DRAFT RESEARCH REPORT KTC-93-1 AN ANALYTICAL INVESTIGATION OF AASHTO LOAD EQUIVALENCIES by Herbert F. Southgate Research Engineer Kentucky Transportation Center College of Engineering University of Kentucky Lexington, KY 40506-0043 in cooperation with Transportation Cabinet Commonwealth of Kentucky and Federal Highway Administration U. 8. Department of Transportation The contents of this report reflect the views of the author who is responsible for the facts and accuracy of th~ data presented herein. The contents do not necessarily reflect the official views or policies of the University of Kentucky, the Kentucky Transportation Cabinet, nor the Federal Highway Administration. This report does not constitute a standard, specification, or regulation. The inclusion of manufacturer names and trade names are for identification purposes and are not to be considered as endorsements. January 1993 Technical Report Docummlalion Page 1. Report No. 3. Recilpllflt'e Catatog No. 2. Government Acceeeion No. " IIJ"<1u" I -------- -------- 1-5. Report Date 4. Title and SubUU. Janumy 1993 An Analytical Investigation Of AASHTO Load Equivalencies 6. Porlonnlnt 011J&niutlon Code 7. AuU.~o, 8. Perfonnino 01\lanizl.tion Report No.I Herbert F. Southgate KTC-93-1 10. WO<k Un~ No. (TRAIS} 9. Ptrlormint Orgeniz.lt6oll Name anct Addrete KENTUCKY TRANSPORTATION CENTER COLLEGE OF ENGINEERING UNIVERSITY OF KENTUCKY LEXINGTON, KY 40506-0043 11. Conlrflct or Grant No. KYHPR-92-141 13. Typo of Report and Period Co- Interim 12. Sponurint Agency Name and Addme Kentucky Transportation Cabinet State Office Building Frankfort, KY 40622 14. Spon.aring Agency Code _ 15. Supp-11Jy Ho1oo Prepared in cooperation with the US Department of Transportation, Federal Highway Administration ~ Title: FORECASTING AND BACKCASTING EQUIVALENT SINGLE AXLELOADS ,.. An ClbjeaNe ct this •uctv w•ICO d8wllop p!liCllllilftl8 Wid/or refined relal~ batw8en Keriudcy ESALs IWJd MSHTO ESALs. Kenudty load equivalency raia~ . . She reai1: ci IIHICtllnalic ~~on elaSli: theory. AASHTO load equvaJency reiatiorlships were d8Yeioped from n!IIXIrded emprial.l data cxllledad at the MSHO Road Test. eanp.iiDn rt Ken:Udcy and MSHTO ESALs ,., g;er:~ in-depth enat;aaaot MSHTO loadeqLJValency llqUHOI8C.16. D-19, ancllleirdMopmenlal equ10mgMm n the 1912 AASHTO lrierln Guide. These eQueiiCN evolved fran the basic formal: used 11 analyZing AASHO Road Test dEia. In this~ the repetrlioniJepOfted in AppenoDI.Act AASHO Road Test Space~ Report 61E weret:enlo'8rt8d 10 ESALs t.tSing EqualionC-16. For loop 3 (12-kip (53-liN) single . axleioad .m 2~ (1~ taOOem axie6oali,the ESAL.sat SBrVEal:lhtiea of 3.0, 2.5, am 2.0 exceeded the ES.'Uat taikn (P1 = 1.5). The AASHTO desicJ'I eqtaiDn, C.13, wastas:ito calalllielhe deeign ESAL.afor eect1 otlhe MSHO Road Tesl PIM!Ml'llf1l eecmns. The ratJoci ESAI.aat a gM!n P, to ESAI.a at tailure _,the rat10ot repec•ionlalhe 111M P1m ~ at ftub.nt went Clli:Uiiad. Diracl: correilliorll ci tha 11Y8f8988 d these calculated R11101 ca::uned kH' Lane 1 ci Loops 5 and 6 and Lane 2 of Loop 6. This sa.ggesta that lie MSHTO bid equiv~Hln:y ~ CICifRIIIIU; best for loads IJNI• ~the l8gai limb. F1om nJCDnii!Jd Kertucilv loadcmeter data aliecledtl !iaklrB IOci*KI on lntenllie roues. aver95 percent ct aM single and taR:Iam axlelorlk*saraless than legal limits. This ~t.t the MSHTO load eqt.uvaMn::y ftllalicu!:lhips .-e not as~· 10 actual tRiffic load& Rai:iol cf MSHTO ESALa to Kentudcy ESAL.s may be calculated using Equmion 6 tor ftexi:lle I)IIYI!IIIIGI1l and Equation 1 for rigid pavemerta to estimate com~ cf P1 and SN, or P, and 11iab ttic:ta-. AASHTO load equivllllenc:iell.-e b8eed on pawmen!IIMVIC8I!Ibility and Sructldl fUfiOer tar ft!:lxible payen1l!lf'll8. or IliaD tti:knesl for rigid pavemetU. ~· Pavemllt ..... is l:lll8!:ld ~ ............. at utace rooghnHa, aadang. pelcm"IO. and rut deph. Pavernanl: flltigue • an inhefeft paramelllf. In the KertlOy aysesm, lo!:ld equio.Uncili ae b..a ~ tn-, straiwe9J&ti:x'a•elalullllliiipa~fromlabaatoryleSIIII'Idm&c:h8dwrthlh&onllalc:ai::ulaed.,..baaedoneiaaicllecry. l~irlcludedintheKeriuckVaysentillle~ mav thai SUifac:e rwghMII!Iwti inereMie ••h ttBfic. ~ ~. patdles may be a:r&niWJd. and ruts paranllll&ei'llll one~P;'!iwa .,. intler8rt in the dllflf aysaem and w:e Y8fR mav c:lewJiop. The common fader betwean the two frt'SlemB il raffic. MeauaG 1a. Dlolrillutloo Slo-t 17. Key W..Uo Kentucky Pavement Thickness Method AASHTO Pavement Thickness Design Guide Asphaltlc Concrete, Portland Cement Concrete Thickness Designs, Serviceability Equivalent Axle Loads 19. Security ClaaM. Col U.io roportj Unclassified Form OOT 1700.7 (8-72) Umited with written approval of Kentucky Transportation Cabinet 20. Security ClaaaH. Col lhlo pqo} Unclassified 21. No. of Pagea 88 22.1'11oe EXECUTIVE SUMMARY An objective<J~his study was to develop procedures and/or ref~ned relationships between Kentucky ESALs and AASHTO ESALs. An initial investigation of the AASHTO Load Equivalencies indicated some relationships that required more intensive investigations. To confirm or deny the anomalies, data from the AASHO Road Test were analyzed using the actual loads applied to the respective Loops and Lanes at the AASHO Road Test. Regression equations for ESALs vs Structural Number, SN, were obtained for each individual loop and lane and superimposed on the same graph. Plots of the equations were noted to cross one another. The plot for the equation for Loop 3 crossed plots for equations for Loops 4-6. Regression equations were obtained for observed repetitions vs SN and the equations were nearly parallel to each other and definitely in the correct order of progression. Equations C-16 and D-19, published in the 1972 AASHTO Interim Guide for Design of Pavement Structures are the basis for calculating load equivalencies. One example of the findings is the load equivalency value is nearly identical for SNs of 1 or 6 but have different values for SNs of 3 or 4. For loads less than 18 kips (80 kN), the load equivalency value for SNs 3 and 4 is greater than for SNs of 1 or 6. The reverse pattern occurs for loads greater than 18 kips (80 kN). However, SN has no influence upon the equivalency value for 18 kips (80-kN) (see Figure 2). These discrepancies gradually disappear as the serviceability level decreases until at Pt of 1. 5, the load equivalency values are constant without regard to SN. A more critical investigation of the calculated AASHTO ESALs for the pavement sections for the AASHO Road Test revealed that the calculated ESALs increased as repetitions increased for Loops 4-6. However, far 16 of 18 pavement sections having an AC thickness of 3 or 4 inches (76 or 102 mm, respectively) for both lanes of Loop 3, AASHTO ESALs for Pt = 3. 0, 2. 5, and 2. 0 exceeded the AASHTO ESALs at Pt = l. 5. Comparison of AASHO Road Test repetitions converted to AASHTO ESALs with their AASHTO design ESALs produces patterns similar to Figure 9 as shown in Figure 20. Whatever part ( s) of Equations C-16 and C-19 cause these phenomena also affect the calculated AASHTO ESALs for the other Loops. Investigations suggest that the AASHTO load equivalency relationships were biased to the heavier loads because the pavement structures having the greater SN values survived the testing program while pavements having lesser SN values and lighter loads failed (see Figure 20). Under these circumstances, regression analyses would be biased to the greater SN values associated with the larger axleloads. AASHTO load equivalencies are a function of pavement serviceability and SN, or D, for flexible or rigid pavements, respectively. Pavement serviceability is determined by measurements of surface roughness, cracking, patching, and rut depth. Inherent is i accumulated fatigue. Kentucky load equivalencies are based upon laboratory tests resulting in strain-repetitions relationships. These relationships have been correlated with theoretical calculated strains resulting from given axleloads applied to pavements and analyzed by elastic theory. Inherent in the Kentucky system are the assumptions that with traffic, surface roughness of the pavement will increase, cracking may develop, patches may be constructed, and rutting may develop. In summary, the common factor between the two systems is traffic, but load equivalencies are based on measurements of different sets of parameters with the opposite set of one included inherently in the other. From results of this study, the combinations of SN and Pt that matches Kentucky ESALs lie between SN = 3 to 6 for Pt =2. 