.111.010.091.210.161.350.181.570.14
100 years0.950.111.020.091.230.161.370.181.590.14

Table B-50. Two-axle EV statistical parameters of live load moment for ADTT = 2,500.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.590.140.570.120.580.120.590.110.590.11
2 weeks0.730.090.690.090.810.070.730.270.950.21
1 month0.760.090.720.080.880.080.820.231.050.19
2 months0.790.080.740.080.930.090.910.201.130.17
6 months0.830.080.800.071.000.111.020.151.240.15
1 year0.850.090.850.071.050.121.090.141.310.14
5 years0.900.090.930.081.130.141.230.141.450.13
50 years0.950.111.030.091.240.171.390.191.610.14
75 years0.960.121.050.091.250.171.410.201.630.15
100 years0.970.121.060.101.270.171.430.211.650.15
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-51. Two-axle EV statistical parameters of live load moment for ADTT = 5,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.630.120.600.110.620.060.620.100.680.28
2 weeks0.760.090.720.080.870.080.820.241.040.19
1 month0.790.080.740.080.930.090.910.201.130.17
2 months0.810.080.780.070.980.100.980.171.200.15
6 months0.850.090.850.071.040.121.090.141.310.14
1 year0.870.090.890.071.080.131.150.131.370.13
5 years0.920.100.960.081.160.151.280.151.500.13
50 years0.970.121.060.101.270.171.430.211.650.15
75 years0.980.121.070.101.280.181.450.211.680.15
100 years0.990.121.080.101.290.181.470.221.690.16

Table B-52. Two-axle EV statistical parameters of live load moment for ADTT = 10,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.660.110.630.100.690.060.650.100.780.26
2 weeks0.790.080.740.080.920.090.900.201.120.17
1 month0.810.080.780.070.980.100.980.171.200.15
2 months0.840.080.820.071.020.111.050.141.270.14
6 months0.870.090.890.071.080.131.150.131.370.13
1 year0.890.090.920.081.120.141.210.141.430.13
5 years0.930.110.990.081.200.161.330.171.550.14
50 years0.990.121.080.101.290.181.470.221.690.16
75 years0.990.131.090.101.310.191.490.231.720.16
100 years1.000.131.100.111.320.191.510.241.730.16

Table B-53. Two-axle EV statistical parameters of live load reaction for ADTT = 250.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.450.160.490.140.490.140.490.140.490.14
2 weeks0.580.120.600.110.610.100.610.110.780.29
1 month0.620.110.640.100.690.100.640.100.880.27
2 months0.650.100.670.090.760.100.710.310.980.24
6 months0.700.090.710.080.870.100.840.271.120.21
1 year0.730.080.730.080.940.100.930.241.210.19
5 years0.780.080.830.081.060.101.110.181.380.17
50 years0.840.080.960.071.200.101.320.171.570.18
75 years0.850.090.980.061.220.101.350.181.600.18
100 years0.860.091.000.061.230.101.370.181.620.19
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-54. Two-axle EV statistical parameters of live load reaction for ADTT = 1,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.520.140.550.130.550.120.550.120.610.30
2 weeks0.650.100.660.090.760.100.700.320.970.25
1 month0.680.090.690.080.830.100.790.291.070.22
2 months0.710.080.720.080.900.100.880.261.160.20
6 months0.750.080.770.090.990.101.010.211.280.18
1 year0.770.080.810.081.040.101.090.191.360.17
5 years0.820.080.920.071.150.101.240.171.500.17
50 years0.880.091.030.061.270.111.420.191.670.19
75 years0.890.091.050.061.290.111.450.201.690.20
100 years0.890.101.060.061.300.111.470.211.710.20

Table B-55. Two-axle EV statistical parameters of live load reaction for ADTT = 2,500.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.560.130.590.110.590.110.590.110.730.29
2 weeks0.690.090.700.080.850.100.810.281.090.22
1 month0.720.080.730.080.920.100.910.251.190.20
2 months0.740.080.750.090.980.100.990.221.260.18
6 months0.780.080.830.081.060.101.110.191.380.17
1 year0.800.080.870.081.100.101.180.171.440.17
5 years0.840.080.960.071.200.101.320.171.570.18
50 years0.900.101.070.061.310.111.480.211.730.21
75 years0.910.101.080.061.330.111.510.221.750.21
100 years0.910.101.090.061.340.111.530.221.770.21