77 to 3.33, respectively, and may be estimated by Pt = 2.1907 + 0.194l(SN). These values are different from the combination of SN = 5 and Pt = 2.5 used in the FHWA W-4 Loadometer Tables. Equations 6 and 7 may be used to determine ratios of AASHTO ESALs to Kentucky ESALs for flexible and rigid pavements, respectively. ii TABI.E OF CONTENTS Executive Summary i Table of Contents iii Metric Conversion Factor Table iv List of Figures v List of Tables vii Introduction l Kentucky Methods 1 Investigation of AASHTO Methods AASHTO Equations for Flexible Pavements AASHTO Equations for Rigid Pavements 2 ~Term Terminal Serviceability> 1.5 Serviceability Levels AASHTO Load Equivalency Equations Patterns of Load Equivalencies 3 6 7 8 8 12 15 AASHO Road Test Data Analyses of AASHO Road Test Data Normalizing AASHO Road Test Data Analyses Using Recorded Weight Distributions 20 20 21 22 Equality between AASHTO and Kentucky Load Equivalencies 28 Summary 32 Recommendations 33 List of References 33 Appendix A Appendix B Appendix C Appendix D iii LIST OF FIGURES ----- - - FIGURE 1. VARIABILITY IN AASHTO LOAD EQUIVALENCIES FOR FIXED AXLELOADS. FIGURE 2. VARIABILITY IN AASHTO LOAD EQUIVALENCIES FOR P, = 3.5 AND 1.5 FOR SINGLE AND TANDEM AXLES FOR FLEXIBLE PAVEMENTS. FIGURE 3. VARIABILITY IN AASHTO LOAD EQUIVALENCIES FOR P, = 3.5 AND 1.5 FOR SINGLE AND TANDEM AXLES FOR RIGID PAVEMENTS. FIGURE 4. AASHO ROAD TEST PUMPING INDEX DATA, LANE 2 (TANDEM AXLES) VERSUS LANE 1 (SINGLE AXLES) (TABLE 54, REFERENCE 3). FIGURE 5. COMPARISON OF AASHTO STRUCTURAL NUMBER TO REPETITIONS AND AASHTO ESALS FOR AASHO ROAD TEST SINGLE AXLE DATA AT P, = 3.5 AND 3.0. FIGURE 6. COMPARISON OF AASHTO STRUCTURAL NUMBER TO REPETITIONS AND AASHTO ESALS FOR AASHO ROAD TEST SINGLE AXLE DATA AT P, = 2.5 AND 2.0. FIGURE 7. COMPARISON OF AASHTO STRUCTURAL NUMBER TO REPETITIONS AND AASHTO ESALS FOR AASHO ROAD TEST SINGLE AND TANDEM AXLE DATA AT P, = 1.5. FIGURE 8. COMPARISON OF VARIOUS P,s FOR AASHTO SN AND REPETITIONS OF SINGLE AND TANDEM LOADS FOR AASHO ROAD TEST LOOP 4 DATA. FIGURE 9. RELATIONSHIP BE'IWEEN RATIO OF AASHO ROAD TEST REPETITIONS VERSUS RATIO OF REPETITIONS CONVERTED TO ESALS USING AASHTO EQUATION C-16. FIGURE 10. RELATIONSHIP OF OBSERVED AASHTO SERVICEABILITY WITH AVERAGE RATIO OF REPETITIONS OF APPLIED LOADS AT AASHO ROAD TEST. FIGURE 11. ACCUMULATED PERCENTAGE VS AXLELOAD FOR KENTUCKY LOADOMETER DATA. FIGURE 12. COMPARISON OF AASHTO SN VS AASHTO ESALS FOR KENTUCKYLOADOMETERDATA v FIGURE 13. KENTUCKY LOAD EQUIVALENCY RELATIONSHIPS. FIGURE 14. KENTUCKY LOADOMETER DATA CONVERTED TO ESALS USING KENTUCKY LOAD EQUIVALENCY RELATIONSHIPS AND SUPERIMPOSED ON AASHTO ESALs SHOWN IN FIGURE 12 BUT REARRANGED AS P, VS ESALS. FIGURE 15. COMPARISON OF KENTUCKY AND AASHTO ESALS VS SERVICEABILITY FOR PAVEMENT SECTION 121 AT AASHO ROAD TEST. FIGURE 16. COMPARISON OF SERVICEABILITY AND RATIO OF AASHTO ESALS FOR UNWEIGHTED, WEIGHTED AASHO ROAD TEST DATA, AND FORAASHTO DESIGN EQUATION CALCULATIONS FOR SINGLE AXLELOADS AND SN USED AT AASHO ROAD TEST. FIGURE 17. COMPARISON OF SERVICEABILITY AND RATIO OF AASHTO ESALS FOR UNWEIGHTED, WEIGHTED AASHO ROAD TEST DATA, AND FORAASHTO DESIGN EQUATION CALCULATIONS FOR TANDEM AXLELOADS AND SN USED AT AASHO ROAD TEST. FiGURE 18. AVERAGE RATIO OF KENTUCKY ESALS TO AVERAGE RATIO OF REPETITIONS OF LOAD FOR AASHO ROAD TEST DATA AS A FUNCTION OF LOOP AND SERVICEABILITY. FIGURE 19. RATIO OF AASHO ROAD TEST ESALS TO RATIO OF ESALS CALCULATED USING AASHTO EQUATION C-13 FOR EQUAL SERVICEABILITY LEVEL. FIGURE 20. COMPARISON OF RATIO OF AASHTO DESIGN ESALS TO RATIO OF AASHO ROAD TEST REPETITIONS. FIGURE 21. KENTUCKY WTM DATA ANALYZED USING AASHTO LOAD EQUIVALENCY EQUATION. FIGURE 22. PAVEMENT SERVICEABILITY VERSUS RATIO OF KENTUCKY ESALS TO AASHTO ESALS FOR KENTUCKY TRAFFIC DATA FOR BOTH FLEXIBLE AND RIGID PAVEMENTS. FIGURE 23. COMBINATION OF AASHTO STRUCTURAL NUMBERS AND SERVICEABILITIES EQUIVALENT TO KENTUCKY ESALS. FIGURE 24. RATIOS OF AASHTO TO KENTUCKY ESALS FOR FLEXIBLE AND RIGID PAVEMENTS. vi LIST OF TABLES TABLE 1. KENTUCKY W-4 TABLE DATA PROPORTIONED FOR SERVICEABILI'IY LEVEL USING AVERAGE RATIO OF REPETITIONS OF APPLIED LOADS AT AASHO ROAD TEST. TABLE 2. KENTUCKY LOAD EQUIVALENCY EQUATIONS. TABLE 3. PROPORTIONAL DISTRIBUTION OF AXLES BY AXLELOAD WEIGHT RANGES FOR KENTUCKY TRUCK TRAFFIC. vii INTRODUCTION This report is part of a study to develop a method to estimate the accumulated fatigue of an existing pavement. One objective of the study was to determine what combination of AASHTO Structural Number, SN, and pavement serviceability, P, should be used to equate calculated equivalent single axleloads, ESALs, by both the AASHTO and Kentucky methods. This report addresses that objective by using one set of Kentucky loadometer data to make the comparisons. KENTUCKY METHODS The Kentucky flexible pavement design method (1) was developed using mechanistic analyses based on elastic theory. Load equivalency relationships were developed as a part of that design procedure (1). A computerized procedure (2) was developed that utlizes loadometer, average daily traffic (ADT), and vehicle classification data (both manual and automated) to estimate design ESALs. The automated procedure (2) incorporates the same load equivalency relationships used in pavement design (1). The Kentucky rigid pavement design procedure (3) was developed using mechanistic analyses based on elastic theory and uses the same ESALs calculated for flexible pavements. Strain-based fatigue criteria were developed and adjusted to permit using the same ESALs calculated for flexible pavements. Thus, Kentucky ESALs are the result of one set of calculations for a given set of traffic data. As a comparison, AASHTO procedures require a minimum of two sets of 1 calculations and possibly more depending upon the difference between the resulting design thickness and the thickness used to select the set of load equivalency relationships. INVESTIGATION OF AASHTO METHODS Comparison of the Kentucky and AASHTO methods required investigating the. 1986 AASHTO Design Guide. The 1986 AASHTO Design Guide (4) provides Traffic Equivalency Tables for terminal serviceabilities of 2.0, 2.5, and 3.0. Inspection of these tables revealed: 1. the numerical value varied as a function of pavement thickness for a constant load, 2. the value generally decreased with increasing pavement thickness, then increased with increasing thickness, and 3. the values changed according to level of serviceability. Equivalency factors were computed for flexible pavements (40-kip (178-kN) single axleload and 48-kip (214-kN) tandem axle!oad) and for rigid pavements (32-kip (142-kN) single axleload and 52-kip (231-kN) tandem axleload) at serviceabilities of 1.5, 2.0, 2.5, 3.0, and 3.5. Figure 1 illustrates the variations. At a terminal serviceability of 1.5, the load equivalency value is constant without regard to pavement type or thickness. Conversely, for a serviceability of 3.5, the variation is greatest. Load equivalencies for the various serviceability levels tend to become 2 nearly equal for thin flexible pavements (Figures la and lb) and thick rigid pavements (Figures lc and ld). This suggests that the basic equations required further investigation. The equations involve pavement thickness, magnitude of loads, and level of serviceability. AASHTO EQUATIONS FOR FLEXIBLE PAVEMENTS Structural Number From the 1972 AASHTO Guide (5), "... an SN for the entire pavement is obtained and is represented by the general equation: SN = a, D, + !!..! D2 + ag D 3 where SN = structural number, layer coefficients representative of surface, base, and subbase course, respectively. actual thickness, in inches, of surface, base, and subbase courses, respectively. Layer Coefficients ... Average values of layer coefficient for materials used in the AASHO Road Test pavements were determined from the results of the test, and were as follows: Asphaltic concrete surface course 0.44 Crushed stone base course 0.14 3 0.14." Sandy gravel subbase course Derivations of the load equivalency equations are not contained in the 1986 AASHTO Guide (4), but are provided in the 1972 AASHTO Interim Guide (5) and is quoted as follows: "G, = ~(logW, - log p) = log((4.2-P,)/(4.2-1.5)) and C-1 G.f~ = logW, - log p log p = 5.93 + 9.36log(SN+1)- 4.79log(L,.+~) + 4.33log(~) C-3 where W, = axleload applications at end of time t, SN = structural number, L,. = axle load in kips, L 1 = load on one single axle or on one tandem-axle set, kips. ~ = axle code (1 for single axle and 2 for tandem axle), p = a function of design and load variables that denotes the expected number of axle load applications to a serviceability index of 1.5. G, = a function (the logarithm) of the ratio of loss in serviceability at time t to the potential loss taken to a point where P, = 1.5. 4 f3 = a function of design and load variables that influence the shape of the p-versus-W serviceability curve. P, =serviceability at end of timet." When P, = 1.5, G, = log((4.2-1.5)/(4.2-1.5)) = log(2.7/2.7) = log(l) = 0.0, G/ll = logW, - log p, and logW, = log p. Equation C-3 was developed to estimate the number of repetitions of a given axleload that a given pavement thickness could be expected to carry at a specific level of serviceability. Load equivalency is the ratio of the repetitions assigned to a given level of servicability caused by one 18-kip (80-kN) axleload to the repetitions assigned to the same level of serviceability caused by some other axleload, L,.. The ratio of two numbers is the same as the antilog of difference between the logarithms of the two numbers. Thus, when P, = 1.5, G/ll has a value of 0.0 leaving: log Wu 8 = 5.93 + 9.36log(SN+l)- 4.79log(18+1) + 4.33log(l) 1 log p = 5.93 + 9.36log(SN + 1) - 4. 79log(L,. + 1.,) + 4.33log(1.,) 2 Subtracting log(p) from log(Wu 8) leaves: 5 log(W 18 ) - log(p) = 4.79log(L, + ~)- 4.79log(l9)- 4.33log(~) 3 and log(L0 is eliminated for a single axle bec!luse log(!) is zero. Note also that all terms involving SN have been eliminated. AASHTO EQUATIONS FOR RIGID PAVEMENTS Equation D-1 (5) for rigid pavements is identical to Equation C-1 for flexible pavements. Equations D-2 and D-3 for rigid pavements are identical in format to Equations C-2 and C-3 for flexible pavements, respectively, except for the numerical values of the respective coefficients and exponents. where G, = j3ClogW,- log p) = log((4.5-P,)/(4.5-1.5)) D-1 log(p) = 5.85 + 7.35log(D + 1)- 4.62log(L 1 +~) + 3.28log(~) D-3 L 1 = load on one single axle or on one tandem axle set, kips. ~=axle code (1 for single axle and 2 for tandem axle). D = thickness of slab, inches. As discussed, log(W,) = log(p) when the terminal serviceability, P., is 1.5. The ratio 6 of repetitions is the antilog of the difference between the logs of the two numbers and the remaining terms are: log(W,)- log(p) = 4.62log(l..,.