Table B-56. Two-axle EV statistical parameters of live load reaction for ADTT = 5,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.600.120.620.100.650.100.630.100.830.28
2 weeks0.710.080.730.080.910.100.900.251.180.20
1 month0.740.080.750.090.980.100.990.221.260.18
2 months0.770.080.800.091.030.101.070.201.340.18
6 months0.800.080.870.081.100.101.180.171.440.17
1 year0.820.080.920.071.150.101.240.171.500.17
5 years0.860.091.000.061.230.101.370.181.620.19
50 years0.910.101.090.061.340.111.530.221.770.21
75 years0.920.101.110.061.360.111.550.231.790.22
100 years0.920.111.120.061.370.121.570.241.810.22
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-57. Two-axle EV statistical parameters of live load reaction for ADTT = 10,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.630.100.650.100.720.100.660.330.920.26
2 weeks0.740.080.750.070.970.100.980.221.260.18
1 month0.770.080.800.091.030.101.070.201.340.18
2 months0.790.080.850.081.080.101.140.181.400.17
6 months0.820.080.910.071.140.101.240.171.500.17
1 year0.840.080.950.071.180.101.300.171.550.18
5 years0.880.091.030.061.270.111.420.191.670.19
50 years0.920.111.120.061.370.121.570.241.810.22
75 years0.930.111.130.061.390.121.590.241.830.23
100 years0.940.111.140.061.400.121.610.251.850.23

Table B-58. Two-axle EV statistical parameters of live load negative moment for ADTT = 250.

Negative Moment30ft60ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.530.160.670.240.800.080.730.450.800.27
2 weeks0.670.120.870.211.130.111.080.381.220.28
1 month0.720.110.950.211.240.111.190.351.350.26
2 months0.760.101.020.201.330.121.300.311.460.24
6 months0.810.101.140.191.480.121.460.251.640.20
1 year0.840.091.230.181.560.121.560.221.740.18
5 years0.910.101.410.141.720.121.770.181.950.17
50 years0.980.111.640.121.900.132.000.232.190.20
75 years0.990.111.680.121.930.132.040.242.230.21
100 years1.000.111.700.121.950.132.060.252.250.21

Table B-59. Two-axle EV statistical parameters of live load negative moment for ADTT = 1,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.600.140.770.220.960.090.910.411.010.28
2 weeks0.750.111.010.201.320.121.290.321.450.24
1 month0.790.101.100.201.430.121.400.281.570.22
2 months0.820.101.180.191.510.121.500.241.680.19
6 months0.870.091.310.161.630.121.650.191.840.17
1 year0.900.091.390.141.700.121.740.181.930.17
5 years0.950.101.560.111.830.121.910.202.100.18
50 years1.020.121.750.142.000.132.120.272.310.23
75 years1.030.121.780.142.020.132.150.282.350.23
100 years1.040.121.800.152.040.132.170.292.370.24
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-60. Two-axle EV statistical parameters of live load negative moment for ADTT = 2,500.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.650.130.840.221.080.101.040.391.160.28
2 weeks0.800.101.110.201.450.121.420.271.600.21
1 month0.830.091.200.181.540.121.530.231.710.19
2 months0.860.091.290.171.610.121.630.201.810.17
6 months0.910.101.410.141.720.121.760.181.950.17
1 year0.930.101.490.121.780.121.840.182.030.17
5 years0.980.111.640.121.900.132.000.232.190.20
50 years1.040.121.810.152.050.132.190.302.390.24
75 years1.050.131.840.162.080.142.210.312.420.25
100 years1.060.131.860.172.090.142.240.322.440.26