+L 1) - 4.62log(l9) - 3.28log(4) 4 and log(4l is eliminated for a single axle because log(l) is zero. Just as Equation 3 is a general equation for flexible pavements, Equation 4 is a general equation for rigid pavements and axle configurations when P, = 1.5. Note that pavement thickness is not included in either Equations 3 or 4. The numerical value for the load equivalency differs by pavement type and is a function of the different numerical constants of 4. 79 and 4.33 shown in Equation C-3 corresponding to 4.62 and 3.28 shown in Equation D-3, respectively. The fl term essentially is an expression of the effects of load divided by a combination of structural number and axle configuration. For a given load, increasing the thickness in the denominator results in a smaller quotient, thus a smaller value for fl results in a larger value for the term G/fl. Conversely, a pavement structure having a lesser structural number results in a larger fl and in turn a smaller value for G,ffl. When structural number is held constant and the load is increased for a given axle configuration, then fl increases and the value of Gtffl is decreased. In summary, the G/fl term is the addition of another log when 7 using the equation in a log format, or a multiplier of a non-log equation. TERMINAL SERVICEABILITY > 1.5 The log(p) and log(W,) equations contain non-zero values for GJ~. and GJ~ 18• When the difference is taken between the two logs, the terms 9.36log(SN+ll (for flexible pavements), or 7.35log(D+l) (for rigid pavements), are eliminated, but the GJp terms containing SN, or D, remain. Therefore, the GJp terms are included when calculating load equivalencies and these terms c:;use a variation in load equivalency value as a function of SN or D for the same axleload, W,. SERVICEABILITY LEVELS The instrument used for recording longitudinal profile variations was the longitudinal profilometer and the output was referred to as the pavement slope. From page 14 (6): "To correlate profile variation with serviceability ratings made by the panel the hundreds of slope measurements taken in each section were reduced to a single statistic intended to represent the roughness of the section. Investigation of several alternative statistics led to the choice of the variance of the slope measurements computed from: in which 8 • 2 -.!(I:,x, • )2 r,x, (1) SV = _,ic::.·t,____ _n,.:-:.l•:..:l_.t... n-1 SV = slope variance; X; = the i'h slope measurement; and n =total number of measurements." Pavement deteriorate with time and applications of loads. The concept of pavement serviceability and an associated rating scale was developed while conducting the AASHO Road Test. Initial testing resulted in the new pavements at the AASHO Road Test being assigned a Pavement Serviceability Index, PSI, of 4.2 for flexible pavements and 4.5 for rigid pavements. The first visible signs of deterioration corresponded to a value of 3.5. A value of 1.5 was considered as failure. Serviceability was not a direct function of fatigue. From page 23 (6): "Eq. 11 was used to determine the level of serviceability of the surviving flexible pavement sections every two weeks during the period of traffic operation. p = 5.03 - 1.9llog(l + SV) - O.Ol(C + Pl0 .5 in which p = the present serviceability index; 9 - 1.38(RDl2 (11). SV = the mean of the slope variance in the two wheel paths; C + P = a measure of cracking and patching in the pavement surface; and RD = a measure of rutting in the wheelpaths." Inspection of the recorded number of load applications published in Appendix A, AASHO Road Test Report 61E (6), shows that a wide variation in the number of load applications existed for the same pavement thickness and axleload. The service life of a pavement is influenced directly by thicknesses of the various layers, the mix design for the bound layer, quality of aggregates and asphalt cement, construction control, stiffness of the subgrade, and environment. In this dis1mssion, environment will not be considered since all AASHO Road Test pavements were subjected to the same weather. Analyses (7) using elastic theory indicated that the influential factors affecting pavement behavior in decreasing order are stiffness of subgrade, pavement thickness, axleload, and stiffness of the bound layer. For rigid pavements, the following is quoted from pages 142-143 (6): "Eq. 59 was used to determine the level of serviceability of the surviving rigid pavement test sections every two weeks during the period of traffic operation. p = 5.41 - 1.80log(l + SV) - 0.09(C + P)0 ·6 10 (59). ... When it was not feasible to use the project's longitudinal profilometer to determine the serviceability of a test section, the Bureau of Public Roads roughometer was used. The roughometer was equipped with a special counter and operated at a speed of 10 mph. Through a study correlating the output of the roughometer with that of the profilometer, a pavement roughness expressed in inches per mile was substituted for SV with the following result: p = 5.41 - 1.80log(0.40R - 33) - 0.09(C + P)0 ·5 (60) in which R is the roughometer reading in inches per mile, and the other symbols are as previously defined. The roughometer was used only in cases where sections were nearing failure, and it appeared that maintenance would be required before the next regular 2-week index day period." The definition for patching, P, is the same for flexible or rigid pavements. The definition for cracking, C, depends on the type of pavement. For flexible pavements, Page 23 (6) states: "Cracking, C, in Eq.ll is defined as the area, in square feet per 1,000 sq ft of pavement surface, exhibiting class 2 or class 3 cracking. Class 2 cracking is defined as that which has progressed to the stage where cracks have connected together to form a grid-type pattern. Class 3 cracking is 11 that in which the bituminous surfacing segments have become loose." --- --------------- -------------- For rigid pavements, Page 142 (6) states: "Cracking, C (Eq.59), is defined as the total linear feet of Class 3 and Class 4 cracks per 1,000 sq ft of pavement area. The length of a crack is taken as the length of its projection parallel or perpendicular to the pavement centerline, whichever is greater. A Class 3 crack is defined as a crack opened or spalled at the surface to a width of 1/4 in. or more over a distance equal to at least one-half the crack length, except that any portion of the crack opened less than 1/4 in. at the surface for a distance of 3 ft or more is classified separately. A Class 4 crack is defined as any crack when has been sealed." Thus, the definition of pavement serviceability is a function of pavement type. AASHTO LOAD EQUIVALENCY EQUATIONS The 1986 AASHTO Guide (4) does not provide the equations used to develop the load equivalency equations. The 1972 AASHTO Guide (5) provides the equations and are identified herein as Equations C-13 through C-16 for flexible pavements, and D-16 through D-19 for rigid pavements. These equations are quoted here for the benefit of those who may not have access to them. "The design equation for flexible pavements developed in Section C.l" 12 (Equations C-2 and C-3), "may also be written as: log(W,) = 5.93 + 9.36 log(SN + 1) - 4. 79 log(L 1 + L.J) + 4.33 log(L.J) + G/13 C-13 ... IfL, equals 18 kips (80 kNl, and L.J equals 1 for single axles, equation (C13) becomes: log(Wt! 8 ) = 5.93 + 9.36 log(SN + 1)- 4.79 log (18 + 1) + G/13 C-14 For any other axle load L 1, equal to X, equation (C-13) becomes: log(W,.) = 5. 93 + 9.36 log(SN + 1) - 4. 79 log(L,. + L.J) + 4.33 log(L.J) + G/13. C-15 Subtracting Equation C-14 from Equation C-15 gives: log(W,/Wtl 8 ) = 4. 79 log(18 + 1) - 4. 79 log(L,. + L.JJ + 4.33 log(L.J) + G/13. - G/13 1s C-16." For rigid pavements: "The design equation for rigid pavement developed in Section D.l" 13 (Equations D-2 and D-3) "may also be written as: log(W,) = 5.85 + 7.35 log(D + 1)- 4.62 log(L 1 + L.l + 3.28 log(L.) + G,/13 D-16 .. .If L 1 equals 18 kips and L. equals 1, for single axles, equation (D-16) becomes: log(W" 8 ) = 5.85 + 7.35 log(D + 1) - 4.62 log(18 + 1) + G,/13 18 D-17 For any other axleload L 1 equal to X, equation D-16 becomes: log(W,,) = 5.85 + 7.35 log(D + 1) - 4.62 !og(L,. + L.l D-18 + 3.28 log(4) + G,/13, Subtracting equation (D-17) from equation (D-18) gives: log(We.!Wtisl = 4.62 log(18 + 1) - 4.62 log(L,. + 4) + 3.28 log<L.l + G,/13. - G,/13,s D-19." Note that Equation C-2 and D-2 are designated as fl. The values for coefficients and exponents are very different resulting in quite different values for fl. Equations C-3, C-13 through C-16 for flexible pavements, and D-3, D-16 through 14 D-19 for contain terms involving layer thicknesses. However, when P, = 1.5, all terms involving layer thicknesses are eliminated when calculating load equivalencies because G, = 0. Equations C-3 and D-3 were developed to estimate the number of repetitions a given axleload may be carried by that pavement structure by the time the pavement reached the specified level of serviceability. Load equivalency factors included in the 1986 AASHTO Guide (4) may be duplicated provided that the inverse of Equations C-16 and D-19 are used. Taking the inverse of equations involving logarithms simply requires that the algebraic sign be reversed for each term in the equation. For tridem axles, a value of 3 must be used for i....J. PATI'ERNS OF LOAD EQUIVALENCIES The AASHTO load equivalency equations, C-16 and D-19, were evaluated for SN values of 1 through 6 and D from 6 to 11 inches (150 to 279 mm, respectively) for each of the levels of serviceability of 1.5 to 3.5 in increments of 0.5. Single axleloads of 10, 14, 18, 22, 26, and 28 kips (44, 62, 80, 98, 116, and 125 kN respectively) were substituted for 1.. Tandem axleloads of 18, 28, 36, 44, and 52 kips (80, 125, 160, 196, 231 kN, respectively) were used. Figures 2 and 3 summarize the calculations for flexible and rigid pavements, respectively. Figures 2a, 3a, 2c, and 3c correspond to a P, of 3.5 and Figures 2b, 3b, 2d, and 3d correspond to a P, of 1.5. Appendix A contains similar figures for P, of 3.0, 2.5, 15 and 2.0. From analyses using elastic theory, rational relationships for strain and thickness of asphaltic concrete appear to be valid for thicknesses of 3, or more, inches (76 mm) and become irrational for thicknesses less than 3 inches (76 mm) (7). The mean SN for AASHO Road Test pavements of 3 inches (76 mm) of asphaltic concrete was approximately 2.8. Comparison of single axleload equivalencies between Figures 2a and 3a indicates quite similar patterns and values for a SN range of 2.8 to 6 and slab thicknesses of 6 to 11 inches (36 to 279 mm, respectively). For tandem axleloads, the patterns are similar but the rigid pavement values approach a factor of 2 compared to flexible pavements. Figure 4 was developed from data contained in Table 54 of Report 61E {6) and illustrates that the volume of soil pumped from under pavement slabs subjected to tandem axles was approximately twice that for pavements subjected to single axles. The following is quoted from Page 2, Report 61G (8): "Flexible pavements lost serviceability through the development of ruts and roughness in the wheelpaths and by cracking in the asphaltic concrete surfacing, eventually requiring patching of the surface ... Rigid pavements lost serviceability by the development of roughness along the wheelpaths, by slab cracking or by the necessity of patching the pavement surface due to severe cracking and roughness. All of the failures in the rigid pavements were preceded by pumping of material · from beneath the concrete 16 slabs... Practically all pumping occurred along the pavement edge." From Page 38, Report 61G (8): "At the end of test traffic, data indicated that pumping increased as load increased (the greater the load the more the pumping, given equal slab thickness) and decreased as slab thickness increased (the thicker the slab the lesser the pumping, given equal load)." It appears that the concrete slabs failed because they behaved as cantilevered slabs over the voids caused by pumping and not due to fatigue of a supported concret.e slab. The flexible pavements deformed to maintain contact with the base layer. Thus, load equivalencies for the two types of pavements probably do not reflect similar pavement behavior. For both types of pavements, pavement structure has no influence upon load equivalencies at P, = 1.50. As stated earlier, G, has a value of 0.0 and SN does not appear in Equations C-16 or D-19 for either flexible or rigid pavements. For rigid pavements, Figure 3 provided the basis for the following observations: 1. There is no influence of slab thickness on load equivalency for an 18-kip (80 kN) single axleload. Thickness does have an influence for any other load, but the influence is less than for flexible pavements. 17 slabs ... Practically all pumping occurred along the pavement edge." From Page 38, Report 61G (8): "At the end of test traffic, data indicated that pumping increased as load increased (the greater the load the more the pumping, given equal slab thickness) and decreased as slab thickness increased (the thicker the slab the lesser the pumping, given equal load)." It appears that the concrete slabs failed because they behaved as cantilevered slabs over the voids caused by pumping and not due to fatigue of a supported concrete slab. The flexible pavements deformed to maintain contact with the base · layer. Thus, load equivalencies for the two types of pavements probably do not reflect similar pavement behavior. For both types of pavements, pavement structure has no influence upon load equivalencies at P, = 1.50. As stated earlier, G, has a value of 0.0 and SN does not appear in Equations C-16 or D-19 for either flexible or rigid pavements. For rigid pavements, Figure 3 provided the basis for the following observations: 1. There is no influence of slab thickness on load equivalency for an 18-kip (80 kN) single axleload. Thickness does have an influence for any other load, but the influence is less than for flexible pavements. 17 2. For axleloads less than 18 kips (80 kN), load equivalencies decrease for slab thicknesses increasing from 6 inches (152 mm) to 8 inches (203 mm) where the rate of decrease changes but continues to decrease as slab thickness increases from 8 to 11 inches (203 mm to 279 mm, respectively). 3. For single axleloads greater than 18 kips (80 kN), load equivalencies decrease as slab thickness increases from 6 inches to approximately 7 inches (152 mm to 178 mm, respectively), then increases as slab thickness increases. 4. Similar observations were noted for tandems. Table 54 (6) lists the volume of soil pumped from under the rigid slabs at the AASHO Road Test. Figure 4 illustrates the relationship of the volume of soil pumped from under the rigid slab for the tandem axle vs single axle (Lane 2 vs Lane 1) and each data point is for the same constructed slab thickness on the same loop. The volume of soil for tandem axles is approximately twice that for single axles. This suggests that the volume of soil pumped from under the slab was a function of the number of impacts by individual axles and not the number of axle groups. Because serviceability was strongly influenced by the pavement profile (slope variance or roughness), it appears that the volume of soil pumped from under the rigid pavements eventually allowed the pavement slabs to crack and deform. This 18 might account for an increased roughness compared to the flexible pavement sections. This may also explain why the load equivalencies for rigid pavements are so much greater than for flexible pavements. Figure 2 provided the basis for the following observations: 1. There is no influence of SN on the load equivalency for an 18-kip (80 kN) single axleload, but SN does have a prominent influence for any other load. 2. For loads less than 18 kips (80 kN), the equivalencies increase from SNs of 1 to 3, then decrease from SNs of 3 to 6. 3. For loads greater than 18 kips (80 kN), the equivalencies decrease from SNs of 1 to 3, then increase from SNs of 3 to 6. 4. Similar observations were noted for tandems. From Report 61E (6), "The structural design of the sections in each test tangent of the traffic loops was varied ... about a nominal design determined from designs submitted by four highway departments ... In the traffic loops (2 through 6) surfacing thickness varied in l-in. increments, base thickness in 3-in. increments, and subbase thickness in 4-in. increments." 19 AASHO ROAD TEST DATA On Page 36 of Report 61E (6), equations 13-15 are of the same format as Equations C-1 through C-3 (5) quoted earlier in this report. Analyses of the AASHO Road Test data provided the bases for the equations used in the AASHTO Design Guides (4-5). ANALYSES OF AASHO ROAD TEST DATA Appendix A, Report 61E (6), provides the number of repetitions of load for each pavement section by loop and lane and serviceability levels. Layer thicknesses were converted to SN using a 1 = 0.44, a 2 = 0.14, and a 3 = 0.11 (2). The data for repetition, SN, and serviceability were inserted into Equation C-16 to calculate 18kip (80-kN) ESALs. Regression equations relating ESALs and SNs were obtained for each loop, lane, and level of serviceability. Figures 5c, 5d, 6c, 6d, and 7b illustrate the ESAL-SN relationships between regression equations for serviceability levels of 3.5, 3.0, 2.5, 2.0, and 1.5 respectively. Appendix B contains similar figures for all levels of serviceability for the tandem axle data. In Figures 5c, 5d, 6c, 6d, and 7b, logic would suggest that the positions of the regression equation for each loop should increase in SN for increasing loop number (increasing loads). Note that plots of regression equations for some loops cross the plots of equations for other loops and in some cases may be in reverse positions. Additional analyses resulted in Figures 5a, 5b, 6a, 6b, and 7a that illustrate the relationship of regression equations through the observed repetitions of load and 20 Figures Sa and 8b are compilations of the regression equations from Figures 5-7 for Loop 4, Lanes 1 and 2, respectively. All regression equations are located in a logical, progressive sequence. This confirms that the observers performed excellent work in determining the serviceability rating and recording the number of repetitions of loadings. NORMALIZING AASHO ROAD TEST DATA The AASHO Road Test data provided in Appendix A of Report 61E (6) were loaded into a personal computer spread sheet. Equation C-16 was used to convert observed repetitions at the AASHO Road Test to AASHTO 18-kip (80-kN) equivalent axleloads for each pavement section and level of serviceability for both lanes of Loops 3-6. Trends are difficult to determine when looking at the resulting wide range in ESALs. Data were normalized by obtaining the ratio of repetitions at any given level of serviceability to the repetitions at failure (P, = 1.5) and the ratio ofESALs at any given level of serviceability to the ESALs at failure (P,). For this investigation, those pavement sections not having values of observed repetitions for each of the five levels of serviceability were eliminated, leaving 176 sections for analyses. For each loop and each lane, the average ratio was calculated for the ratios at each level of serviceability. Figures 9a and 9b illustrate the relationship between the two sets of ratios for single axle trucks and tandem axle trucks, respectively. 