Table B-61. Two-axle EV statistical parameters of live load negative moment for ADTT = 5,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.690.120.910.211.180.111.140.361.280.27
2 weeks0.830.091.200.191.530.121.520.231.700.19
1 month0.860.091.290.171.610.121.630.201.810.17
2 months0.890.091.370.151.680.121.720.181.900.17
6 months0.930.101.490.121.780.121.840.182.030.17
1 year0.950.101.560.111.830.121.910.202.100.18
5 years1.000.111.700.121.950.132.060.252.250.21
50 years1.060.131.860.172.090.142.240.322.440.26
75 years1.070.131.880.172.120.142.260.342.470.26
100 years1.070.131.900.182.130.142.280.352.490.27

Table B-62. Two-axle EV statistical parameters of live load negative moment for ADTT = 10,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.730.110.980.211.280.121.240.331.390.25
2 weeks0.860.091.280.171.610.121.620.201.800.17
1 month0.890.091.370.151.680.121.720.181.900.17
2 months0.920.101.440.131.740.121.800.181.980.17
6 months0.950.101.560.111.830.121.910.202.100.18
1 year0.970.111.620.111.890.121.980.222.170.20
5 years1.020.121.750.142.000.132.120.272.310.23
50 years1.070.131.900.182.130.142.280.352.490.27
75 years1.080.141.920.192.150.142.310.362.520.28
100 years1.090.141.940.192.170.142.330.372.540.28
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-63. Three-axle EV statistical parameters of live load moment for ADTT = 250.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.480.150.510.140.520.140.530.140.530.13
2 weeks0.640.110.650.100.660.100.670.100.670.09
1 month0.690.100.690.090.690.090.700.090.710.09
2 months0.720.090.720.080.720.080.730.080.740.08
6 months0.770.080.760.080.770.080.770.070.780.07
1 year0.800.080.780.070.790.070.800.070.800.07
5 years0.850.070.830.070.840.070.840.070.860.09
50 years0.920.080.890.080.900.080.900.080.980.09
75 years0.930.080.900.080.910.080.910.081.000.10
100 years0.940.080.910.080.910.080.920.081.020.10

Table B-64. Three-axle EV statistical parameters of live load moment for ADTT = 1,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.570.130.590.120.590.120.600.110.610.11
2 weeks0.720.090.710.080.720.080.730.080.730.08
1 month0.750.080.740.080.750.080.760.080.760.08
2 months0.780.080.770.080.780.070.780.070.790.07
6 months0.820.080.800.070.810.070.820.070.820.07
1 year0.840.070.830.070.830.070.840.070.840.09
5 years0.890.080.870.080.870.080.880.080.940.09
50 years0.950.090.920.090.930.090.930.091.050.10
75 years0.960.090.930.090.940.090.940.091.070.10
100 years0.970.090.940.090.940.090.950.091.080.10

Table B-65. Three-axle EV statistical parameters of live load moment for ADTT = 2,500.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.630.110.630.100.640.100.650.100.650.10
2 weeks0.760.080.750.080.760.080.760.080.770.07
1 month0.790.080.780.070.780.070.790.070.790.07
2 months0.810.080.800.070.800.070.810.070.820.07
6 months0.850.070.830.070.840.070.840.070.860.09
1 year0.870.080.850.080.860.080.860.070.900.09
5 years0.920.080.890.080.900.080.900.080.980.09
50 years0.980.090.940.090.950.090.950.091.090.10
75 years0.990.090.950.090.950.090.960.091.100.11
100 years0.990.090.960.100.960.100.970.101.120.11
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-66. Three-axle EV statistical parameters of live load moment for ADTT = 5,000.

Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.660.100.670.090.680.090.680.090.690.09
2 weeks0.790.080.770.070.780.070.790.070.790.07
1 month0.810.080.800.070.800.070.810.070.820.07
2 months0.840.070.820.070.830.070.830.070.840.07
6 months0.870.080.850.080.860.070.860.070.900.09
1 year0.890.080.870.080.870.080.880.080.940.09
5 years0.940.080.910.080.910.080.920.081.020.10
50 years0.990.090.960.100.960.100.970.101.120.11
75 years1.000.090.960.100.970.100.970.101.130.11
100 years1.010.100.970.100.970.100.980.101.140.11

Table B-67. Three-axle EV statistical parameters of live load moment for ADTT = 10,000.