21 The curves for 3 in Figures 9a and 9b indicate that the ratio of ESALs for P,s of 3.0, 2,5, and 2.0 exceed a value of 1.0 and would indicate that the accumulated fatigue exceeded failure during the middle of the test period and then the accumulated fatigue was decreased to failure. Upon reinspection of the calculated ratios for the Lane 1, Loop 3 (12.15-kip (54-kN) single axleloads), ratios exceeded 1.0 for 13 of 17 sections at P, = 2.5 and 15 of 17 at P, = 2.0. For Lane 2 (24-kip (107-kN) tandem axleloads) of Loop 3, the ratios for 16 of 20 sections exceeded 1.0 for P, = 2.0 and 2.5. To verify the accuracy of these calculations, fixed values of SN and load were substituted into appropriate locations in the spread sheet and the repetitions were changed to a value of 1 resulting in load equivalency factors. These factors duplicated the values given in appropriate serviceability and axle configuration tables of the 1986 AASHTO Design Guide (4), This confirms that the calculations within the spread sheet were correct. ANALYSES USING RECORDED WEIGHT DISTRIBUTIONS An objective of this study was that Weigh-In-Motion data for 1989 and 1990 would be used to compare ESAL calculations. After inspecting the data, it was determined that the data would require extensive checks prior to analyses. An alternative source of weigh data was sought. Prior to 1987, Kentucky Department of Highways officials utilized portable scales or permanent loadometer stations to measure axleloads. A portion of the data reported to FHWA included the sum of axles weighed at 11 permanent loadometer 22 stations. Stations were located on interstates, rural primary roads, and urban -------- arterials. These data were used by FHWA to form the "W-4 Tables". To analyze the effects of axleloads, eight years of data from Kentucky "W-4 Tables" were recorded by appropriate weight groups for both single and tandem axle arrangements. The numbers of recorded axleloads were summed for the eight years for each weight range and the totals are listed in Table 1. As a simulation, the number of axles in each weight range should be proportioned according to some rate of accumulated trafiic, pavement deterioration, and as a function ofloss of serviceability. The best history of pavement deterioration, as a function ofloadings, was assumed to be the data collected at the AASHO Road Test as shown in Figures 6-8. A method was required to proportion the number of loadings in Table 1. Methodology for development of the method is contained in Appendix C and results are shown in Figure lOa. The relationship shown in Figure lOa was used to proportion the total number of axles to simulate a loss in serviceability as shown in Table 1. Figure lOb might be used to estimate the future volume of trucks required to cause pavement failure based upon the number of trucks that have travelled over the pavement and the existing level of serviceability. · The numbers of axles shown in Table 1 were converted to accumulated percentages as a function of increasing single and tandem axles in Figures lla and llb, respectively. Approximately 98 percent of the single axles had loads less than 18 kips (80 kN) (Figure lla) and 95 percent of the tandem axles had loads less than 33 kips (148 kN) (Figure llb). Use of AASHTO load equivalencies should lead to specific relationships for SN and serviceability based upon results shown in Figures 1-3 and 5-7. Figure 12 illustrates the calculated fatigue for the distribution of axles shown in Table 1. Figure 13 illustrates the load equivalency relationships for various tire and axle configurations developed by Kentucky (1,11). A description of the methodology used to develop these relationships is included in Appendix D. Table 2 (11) contains the general log-log polynomial equation and the appropriate values for the constants for each tire and axle configuration. Kentucky load equivalencies were based on theoretical mechanistic analvses using the Chevron N-layer computer program for a wide range of loads applied to each of the theoretical 100 possible combinations of AASHO Road Test flexible pavements of which 67 were . constructed. Kentucky load equivalency relationships include the variations of pavement thicknesses but do not include serviceability. The single and tandem axle Kentucky relationships were applied to the same axle distributions shown in Table 1. Figure 14 is another presentation of Figure 12 and includes the curve based upon Kentucky load equivalencies for the same axleload data. The curve for SN = 3 has the greatest calculated fatigue of any SN. The Kentucky curve passes through the AASHTO curves and follows the same general trend. 24 Equation C-16 was used to calculate the 18-kip (80-kN) ESALs for Section Number 121 in Lane 1, Loop 3 of the AASHO Road Test. Pavement Section Number 121 was chosen for analyses based upon a single axleload less than 18 kips (80-kN), layer thicknesses of 3 inches (76 mm) of asphaltic concrete, 3 inches (76 mm) of base, and 4 inches (216 mm) of subbase. The observed repetitions for each level of serviceability (from Appendix A, ref. 6) are shown in the box on the right side of Figure 15. The curve with the solid round points is the result of calculations using Equation C-16 and the curve with the open round points is the result of calculations using the Kentucky load equivalency equation for a 4-tired, single axle. Figure 15 suggested that similar analyses should be made by individual lanes and loops that are surrogates for axle arrangements and loads, respectively. The same spread sheet used to develop the curve in Figure lOa was used to obtain the 18kip (80 kN) ESALs and the mean value of ratio of those ESALs (not repetitions as in Figure lOa) by loop, lane, and level of serviceability. Only those pavement sections having both weighted and unweighted data for all serviceability levels were used. The calculated mean ratios and ESALs were obtained for 16, 24, 25, and 22 pavement sections for single axles on Loops 3-6, respectively, and 19, 25, 25, and 22 pavement sections for tandem axles on Loops 3-6, respectively. For Loop 3, pavements having 2 inches (51 mm) of asphalt were not included. Figures 16 and 17 illustrate the relationship between serviceability and the respective mean ESALs for the single and tandem axle arrangements, respectively. Figures 25 ---------J.cl6~wunudwl:.t7-<C::!OlinUt;ruain.a-separate curve for the unweighted ESALs, weighted ESAL~ and design ESALs as calculated by Equation C-16. Figures 9a and 9b illustrate the resulting mean ratios for the weighted ESALs for the single and tandem axles, respectively. Because the loops are surrogates for loads, analyses for loads less than 18 kips (80 kN) for single axles and 32 kips (142 kN) for tandems indicate that calculated fatigue based on Equation C-16 results in calculated fatigue for the mid range of serviceability levels greater than the final fatigue at pavement failure for Loop 3 data. Inspection of the ratios for Loop 3 indicates that 14 of 16 sections in Lane 1 (single axles) and 15 of 19 sections in Lane 2 (tandem axles) exceeded 1.0 at serviceability levels of 2.5 and 2.0. The Sa.Jne procedure used to produce Figure 9 was duplicated except that Kentucky load equivalencies were substituted for the AASHTO load equivalencies. The results are shown in Figure 18a and 18b for the single and tandem axle data (lanes 1 and 2), respectively. Because the Kentucky load equivalency relationships do not include serviceability, the serviceability relationship is reflected in the observed repetitions assigned to the respective serviceability value. The ratio of repetitions and the ratio of ESALs resulting from the Kentucky load equivalency relationships are identical because the load equivalency is the Sa.Jne regardless of serviceability. The values for the ratios of repetitions are identical in Figures 9 and 18. The variability in ratios for each level of serviceability is the direct reflection of the observed repetitions for each loop and lane. 26 Figure 9 displays the relationship between ratio of observed repetitions at the AASHO Road Test versus the ratio of the repetitions converted to ESALs using Equation C-16. Figure 19 displays the relationship between the ratio of observed repetitions converted to ESALs and the ratio of ESALs based on the AASHTO Design Equation C-13 .. Inspection of Figure 19 indicates there are even greater differences than shown in Figure 9. The ratio of repetitions at a given level of serviceability to repetitions at failure should be the same as the ratio of design ESALs at the same level of serviceability to ESALs at failure provided the design equation represented observed behavior. Figure 20 shows the relationship between ratio of repetitions and ratio of ESALs for the AASHO Road Test data and actual loads. The data points are averages of calculations using the same personal computer spread sheet except that the ESALs are calculated for each pavement section using Equation C-13. Figure 20a indicates that the AASHTO Design Equation C-13 matches single axleloads of 22.4 kips (100 kN) used on Loop 5 and 30 kips (133 kN) used on Loop 6. Figure 20b indicates that the best match was for a tandem axleload of 48 kips (214 kN) used on Loop 6. The AASHTO Design Equation appears biased toward the heavier loads. Figures lla and llb indicate that the axleload distribution for actual traffic is for the lighter axleloads, i.e., more typical for Loops 3 and 4. To determine whether the AASHO Road Test data (6) or the Kentucky loadometer data were biased in some way to produce trends shown in Figures 1-3,5-7, 12, and 27 14-18, analyses were made for 599 five-axle, semi-trailer trucks weighed by WeighIn-Motion scales on a Kentucky interstate. Both AASHTO and Kentucky load equivalency relationships were used. For the Kentucky load equivalency relationships, equations have been developed to account for the additional fatigue resulting from uneven load distributions between the axles within a tandem or tridem axle assembly. Previous analyses (11) indicate that loads are distributed evenly between the axles of the same assembly for only 12 percent of tandems or tridems. On the average, the additional fatigue due to uneven loading is 1.4 times that for even loading for tandems and 2.4 for tridems. Figure 21 shows the results of the analyses of the 599 trucks using the AASHTO load equivalencies (Equation C-16), the Kentucky load equivalencies assuming the loads are evenly distributed between the axles within an assembly (left vertical line), and the Kentucky fatigue adjusted for uneven loading as recorded (the vertical line in the middle of the Figure 21). EQUALITY BETWEEN AASHTO AND KENTUCKY LOAD EQUIVALENCIES ESALs has been the term used to describe the effects of traffic upon pavement design and behavior. The AASHTO and Kentucky definitions of ESAL are based on effects of traffic, but are quite different. The Kentucky load equivalency relationship is based on fatigue (strain versus repetitions) and developed from a correlation of laboratory test data with theoretical analyses of static axleloads applied to pavements and analyzed using elastic theory (see Appendix D). For 28 Kentucky, the same fatigue criterion is used as the basis for pavement thickness --------------------designs or estimating accumulated fatigue for existing pavements. In the Kentucky design system, accumulated ESALs based on fatigue and inherently assumes that pavement roughness will increase with traffic, cracking may form, patches may be constructed, and rutting probably will develop. The measurements of roughness, cracking, patching, and rut depth are not a part of Kentucky's definition of ESAL. AASHTO ESALs are based upon pavement serviceability and structural number for flexible pavements or slab thickness for rigid pavements. Pavement serviceability is based upon measurements of pavement roughness, cracking, patching, and rut depth. Inherent in the AASHTO ESAL is accumulated fatigue. Both systems involve the same characteristics, but the difference is in what is measured and what is inherently included. They are not the same, but traffic is the common item. To make a true comparison requires the application of both definitions of load equivalencies to the same traffic stream and the resulting calculations would be considered to be equal. Figure 14 illustrates that the Kentucky analyses using load equivalencies intersect the AASHTO iso-structure lines. Because the distribution of axleloads were common to both sets of calculations, there should exist some combination(s) of AASHTO SN and P, equivalent to the calculated Kentucky fatigue relationship. Figure 22a is the same as Figure 14 except that the ratio of ESALs has replaced 29. the calculated ESALs of Figure 14. AASHTO rigid pavement load equivalency ·~--- ------------------ ------ -----·----equations were applied to the same traffic distribution shown in Table 1 and the results shown in Figure 22b. The vertical line at a ratio of 1 (Figure 22a) represents equality between the two systems and equality would occur in the portion of higher serviceabilities and lower SN. Figure 22b illustrates that the AASHTO rigid ESALs would be over twice that for Kentucky ESALs. Figure 23 illustrates that area of equality in Figure 22a. A pavement design consisting of 4 inches (102 mm) asphaltic concrete on 8 inches (204 mm) of dense graded aggregate is equivalent to a SN of 2.88 using 0.44 for a 1 and 0.14 for a,. In Figure 23, the relationship between SN and P, is nearly a straight line having the following equation: P, = 2.190682 + 0.194089*SN 5 Ratios other than 1.0 may be calculated for flexible pavements by the following: ESAL,..,;0 = [0.78155- 0.25235CP,) + 0.08253CP,) 2 + [1.1851 - 1.2417CP,) + 0.3164CP,j")SN + [-0.17838- + 0.18687(P,)- 0.047618CP,}"JSN 2 where ESAL,.,;0 = CAASHTO ESALS) I (KENTUCKY ESALS), SN = AASHTO Structural Number, and P, = pavement serviceability. 30 6 Note that the AASHTO lines for serviceability cross each other for SNs less than 4. In Figure 23, the range of equality between the two systems for flexible pavements appears to be a range for SN = 3.0 to 6.0 and Pt = 2.77 to 3.36. Because results shown in Figure 21 are applicable only to five-axle semi-trailer trucks and Figures 14 and 22 are applicable to a normal stream of truck traffic, the more appropriate range of combinations for equality should be considered as SN = 3 to 6 and Pt = 2. 77 to 3.36, respectively. A range in SN of 3 to 6 is equivalent to Kentucky 33-percent AC pavement structures of 12.5 inches (318 mm) to 25 inches (635 mm), respectively, and corresponds to a range in design ESAL of approximately 80,000 to 11.5 million, respectively, for a CBR 7 subgrade. Any combination in this suggested range is different from the combination of SN = 5 and Pt = 2.5 used as a reference in the FHWA W-4 Tables. For rigid pavements, Figure 22b shows that the ratio of AASHTO ESALs to Kentucky ESALs ranges between approximately 2.13 and 2.33. Ratios may be calculated for rigid pavements by Equation 7 provided the proportional distribution of the number of axles in each weight catagory is approximately the same as shown in Table 3: ESAL,..,;. = (2.327 + 0.03556(P,)- 0.025201(Pil + (-0.070155 + 0.0733(P,) - 0.01824(P,) 2)*D + (0.0027365 - 0.00316HP,) +0.0009177(Pil*D 2 31 7 where ESALrn,;o =(AASHTO ESALSl I (KENTUCKY ESALSl, D - rigid pavement thickness, inches, and P, = pavement serviceability. Figures 24a and 24b are visual displays of mathematical solutions of Equations 6 and 7, respectively. When the distribution of axles by weight category differs from the proportion listed in Table 3, Equations 6 and 7 will not be valid and new equations will be needed. SUMMARY o AASHTO load equivalency Equations C-16 and D-19 appear to be biased toward loads greater than the current legal load limits as shown in Figure 20. o Analyses of the distribution of the number of observed axleloads as a function ofload as shown in Table 1 and Figure 11 indicate that the actual traffic passing through loadometer stations consists of a minimum of 95 percent of the single axles weighing less than 18 kips (80 kN) and tandem axles weighing less than 33 kips (147 kN). o In comparing the AASHTO and Kentucky systems, the range of equality between the AASHTO and Kentucky systems appears to vary over a range for SN = 3.0 to 6.0 and Pt = 2.77 to 3.36, respectively. This combination is different from the combination of SN = 5 and P, = 2.5 shown in the FHWA W-4 Tables. When the proportional distribution of the number of axles is approximately the same as shown in Table 3, Equation 6 may be used to calculate ratios for other 32 combinations of SN and P,. For rigid pavements, Equation 7 may be used. RECOMMENDATIONS o When comparing AASHTO and Kentucky ESALs, a combination of AASHTO SNs of 3 to 6 at serviceabilities of 2. 77 tO 3.36, respectively, might be considered as shown in Figure 23. Any combination is different from the combination of SN = 5 and P, = 2.5 shown in the FHWA W-4 Tables. Equations 5 and 6 may be used to calculate ratios for other combinations of SN and P, (Figure 24a). Equation 7 may be used to adjust Kentucky ESALs to AASHTO rigid ESALs for specific pavement thicknesses (Figure 24b). LIST OF REFERENCES 1. J. H. Havens, R. C. Deen, and H. F. Southgate, "Design Guide for Bituminous Concrete Pavement Structures", Research Report UKTRP-8417, Kentucky Transportation Research Program, University of Kentucky, Lexington, KY, August 1981. 2. H. F. Southgate, "Estimation ofEquivalentAxleloads Using Data Collected by Automated Vehicle Classification and Weigh-In-Motion Equipment", Research Report KTC-90-11, Kentucky Transportation Center, University of Kentucky, Lexington, KY, June 1990. 3. H. F. Southgate, J. H. Havens, and R. C. Deen, "Development of a Thickness Design System for Portland Cement Concrete Pavements", Research Report UKTRP-83-5, Kentucky Transportation Research Program, 33 University of Kentucky, Lexington, KY, February 1983. 