Moment30ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.700.090.700.090.710.080.710.080.720.08
2 weeks0.810.080.800.070.800.070.810.070.810.07
1 month0.840.070.820.070.830.070.830.070.840.07
2 months0.860.070.840.070.840.070.850.070.870.09
6 months0.890.080.870.080.870.080.880.080.940.09
1 year0.910.080.890.080.890.080.900.080.970.09
5 years0.950.090.920.090.930.090.930.091.050.10
50 years1.010.100.970.100.970.100.980.101.140.11
75 years1.020.100.980.100.980.100.990.101.160.12
100 years1.020.100.980.100.990.100.990.171.170.12

Table B-68. Three-axle EV statistical parameters of live load reaction for ADTT = 250.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.500.150.520.140.530.140.530.130.530.13
2 weeks0.640.100.660.100.670.100.670.090.670.09
1 month0.680.090.700.090.700.090.710.090.710.09
2 months0.710.090.730.080.730.080.740.080.740.08
6 months0.750.080.770.070.770.070.780.070.790.12
1 year0.780.080.790.070.800.070.800.070.840.11
5 years0.830.070.840.070.840.070.850.070.950.11
50 years0.890.080.900.080.900.080.910.081.070.12
75 years0.900.080.910.080.910.080.920.081.090.12
100 years0.910.080.920.080.920.080.920.081.110.13
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-69. Three-axle EV statistical parameters of live load reaction for ADTT = 1,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.570.120.600.120.600.110.610.110.610.11
2 weeks0.710.090.720.080.730.080.730.080.740.08
1 month0.740.080.750.080.760.080.760.080.770.07
2 months0.760.080.780.070.780.070.790.070.810.12
6 months0.800.070.810.070.820.070.820.070.890.11
1 year0.820.070.830.070.840.070.840.070.940.11
5 years0.870.080.880.080.880.080.880.081.030.12
50 years0.920.090.930.090.930.090.950.131.140.13
75 years0.930.090.940.090.940.090.960.141.150.14
100 years0.940.090.950.090.950.090.980.141.170.14

Table B-70. Three-axle EV statistical parameters of live load reaction for ADTT = 2,500.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.620.110.650.100.650.100.650.100.660.10
2 weeks0.740.080.760.080.760.080.770.070.770.07
1 month0.770.080.790.070.790.070.790.070.830.11
2 months0.790.070.810.070.810.070.820.070.880.11
6 months0.830.070.840.070.840.070.850.070.950.11
1 year0.850.080.860.070.860.070.870.070.990.11
5 years0.890.080.900.080.900.080.910.081.070.12
50 years0.940.090.950.090.950.090.990.141.170.14
75 years0.950.090.960.090.960.091.000.151.190.14
100 years0.960.090.960.090.970.091.020.151.200.15

Table B-71. Three-axle EV statistical parameters of live load reaction for ADTT = 5,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.660.100.680.090.680.090.690.090.690.09
2 weeks0.770.080.780.070.790.070.790.070.820.11
1 month0.790.070.810.070.810.070.820.070.880.11
2 months0.820.070.830.070.830.070.840.070.920.11
6 months0.850.080.860.070.860.070.870.070.990.11
1 year0.870.080.880.080.880.080.880.081.030.12
5 years0.910.080.920.080.920.080.920.081.110.13
50 years0.960.090.960.090.970.091.020.151.200.15
75 years0.960.100.970.100.980.101.030.161.220.15
100 years0.970.100.980.100.980.101.040.161.230.15
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-72. Three-axle EV statistical parameters of live load reaction for ADTT = 10,000.