4. AASHTO Design Guide for Pavement Structures, the American '"'-"'"u'cmuon of State Highway and Transportation Officials, Washington, D.C., 1986. 5. AASHTO Interim Guide for Design of Pavement Structures, 1972 the American Association of State Highway and Transportation Officials, Washington, D.C., 1974 Printing. 6. The AASHO Road Test Report 5, Special Report 61E, Highway Research Board, Washington, D.C., 1961. 7. R. C. Deen, H. F. Southgate, and J. H. Havens, "Structural Analysis of Bituminous Concrete Pavements", Research Report 305, Division of Research, Kentucky Department of Highways, Lexington, KY, May 1971. 8. The AASHO Road Test Report 7, Special Report 61G, Highway Research Board, Washington, D.C., 1961. 9. The AASHO Road Test Report 3, Special Report 61C, Highway Research Board, Washington, D.C., 1961. 10. T. C. Hopkins, "Relationship between Soil Support Value and Kentucky CBR ",Division of Research, Kentucky Department of Highways, Lexington, KY, 1970. 11. H. F. Southgate and R. C. Deen, "Variations of Fatigue Due to Unevenly Loaded Axles within Tridem Groups", Research Report UKTRP-84-11, Kentucky Transportation Research Program, University of Kentucky, Lexington, KY, April 1984. 12. H. F. Southgate, R. C. Deen, and J. G. Mayes, "Strain Energy Analysis of 34 Pavement Designs for Heavy Trucks", Transportation Research Record 949, Transportation Research Board, Washington, D. C., 1983. 35 AASHTO ~0 EQUf,i!>WlCES A/lSHTO LOAD EQU\!ALEtLIES 40-i<IP ( 178--l<t,j), 4--11'<£0 SINGLE All£ :!e-l<lP (J:'i2-ld>l). 4-ffiED SIN3l£ A><l£ 14 50 I 1J 40 ~ r--..-......... I~ ~ ' ,..._ p 1 §B -35 7 --- 2 J 4 A.'SHlO STRJCJUfW_ ltlA3ER. SN p - .,, 5 6 • 6 6 P, "'"'2-5 I L / pl"" 3..5 7 8 9 10 12 11 AGV FA.E!JfNT THIO<NESS. IN:l-ES AA&ITO I1J!.D ECUIII)).lH~CIES AA&ITO I1J!.D EQJIIINB~CIES 52~ (231-4#l, 8--llR£0 lilN:JEM Al<l£ . p ""1..!- g p ... 2.5 PI -1.5 12 p 2.0 ~ 11 P, Q: J.o § 10 ~ § ~ ~ ......, P, ,. .ls - - .. p -=~ ............. ....... / .P.-3.0. / 7 0 6 4 5 6 """' • 7 .s ..--- .... ~ t-- ' ..... ....... ..... ......... / / / 8 ' ~ 1J p . 2D 2 14 . 14 ~ 2 1.3 ·!:;I 6 I I 48-I<IP (214--kN), 8-llRED lJl.NDEM MLE I: I / ,....../ ...... , / / {:J) 5 ~ ............. ....... p ""'3· . , / """' r-_......... r"" ....... .......... ~ 11 9 ~ _l o. 12 §~ 10 I'-- ..:::.. ~ Z5 """ "' --.........------- 10 g P -zo r-- f'.::---., 2!l pl- 1.5 P, - l!i / I 9 10 11 AA9iTO STRJCIURI'L fU!IlEii. SN Fa30 flll61B-IT THIDIESS. tDB (~ i:J) FIGURE 1. VARIABILITY IN AASHTO LOAD EQUIVALENCIES FOR FIXED AXI..ELOADS. 12 lJ 14 AA:.."HTT SN3LE AXI£Li)ID E::JUIW'LHICES AASKlD SINGLE Al<l£ll)AJ) EQUiv~LENCIES 6 6 <•• "") +1419'S (82"") 1'"10 IG'S iii ~ II! iii (9B l<lt) +21119'5 (118 kiQ ..... 21119'5 {125 "") 5 +2219'S ~ .j. ~ 5 ~ 4 IP, = 3.501 I I + 10 ~ {-45 ~NJ (621t~ · · ·14'5 - (9B 11'\1 +12 +26 ~ {118 lt~l -211 14'5 (125 11'\1 ~~ IOii! -- P, = 1.!:01 3 3 ~2 ~< 2 I 1()-0 l<t" 10' . 1Q-1 ()-< 10' LO'D EIJJr.PUNC! 6 m ~ 5 Ill' @ (b) AJlSH10 ll'NDEM AXI..fl.DI'D ECUf'.ALENCES MSKTD TANOHt AXLfl_ffiD EOJitl'ILB'K:ES ' 1198 +!!Ill'S (00 "") +:!!!Ill'S (125 tH) .... J8 II'S {160 11'\1 ""'*"" 4$. lofJS 1H1 .... 52 II'S 231 tH) ~ 4 P, = 3.50l I \ 3 ~2 to-• l<t" Ui 0! 5 II! ' /· I 6 I \ I ' \ \\\ j I LO'D EJ:I.JM\I..EI¥:1' © ..... ""' (011"') • 2111CP.S +.:IIIIFS (129 JoN) ('ill i~HJ ...... 4111CF5 (1!J81d4) [::31 liN) +51~ ~ 4 P,- 1.50 ~ 3 ~2 I \. 10' 10' lo-• 1o-' 10' LO'D EWtloi£NCl' ·fl) FIGURE 2. VARIABILITY IN AASHTO LOAD EQUIVALENCIES FOR P, = 3.5 j. AND 1.5 FOR SINGLE AND TANDEM AXLES FOR FLEXIBLE PAVEMENTS. I I 10 lCJlD EQUM'I.flCI 10' AI>SKlD !::INGL£ AXill::l'IO ECUII;>l£HCIES AASHKJ SN::;L£ AXLELCAD EQJMILEN:ES 11 if) 210 ~ 11 lr=:~==~51PT--,----r--t---ffih +1014'S (45 k/~ .... 1414'S (82 ~ +2214'S (99kl~ ' I ""I •ZI4'S 125 1<H ~&~~ :!!& T P,-3.501 9 '" 2 10 ~i +2614'S !118 ::s 8 ~sl tl t I I •1~1 ~ ~ 7 I tl t I I •1• I 61 61 1 ' I I liA I 1 ~ 7 \ 6 16-<' 1()-' . 10' to-e. 10' .1Q- lO'I) Ell.I\IUNCr @ (t:)i .A.ASHJC• lANOEM AXI..£L(}>.O EOOM'lENCIES AA3-I!D TANDEM A;<Lf]_QlJJ ECU\!AI£NCIES IP, = 3.50 I "' 10 2 ::s 9 j ::s 8 ~Q 7 ~ Q 7 I. + If 1()-' IP,= lfol (/) ~ 8 6, 11 210 1 9 1B 14'S (!D 11'(1 ... 2!1 w.; (12511'(1 ..... JS 14'S (160 11'(1 ...... w.; (186 ..,, +52 w.; (231 11'(1 \ l. 10 LCW EOJI~lCI' 11 i 100 10' It tl I i ... ,. w.; ..,.zw.; 11 kH)I "'~ I .. ,.... 35>1'5(16 kHI' + 44- I'FS ( 1 kt91 .... 52 >FS ( lkl~l 6 10' 10' 1()-' 10' 10' lOO EOJI.ru£HC'r lO'I) EQJM'J..ENC( t:) tJ) FIGURE 3. VARIABILITY IN AASHTO LOAD EQUIVALENCIES FOR P, = 3.5 I AND 1.5 FOR SINGLE AND TANDEM AXLES FOR RIGID PAVEMENTS. 10' AASHO ROAD TEST PUMPING DATA 'REINFORCED PAVEMENTS .. ... ..· 250 ~ w * ~ 200 * .....* C\1~ cih! wo: I :5° 50 X- J: 1, •J wO c~ I ie + :i 100 I • ii:::J >[·.-~. ::::Ea:: :J 50 ,•..• I '~··· - :J 0 * .. I :t' ... • z -~ I . .... ..· .·.· . .......... + ' + . ' ' IS'ffl LANE 1 lANE 2 • :> 1.5 :> 1.5 >1.5 - 1.5 •1.5 * + .' 50 +· +' P, • • + * + 0 0 .. . . . ··* I :z z ' a.~ .. I :g:a: (!) ! . .·.. ..... ·/ ........ ,. ... .. i ZIL ..· + 4. .. .. 100 -1.5 ' 200 ' 150 250 PUMPING INDEX, lANE 1 CU IN PERl 'LINEAR' 'INCH' OF PAVEMENT ·. ' ' ' : r .r !' ll ~ ·: • 1 t· 1 , r l ¥ i FIGURE 4. AASHO ROAD TEST PUMPING INDEX DATA, LANE 2 (TANDEM ' AXLES) VERSUS ' LANE ' 1 ,(SINGLE AXLES) . (TABLE' 54, ' '· ' REFERENCE 3). II ll.I\SHO RQ<\0 TEST Dl.TA, R£PEll11CN3 OF lJ)I.[;· 9~GLE Al<l.flD!CS, Pt - 35 6 0 -e-LD!PJ -e-LDIJ'4 -+-LD!P 5 5 i1i i Ai<>HU RLiUO TEST CATA, I'EFETilD 6 Cf I•A· SNJLE .~A..ElJ)Affi, Pt - }3 ----· -e-LDIJ' 3 ... LlXF. --r-LD<F 5 -o-Ul!P6 5 ~ 4 4 1-" ,.- 1-~~ 1--- 1--........ ~ r-- -- 1 o. I---- ~· f-.-< - - _L_ - . --- 0 200 0 400 600 f£F'ElT11aiiS Of l.ll'!l. llil.&NJS !100 0 1.000 -lDCP3 ... lDCP4 1-llXP 5 TlDCP 6 5 jilj 1.W·) (~ Ai>SHO RQ<\0 TEST CATA, 18-KIP iftO->N) ESULS 9NGlE A~ PI - 30 6 -I..O(p 3 4 f - -~ .,.... :-.... ~ --- ~ t;::::~_::: t:- r-:::: 1-- 1-- ~· -LD!P· +LD!P 5 ;-LD!P 6 5 IJi 400 600 AASHlO li'H<P (llO-#IJ (SilLS, THCJ..&I.('f; @ !100 l.OOJ -- -- i: 0 200 - f--- ~ 4 ..- I 0 EI::O 600 f£PEll1Kl£ OF lD'D. lHCt.G"IIUS At>SHO R<W:l TEST .C'AlA, 18--KIP {80-1<1'1) £SI>,LS Sl'lGlE AA.fl..Ot>,[S, Pt - 3.5 6 400 200 €:\) ! ---v- --- -!----' --- --- [::::: ::- --- -- :- --i:.-.:::::~ ------ --~ +LDIP6 r ---- c.- - - ----- --- -- ----- - 0 ~ I~ ,..- ::.- - ~~ ·-· --- =' 200 ~ 400 ---- ---- ~m• !100 600 AASHlO ii'H<P [ilO-M{> Ei'LS. TllfJ.&HflS t--- r •pmm 1! .101..1 ~) ' FIGURE 5. COMPARISON OF AASHTO STRUCTURAL NUMBER TO 1 L;' REPETITIONS AND AASHTO ~SALS FOR AASHO ROAD TEST SINGLE AXLE DATA AT P, = .5AND 3.0. 1 I AASHO ROO ltsT ~TA, F£FETTllCN3 CF UJlD SN3lE A:<l..£lL)Offi, PI: - 25 " Ai\SHO ROO ltsT ~TA, FEJt ill ~.l'£ CF LO {) SN3lE A:<l..£lL)Offi, PI: - 20 6 .... l.D(p 3 .... LLD'3 -+-LLD' 4 -.-LLO' 5 5 t:i !--- ...... LLO'~ ~ 4 i: - -- 1---" .-- I-- .- ~ 1---- 1.----1---- :-¢---- .,.. • p ----- ,.,.;li ~3 1-- ~ . 1---- - ili ----p ---i: -- - - I--1---" ~ 0 200 6 600 40:) 800 f-:::::: f--:: LiXf. r- f-" 600 40) 200 I (I::) AASI-0 RON) ltsT ~TA, 18---l<IP (S0---14l} ESo>tS 9NGLE Al<lfl_o>OS, PI - 2.5 Ai\SHO H!J'.O ltsT ~TA, 18-l<JP {&_')_kN) ESt>J.S SI'IGLE .~ PI - 20 ... LLO' 3 .... LLO' • -t-LLO' 5 5 -+-LLIF 5 ..,, - ~ 4 i: - I w-r ~ t.i 4 z 3 I j"..,p_6 ~J oJ -LLO'~ ~ 2 I,C 0 6:x p) ...... LLO' ~ -1 I FUET11l:l'<S OF lD'Il, ll-ICIJ5l>NOS 6 ::: ~ ~ fU'E1T1lCNS OF L[)t{), 11-UJSAI£5 .... LLO'. 5 - 0 l:XXJ +-LLIF 3 t:i ~ f.- ~LL0'5 ~ 4 ·J 0 I -+-LLD'4 +LLD' 5 5 -.... ~: ~· ~ _...-: ...... 0 Q 200 40J 600 800 MSHlD I!H<P [llO-ld~ ES>LS, THCIEI\!<IJS @ FIGURE 6. l:JCQ 0 200 600 40) MSHlD I!H<P [llO-l<l~ E9\I.S. THCIEI\!<IJS w COMPARISON OF AASHTO STRUCTURAL NUMBER TO REPETITIONS AND AASHTO ESALS FOR AASHO ROAD TEST SINGLE AXLE DATA AT P, = 2.5 AND 2.0. 00: 1.000 AASHO RQIIO TEST CATA, I'EFETTTlCt£ OF LCPD SN3lE A,'<l..Elil"DS, Pt - 1.5 6 ....-LOF! ~LDY 4 5 - ........ LD::P ~ ~ -o-LDP 6 ~ 4 j: ~ t- f-- - --- - l--- r - - f-- __... ~---"- ~ t-" fL--:::1-:: t-" f-- 1-- ·~ f-- .:.-- t]lCA'_!.. f-- --- f- _, ~~ I o. 0 200 40J 600 BOJ l::XXJ F£PEliTOlS CK i..D'D, 1H:l.G'l'IC5 ~I AASI-Kl HD'D TEST lJol-11\, 18-+JP (8J-i<H) ESl>LS 3'1GL£ A:<!..B..O'II:6 pt - 1.5 0 5 iii .... UXF.! -<>-LDP4 ..... LOP!- j ..,...LDF~ :::::::f-1 ~ 4 z 3 i ~ :::: z~ ~ .t::::. 'r ~~ e~ ~I - ---+- + - -L + + 0 0 200 400 600 BOJ A.Gml 18-KP (.3:l-J.N) ESI.LS. lll::J.RI'ffi 1,000 (~ FIGURE 7. COMPARISON OF AASHTO STRUCTURAL NUMBER TO REPETITIONS AND AASHTO ESAI.S FOR AASHO ROAD TEST SINGLE AND TANDEM AXLE DATA AT P, = 1.5. AASHO RrnD TEST D\TA LOCf' 4, LANE 1, 18-KIP (BJ-kN) SINGLE ·.v I,, ~ I V /I-<:,;;;;?)? r:-,;~)~r 2.5 <! 2 0 3 4 REPETTTIJNS OF LOID, x 10" 7 6 5 ~) AASHO RrnD TEST D\TA LOCf' 4, LANE 2, 32-KIP ( 142-kN) TANDEM 4.0 'l en ~ Ui 3.0 ~ 0.: 0.: • I I -, z ~ n 0.: ffi:::; 3.5 " n ' / ; ; '' / / .. ·· I .,;:;-... .. ~ . ~~ ~ ~ 2.5 ; / ~ ;.::~ / \!2 <( .. ·· .. · ,.·· ,.·--" ' / • ' ... ,. .-· v ~ .. .. -·' .-·· ....... / / :J :<l • I ~· 0.: .-· ~ 2.0 0 FIGURE 8. 2 3 4 5 6 7 REPET!TIJNS OF LOID X 1<Y 8 9 10 COMPARISON OF VARIOUS P,s FOR AASHTO SN AND REPETITIONS OF SINGLE AND TANDEM LOADS FOR AASHO ROAD TEST LOOP 4 DATA. AASHO RCAD TEST 31NGLE AXLE, LANE 1 [)t>.TA ~~ ~-~ I I. 1- +LOOP 3 +LOOP 4 :'i 1.0 +LOOP 5 jz1i:l 0.9 -.lla-U))> 6 9·1 -~o. sz o.., --- lr ~v 0.8 .-:t::E u..:J 02 8-l ·c! ~ 0::0 .fi!rY ~ k;" l!i _a/ ~ 0.7 ~ 0.4- ALL F\1\VEMENT SECTIONS 0.3 o-J INDM[)JAL LOOP 0.2 0.1 0.0 0.0 /"'* /zo ~ s:CXJ 0.6 cb-u.. 0.5- RATIOS ARE AVERAGES CF ~~ ..... .------ v •"'t" A, ,_.....-- v./ / v?'\ ><" ~-0· ,¥ .-" / l,...