Reaction30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.690.090.710.080.710.080.720.080.720.08
2 weeks0.790.070.810.070.810.070.810.070.870.11
1 month0.820.070.830.070.830.070.840.070.920.11
2 months0.840.070.850.070.850.070.860.070.970.11
6 months0.870.080.880.080.880.080.880.081.030.12
1 year0.880.080.890.080.900.080.900.081.060.12
5 years0.920.090.930.090.930.090.950.131.140.13
50 years0.970.100.980.100.980.101.040.161.230.15
75 years0.980.100.990.100.990.101.060.171.240.16
100 years0.980.100.990.100.990.101.070.171.250.16

Table B-73. Three-axle EV statistical parameters of live load negative moment for ADTT = 250.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.540.140.520.140.530.140.540.140.580.14
2 weeks0.700.100.660.100.720.050.710.270.870.14
1 month0.740.090.700.090.790.060.780.250.950.13
2 months0.770.080.730.080.850.060.840.231.030.12
6 months0.810.080.770.070.950.070.950.201.150.12
1 year0.840.080.790.071.010.071.020.181.210.12
5 years0.890.080.880.101.130.071.160.141.350.13
50 years0.960.091.050.061.260.081.320.151.500.16
75 years0.970.091.070.061.280.081.350.161.520.17
100 years0.980.101.090.061.290.081.360.171.540.17

Table B-74. Three-axle EV statistical parameters of live load negative moment for ADTT = 1,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.620.120.600.120.610.040.610.110.720.14
2 weeks0.760.080.720.080.850.060.840.241.030.12
1 month0.800.080.750.080.920.070.910.211.110.12
2 months0.820.080.780.070.980.070.980.191.180.12
6 months0.860.080.810.071.060.071.080.161.270.12
1 year0.890.080.860.101.110.071.140.151.330.13
5 years0.930.090.980.071.210.081.260.141.440.15
50 years0.990.101.130.071.320.081.400.181.570.18
75 years1.000.101.150.081.340.081.420.191.600.19
100 years1.010.101.170.081.350.081.440.191.610.19
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-75. Three-axle EV statistical parameters of live load negative moment for ADTT = 2,500.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.680.100.640.100.690.050.670.270.830.14
2 weeks0.800.080.760.080.930.070.930.211.120.12
1 month0.830.080.780.071.000.071.000.181.200.12
2 months0.860.080.810.071.050.071.060.161.260.12
6 months0.890.080.880.101.130.071.160.141.340.13
1 year0.910.080.930.081.170.071.210.141.390.14
5 years0.960.091.050.061.260.081.320.151.500.16
50 years1.010.111.180.081.360.091.450.201.620.19
75 years1.020.111.200.091.380.091.470.211.640.20
100 years1.030.111.210.091.390.091.480.211.660.20

Table B-76. Three-axle EV statistical parameters of live load negative moment for ADTT = 5,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.710.090.680.090.750.060.740.260.910.13
2 weeks0.830.080.780.070.990.070.990.191.190.12
1 month0.860.080.810.071.050.071.060.161.260.12
2 months0.880.080.840.111.100.071.120.151.310.13
6 months0.910.080.930.091.170.071.210.141.390.14
1 year0.930.090.980.071.210.081.260.141.440.15
5 years0.980.101.090.061.290.081.360.171.540.17
50 years1.030.111.210.091.390.091.480.211.660.20
75 years1.040.111.230.101.400.091.500.221.680.21
100 years1.040.111.240.101.410.091.520.231.690.21

Table B-77. Three-axle EV statistical parameters of live load negative moment for ADTT = 10,000.

Negative Moment30 ft60 ft80 ft120 ft200 ft
BiasVBiasVBiasVBiasVBiasV
1 day0.750.080.710.080.820.060.810.250.990.13
2 weeks0.860.080.800.071.050.071.060.171.250.12
1 month0.880.080.840.111.100.071.120.151.310.13
2 months0.900.080.900.091.140.071.180.141.370.14
6 months0.930.090.980.071.210.081.260.141.440.15
1 year0.950.091.030.061.250.081.310.151.480.16
5 years0.990.101.130.071.320.081.400.181.570.18
50 years1.040.111.240.101.410.091.520.231.690.21
75 years1.050.121.260.111.430.091.530.241.710.21
100 years1.060.121.270.111.440.091.550.241.720.22

Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

B.3 Permit Vehicles

The research team developed the live load models for Strength II limit state based on the New Jersey permit records (Lou et al. 2018). More than 208,487 permit vehicle registration records from 2010 to 2015 in New Jersey were used to develop the statistical live loads for reliability analysis. The permit data were filtered for the oversized vehicles using the federal bridge formula. The distribution of GVW is best described as a Type II extreme value distribution (Fréchet) as shown in Figure B-13. Load effects, including simple span positive moment, simple span shear force, and continuous span negative moment are calculated for different span lengths, ranging from 20 ft to 200 ft with an increment of 20 ft. The results can serve as input for the load side when performing reliability calibration. Extrapolation of the simple span positive moment for short span (40 ft), medium span (120 ft), and long span (200 ft) are shown as examples in Figure B-14(a), (b), and (c), respectively. The statistical parameters, including mean and V of bias ratio at the different levels are presented in Table B-78, Table B-79, and Table B-80 for the simple span positive moment, simple span shear, and continuous span negative moment, respectively.

GVW distribution of permit records
Figure B-13. GVW distribution of permit records.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Extrapolation of load effects (a) short span (40 ft) single-span positive moment; (b) medium span (120 ft) single-span positive moment; (c) long span (200 ft) single-span positive moment
Figure B-14. Extrapolation of load effects (a) short span (40 ft) single-span positive moment; (b) medium span (120 ft) single-span positive moment; (c) long span (200 ft) single-span positive moment.
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-78. Statistical parameters of live load for simple span positive moment.

Span length (ft)75 years10 years5 years1 year
λVλVλVλV
201.3918%1.2918%1.2518%1.1718%
401.4320%1.3220%1.2820%1.1920%
601.3220%1.2220%1.1820%1.1020%
801.1919%1.1019%1.0719%0.9919%
1001.1919%1.1019%1.0719%1.0019%
1201.2519%1.1519%1.1219%1.0519%
1401.3019%1.2019%1.1719%1.0919%
1601.3319%1.2319%1.2019%1.1219%
1801.3619%1.2619%1.2219%1.1419%
2001.3819%1.2819%1.2419%1.1619%
Max1.4320%1.3220%1.2820%1.1920%
Min1.1918%1.1018%1.0718%0.9918%
Average1.3119%1.2119%1.1819%1.1019%

Table B-79. Statistical parameters of live load for simple span shear.

Span length (ft)75 years10 years5 years1 year
λVλVλVλV
201.1418%1.0518%1.0318%0.9618%
401.2520%1.1520%1.1220%1.0420%
601.1319%1.0419%1.0119%0.9419%
801.1920%1.1020%1.0720%1.0020%
1001.2620%1.1620%1.1320%1.0520%
1201.3020%1.2020%1.1620%1.0820%
1401.2420%1.1520%1.1220%1.0420%
1601.2419%1.1519%1.1119%1.0419%
1801.2620%1.1720%1.1320%1.0620%
2001.2820%1.1920%1.1520%1.0720%
Max1.3020%1.2020%1.1620%1.0820%
Min1.1318%1.0418%1.0118%0.9418%
Average1.2319%1.1419%1.1019%1.0319%
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Table B-80. Statistical parameters of live load for continuous span negative moment.

Span length (ft)75 years10 years5 years1 year
λVλVλVλV
201.0318%0.9618%0.9318%0.8718%
401.0621%0.9721%0.9421%0.8721%
601.3721%1.2621%1.2221%1.1321%
801.4222%1.3022%1.2622%1.1622%
1001.1921%1.1021%1.0621%0.9821%
1201.0820%0.9920%0.9620%0.9020%
1401.0820%1.0020%0.9720%0.9020%
1601.1020%1.0120%0.9820%0.9120%
1801.1120%1.0320%1.0020%0.9320%
2001.1320%1.0420%1.0120%0.9420%
Max1.4222%1.3022%1.2622%1.1622%
Min1.0318%0.9618%0.9318%0.8718%
Average1.1620%1.0620%1.0320%0.9620%

B.4 References

AASHTO. (2018). The Manual for Bridge Evaluation, 3rd ed. Washington, DC.

Fire Apparatus Manufacturers’ Association. Emergency Vehicle Size and Weight Guide. (2017). Ocala, FL. https://www.fama.org/wp-content/uploads/2017/12/1514564588_5a466bec19c41.pdf.

Load Rating for the FAST Act’s Emergency Vehicles. 2016. FHWA Memorandum, Washington, DC. https://www.fhwa.dot.gov/bridge/loadrating/161103.cfm.

Lou, P., Gao, D., Nassif, H., and Reddy, M. (2019). Reliability Assessment of Steel Bridges for Specialized Hauling Vehicles. Transportation Research Record: Journal of the Transportation Research Board, No. 2673(12), pp. 391–403.

Lou, P., Nassif, H., and Truban, P. (2018). Development of Live Load Model for Strength II Limit State in AASHTO LRFD Design Specifications. Transportation Research Record: Journal of the Transportation Research Board, No. 672(41), pp. 11–23.

Lou, P., Yang, C., and Nassif, H. (2021). Impact of Specialized Hauling Vehicles and Emergency Vehicles on Bridge Load Rating. Transportation Research Record: Journal of the Transportation Research Board, No. 2675(10), pp. 1012–1024.

Modjeski and Masters, Inc., University of Nebraska–Lincoln, University of Delaware, and NCS Consultants, LLC. (2015). SHRP 2 Report S-2-R19B-RW-1: Bridges for Service Life Beyond 100 Years: Service Limit State Design, Transportation Research Board, Washington, DC.

Zokaie, T., Imbsen, R. A., and Osterkamp, T. A. (1991). Distribution of Wheel Loads on Highway Bridges. Transportation Research Record: Journal of the Transportation Research Board, No. 1290, pp. 119–126.

Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

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Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

Abbreviations and acronyms used without definitions in TRB publications:

A4AAirlines for America
AAAEAmerican Association of Airport Executives
AASHOAmerican Association of State Highway Officials
AASHTOAmerican Association of State Highway and Transportation Officials
ACI–NAAirports Council International–North America
ACRPAirport Cooperative Research Program
ADAAmericans with Disabilities Act
APTAAmerican Public Transportation Association
ASCEAmerican Society of Civil Engineers
ASMEAmerican Society of Mechanical Engineers
ASTMAmerican Society for Testing and Materials
ATAAmerican Trucking Associations
CTAACommunity Transportation Association of America
CTBSSPCommercial Truck and Bus Safety Synthesis Program
DHSDepartment of Homeland Security
DOEDepartment of Energy
EPAEnvironmental Protection Agency
FAAFederal Aviation Administration
FASTFixing America’s Surface Transportation Act (2015)
FHWAFederal Highway Administration
FMCSAFederal Motor Carrier Safety Administration
FRAFederal Railroad Administration
FTAFederal Transit Administration
GHSAGovernors Highway Safety Association
HMCRPHazardous Materials Cooperative Research Program
IEEEInstitute of Electrical and Electronics Engineers
ISTEAIntermodal Surface Transportation Efficiency Act of 1991
ITEInstitute of Transportation Engineers
MAP-21Moving Ahead for Progress in the 21st Century Act (2012)
NASANational Aeronautics and Space Administration
NASAONational Association of State Aviation Officials
NCFRPNational Cooperative Freight Research Program
NCHRPNational Cooperative Highway Research Program
NHTSANational Highway Traffic Safety Administration
NTSBNational Transportation Safety Board
PHMSAPipeline and Hazardous Materials Safety Administration
RITAResearch and Innovative Technology Administration
SAESociety of Automotive Engineers
SAFETEA-LUSafe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (2005)
TCRPTransit Cooperative Research Program
TEA-21Transportation Equity Act for the 21st Century (1998)
TRBTransportation Research Board
TSATransportation Security Administration
U.S. DOTUnited States Department of Transportation
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.

image

Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
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Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
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Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 234
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 235
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 236
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 237
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 238
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 239
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 240
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 241
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 242
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 243
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 244
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 245
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 246
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 247
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 248
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 249
Suggested Citation: "Appendix B: Live Load Models Based on National Weigh-in-Motion Data and Permit Data." National Academies of Sciences, Engineering, and Medicine. 2024. Load Rating of Segmental Bridges. Washington, DC: The National Academies Press. doi: 10.17226/28597.
Page 250
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