---"'" .30 / -·~ w c<<,~-.f' .3.5 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 R~K) OF NUMBER OF U:W REPE'TlTKJ'.IS TO TOlAL NUtiBER OF REPEllllONS AASHO RO\O TEST TANDEM AXLE, LANE 2 [)6.1A (1 '::'] F<( ::) ~ ~z 1.2 1.1 - +UXJP 3 +llXf' 4 1.0 - +U))> 5 'i'l' o.9 -.lla-UXJP6 ~g __ a. 0.8 0.. 2 0.7 :zl 1 OJ 0.6 co-"- 0.5 .... _..,..\3 RATlCIS AAE A/ERAGES OF - AlL PAIEMENT SECTIONS .------ ~~ 0.3 c._::J oz 0.2 lit"""' ~g 0.0 3!i 0.1 0.0 0.1 0.2 ------- 0.3 0.4 .a-- ~ v / 'l #/ ,..,.-'.;,c / / iJif;?~ w 0.4 - ON NDIVDU'L LOOPS ~p --..... ;/" / ¥ 31L 0.5 ,~ \..'- 0.6 2!i 15 >!.U .c.;ov "' -* 0.7 0.8 0.9 1.0 ~ OF TOlAL NUtiBER OF LOO REPETITKJNS 10 lOW.. NUMBER OF REPETITIONS (~ FIGURE 9. RELATIONSHIP BE'IWEEN RATIO OF AASHO ROAD TEST REPETITIONS VERSUS RATIO OF REPETITIONS CONVERTED TO ESALS USING AASHTO EQUATION C-16. AASI--!0 F\IJAD TEST IJA.T.A. ANALYSES RATO OF OBSEJM:D REPETillCNS FOR 176 SECfONS ..____ 3.50 1---r--.. y a + bX + eX' X= RATIO Y = SERVICEABILITY c = -4. 189497 I· 0 ~ ~ 2.00 "-.... ~ b = 2.511961 K ~ a= 3.176561 R2 = 0.999927 N = 5 1.50 0.40 0.50 0.60 0.70 0.80 0.90 1.00 AIERbGE RATO OF REPETITONS ~) SERVICEABILITY VS SERVICE LIFE Bl>SED ON 176 F1\VEMENT SECTONS AT AASHO A.::lt\0 TEST 1.5 -!-.........--...-.--1-.,......,.-.........-~~i...---$--.~.......-.....-;-....--... 0.0 0.5 1.0 1.5 2.0 2.5 RATIO FICTOR TO PREDICT SERv'ICE LIFE (D) FIGURE 10. RELATIONSHIP OF OBSERVED AASHTO SERVICEABILITY WITH AVERAGE RATIO OF REPETITIONS OF APPLIED LOADS AT AASHO ROAD TEST. SINGLE AXLE WEIGHT DISTRIBUTION •vv 90 t; ~ 80 __.I 70 60 ~ 40 ...I 5 50 I / :::J ~ 30 20 10 0 0 5 10 15 20 SINGLE ~. KIPS 25 30 35 ~) TANDEM AXLE WEIGHT DISTRIBUTION 100 80 t:; 70 .lJ. 60 h! I.U ~ ~ .. ~ ~ 90 Cb - ·_?' ~ 50 4D 30 / 20 10 I 0 0 / / / / i 10 20 30 50 60 liiNDEM M ..f:!.a.D, KIPS (~ FIGURE 11. ACCUMULATED PERCENTAGE VS AXLELOAD FOR KENTUCKY LOADOMETER DATA. STRUCTUR.AL f\JUMBER VS ESt.L kENTUCI<Y LC~.DOiviETER OL\TA 6 -· +P, = 35 z +P, = 3.0 0::: 5 -}1-e- P, = 25 2 -, +P, = 15 (/} w rn L ___j +P, = 2.0 4 r-- i1=:; t5 =:; g: ~ ~~--------r-------~--------~~------~ (/1 ~en 0JL____________t-----------~~IF~------lr---=~ I L ~ 1 , I I 100,000 I I , ... I I I I I 200,000 I I 1., I I I 101 I I. I 300,000 P.ASHTO 18-KIP (80-kf\l) ESAL FIGURE 12. COMPARISON OF AASHTO SN VS AASHTO ESALS FOR KENTUCKY LOADOMETER DATA. I* I I II I ,000 0 0 -- ()l o_ I 0 OJ ~I (/) ~~ @~\~~~~1, ~'~· ~\ ~ L- 0 ~ _j w 0 O'J ~~~ ~ ~~~ ~\ ~ 0:::: ~'\ 1\~ >- u ,/ w _j ~~\ <:f """- ~ y \~ ~ 0 l() r....io 0 ·..Y._ <J ~~ ~: 'z n .::::J -,_ ~ <,/ ~ u - r\ \ /~~~ 1\ f- 0 1\. F r-\ ~\ ,.; ~ t-.. r--(06~ .... L './ _._ "C' w )'-... 0 r<J 0 .,.-- ~ :::,( ci <[ ]'\ t\. ,..._ 0 C'\1 R !-.. ~ .......:; 1-- ....... .,-(~ 1:-- ~ 0 '<"'"" i' '<"'"" l_J 0 X)hJ3lV/\In03 0\()l .=J ~ () z ril ~::> ()' ril 0 ..:l ~ ~ (.) C' 0 0 ril ~ - ~ ~~~ :>s 1'-,~.:1' j'::t---.. r,, ~, f- -7 [\ -~~ ·:?)Q" _! -j 0 1\~ ;,, . z 0 ~ ~ L" ..... UJ (CJ 'tt w :""'r: 0 I'- 0 [\ \ \~~ ----:=) 0 ui 0 q 0 z ~ ...s ..... ~ ::> Cl r:.. SER,JICE.ABILIT( 'VS REF'ETITIOI'·IS f<Et,lTUCI<'r' LCADOII.'IETER DAT,L 3.50 I I. 300 ~ r:- s ~ 2.50--1-l+ SN = 1 0 a::w (./1 JI-&-SN=2 ]+Sl''-1= 3 2.00 ~SN = 4 +SN= 5 11 ...._SN= 6 1.50 100,CIOO 200.000 300,C00 AASHTO 18-KIP (80-kN) ESA.LS FIGURE 14. KENTUCKY LOADOMETER DATA CONVERTED TO ESALS USING KENTUCKY LOAD EQUIVALENCY RELATIONSHIPS AND SUPERIMPOSED ON AASHTO ESALs SHOWN IN FIGURE 12 BUT REARRANGED AS P, VS ESALS. ,000 LCAD EQUI\ALE!'\JCY F:ELATIOI\-JSHIPS .A.ASHTO A.l\10 KE~ITUCI<Y 3. 5 ---.-------.---1-.l----.--.--..---,rl +M6HTO _,__. -e- f<ENfUCK'r Q_ >_:- ~ 3.0 1215-KIP (4.3.9-kN'l SINGLE AXLELOAD AASHO ROil.D TEST SECTIOI\1 I'JO. 121, Si'~ = 3.06 REPORT 61 E, PAGE 245 22 w () > ,.., 5 +-----+---+--+--+--1-l-1 0.::: L.. w Ul:lSERVED NO. OF REPETITIONS (/) P, 1- 3.5 ~ ~ 2.0 1 1.sl 1Q4 I I I I I I I I~ I 3.0 2.5 4 2.0 1.5 I I I I IIW I 154.882 427,563 529,663 612,942 644,169 I I I I 1111 1Q5 1Q6 18-f<IP (OO-Kn) ESnLS ' ' FIGURE 15. COMPARISON OF KENTUCKY AND AASHTO ESALS VS SERVICEABILITY FOR PAVEMENT SECTION 121 AT AASHO ROAD TEST. SNGLE f'!XLES 3.5 AA9·t::J FrnD TEST CATA, LOOP 3, LAt--E 1 AA9iO R)l.[J TEST CAlA, LOOP 4, LANE 1 ~ Cf" 1\~ Cf" 24 FIIIEMNT. su.:TilfS !J RJ'O TEST ~ J.O '\ ?:: ~ 2.5 2.0 + ..s.GfiO re:J;:t~ ~ I~ 50 30 i" 2.0 ~ 100 i ,,. (b) AA9-IJ W.AD TEST CATA, LOOP 5, LilJ'£ 1 AA9iO R)l.[J 1EST CAlA, LOOP 6, LANE 1 I\£FIIGE Cf" 22 FIIIEMNT su.:TIJtS !J RJ'O TEST 35 ..... I..Jfflff.HliD ESPlS ~ + llEDmD ISilS ~ --- AlSffl CEn'4 fSIILS ~ ~ - 1•)) 200 Y.o 400 ~ soo eoo aoo ""' 100 1!1-f<P {!l)-lt9 ESI!lS " 10' ~ - ~ •""'£rnlrn pes ~ + 1\EDiTElJ ES ~ 1, " ~ 30 500 I !SOlS .,_.-ro~e I ~ ~ 2.0 '"\ o 400 ty 20 -- 300 200 1&-l<P (B:l-#1) EWS x 10' 25 1.5 -e-l'<fDfiiD E lS ;o.o.<>ro!Eil N E5<tS 1&-l<P (oo-#1] EWS x 10' ~ 30 100 0 200 150 -.LNIIECHTEI} '51<5 \ I\_~ 1.5 A-fRICE Cf" 25 FA.a.ENT su.:n:N5 .'if RY>D TEST ~5 ~ "~ ~ '- . . i4WiTED ESilS 1.5 0 3.5 ... ltfo.'.WiTED !51t.S \ ~ 18 fliiiE}..ENT su.:rus ;;r RJ'O TEST 1.5 900 1.000 I 2 18-I<P {ro-+.H) ESI!lS • 10' {:J) FIGURE 16. COMPARISON OF SERVICEABILI'IY AND RATIO OF AASHTO ESALS FOR UNWEIGHTED, WEIG TED AASHO ROAD TEST DATA, AND FORAASHTO DESIGN !UATION CALCULATIONS FOR SINGLE AXLELOADS AND S USED AT AASHO ROAD TEST. ~ 3 4 TANDD.,I A>:LES !IASHO RO'ID TEST [)!ITA, LCCP 3. LANE 2 !IASHO RO'ID TEST [)!llA, LCCP 4. LANE f M:RAGE OF 19 FIO.'EI·ENT SECTlCtS fii fO'D lEST MF'JlGE OF 25 FM:1ENT ~ fii RlAD ..... 3.5 3.5 \ t\ 3.0 ~ 2.5 \\ ~ 2.0 1.5 .,......am 3.0 125 . 1.5 6 2(1) 100 3)') 2(1) 100 0 1!H<P (8J-ltl) ES0LS x I!Y {:!! (b) .. ! !IASHO RO'ID TEST [)!llA, LCCP 5. LANE 2 !IASHO RO'ID TEST [)!llA, LCCP 6. LANU_ MF'."GE OF 2.4 fii.El.U-lf =noi'S fii RlAD TESr MWa: OF 2.1 fii.El.U-lf =noi'S fii RlAD ~ 1'-w. ~ ~~ "' 1 '\ 3.0 '"\ 25 """' Ul 2.0 ~ :!6o JOO -e-IIEDfl!ll ESIIS ""ff- .u&nD tE:DI ESilS ~ sco 600 ~:: 3.o I I~ I I I 1 .,..:--o~ES/tS~ ~ 25 I I I ...._')l I I I i I I 2ol I I I~~~ I II I 1.sl I I I 'Jl ""' "" """ -400 1If ....~ESilS .... I.JfMDfl'EJ) 5ltS l 16:! 500 4(1) 18-KP (EIHN} ESAIS x 10> 3.5 6 !SOlS I 20 \ I !SOlS I V> 3.5 1.5 ESI1lS + OEDiTEll !SOlS "'*" AIQf1) ~ £SillS ~ I= .... .... LtfflECHl£D !SOlS • 1'Ef 1ol eoo 9CO 1.100 0 I 2 'M l!H<P ((1)-#1) ES0LS x I!Y 18-KJ> (oo-J#) ES'i$ X fO" ·l:;l @) FIGURE 17. COMPARISON OF SERVICEABILITY AND RATIO OF AASHTO ESALS FOR UNWEIGHTED, WEIGHTED AASHO ROAD TEST DATA, AND FORAASHTO DESIGN EQUATION CALCULATIONS FOR TANDEM AXLELOADS AND SN USED AT AASHO ROAD TEST. I'A: I 3 I 4 AASHO Rcw:J TEST DA.TA KENTUCKY L.Q6D ECUtvALENOES 1.0 j a.,. 0.9- ~ ::z 0.8- ~-'"""" -e-LOOP 4 8 0.7- -+-LOOP 65 0.. :;:: 0.6 ch b I I I I I 0.3 _v- y--- _/. 0 _.---><:: "'' \\1 'v-? . ....J\Ci ~- I I ..1/., _..,.._.----- 0.4 / / I .r:. \ 'l-':/ - I I I 0.5 § L,2 -l.OOP I <':INGLE f. Yl c-c: _I ' / / \ /\ , ( h\-'-" "'< f30 0.2 0.1 ~ 0:: 0.0 0.0 I 0., 0.2 ' 0.3 0.4 0.5 0.6 0.7 0.8 RAJIO OF REPET1110NS OF Slf'.GLE AXi..EIJ):\[) 0.9 1.0 (a) AASHO Rcw:J TEST DA.TA ~ KENTUCKY l..OO ECUrYALENOES 1.0 f:J 0.9 - -LOOP 3 -e-LDOP 4 -=±i 0.8 _..LOOP 5 ~- 0.7 -+-LOOP 6 iJ_ ::z 0.6 TANDEM AXLES ' i ..... 0.5 /_ ~-·- 0.4 0.3 ~ "- 1/ =-~ . . . 0.2 \ a:: 0.1 0.0 \ I y-- - .~~\ - ./ /'\ v \ Cl ~ ' I -,, .- \ ,, / . '\.·- ·t ' / -\ ·. \ • ~---'1-"'_.---/_/ :.?_..., "\ v-I I I I / i I I : I \!) I / _...~\1 -· d r,v ~ .._;, t;F- ---· I 0.0 0. 1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 RATIJ OF REPETI110NS OF W<DEM AltiJ..OilD 0.9 1.0 (b) FIGURE 18. AVERAGE RATIO OF KENTUCKY ESALS TO Av'ERAGE RATIO OF REPETITIONS OF LOAD FOR AASHO ROAD TEST DATA AS A FUNCTION OF LOOP AND SERVICEABILITY. R.AJ(J OF A.ASHTO DESIGN ES.ALS VS A.ASHO ROAD TESf ESAl.S FOR SINGLE AXLE D\TA 'I.L ~ ~ -e-l.DOF' 3 -&-l.DOF' 4 1.1 1.0 0.9 0.8 0.7 / -lOOP 5 / ....a..lDJP6 ~ ...- ~ ~ 0.6 0 rY ~ "0 0.3 0 \\_\~~'C..~ -? 0.1 0.0 ~ ., - ----'(,\"'~ ~ /""' / / .-::-[]\' t.'~ (·~~' fi; 0.2 et: / / 0.5 0.4 ·:( ,...,. ,...,./ tK 0.0 0. 1 0.2 .;r / / -- ~ ~ / / / ')_.l --~~) / v / / V 1 .~;, V.cjS.'~-J/ 4~ . -g.,~/ / <j fio/:~")-- ~- ~/ / -:)~ 0.3 0.4 0.5 0.6 0.7 RATO OF' AASHlD DESIGN ES.ALS 0.8 0.9 1.0 0.9 1.0 (c~ RATO OF AASHTO DESIGN ESAl.S VS AASHO ROAD TESf ESAl.S FOR TANDEM AXLE D\TA 1.2 ·~ 1' 1 ~ ~., 1.0 0.9 0.8 0.7 0.6 0.5 0.4 "0 0.3 ~ 0 ~ -l.DOF' 3 / -e-UXlP 4 -LOCf' 5 ....... lDJP6 / / 0.2 0.1 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 RtifO OF' AASHlD DESIG~l ES.ALS (b) FIGURE 19. RATIO OF AASHO ROAD TEST ESALS TO RATIO OF ESALS CALCULATED USING AASHTO EQUATION C-13 FOR EQUAL SERVICEABILITY LEVEL. . COMFr>.RISON BETWEEN R.AJO OF .AASHO ReAD TEST ----~RJ;'IEP~ETffOt~S AND RATIO OF Afl.SHTD-BESJGN-PESAJ:S~>:;------LO 0 LOOP 3 7~ I SINGLE AXLE I 0.9 •...< " ' ~ 0.7 * ~ ~ ~ u... 0 0.3 ~ 0.2 il:: l.OOP 5 '< ~l'- 0.6 ~ n ...~~' / ... l/ 1... 0.0 <:J . ,:C 0~ &?' / f...--. ~ "o ;;o...... ·--- ~--- it.) -;9 ' ·, ,....rv 1---., 0.4 0.1 I n ~'<-' A l.OOP 6 0.5 <( ,,<J.f>' Ill l.OOP 4 0.8 [9-V [') 11) :7La - ,/ 0.1 0.0 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 RAm OF AASHO R(W) TEST REPETITIONS (ci) COMPARISOt·~ BETWEEN RATO OF AASHO RCY.I.D TEST REPET!TON'S AND RATIO OF AASHTO DESIGN ESAJ....S 1.0 • 0.9 I TANDEM AXLE I lDOP 3 ~ 0.7 * Ill LOOP 4 0.8 Q ~ 0.4 u... 0.3 0 0.2 0 ti: Ct: ~~c:< I~'P'\,..'.J 11*1' . -;. 0.0 A ./ L...-' 0.5 0.1 ':>\.. .,'<.,...-~ 0.6 ~ ·~ ,,·{.' ' l.OOP 5 A l.OOP 6 ~ ~ '"' II. .... 7 l-/_ ~ . .k' --· v ,~ ~ ~ "'ffr .. / . ) •!D II!) ) ]A "~ / ~ §P" IF 0.0 0.1 0 ., 0.3 0.4 0.~1 0.6 0.7 RATIO OF AASHO RCWJ TEST REPETITIONS 0.8 0.9 1.0 'bi I, ' FIGURE 20. COMPARISON OF RATIO OF AASHTO DESIGN ESALS TO RATIO OF AASHO ROAD TEST REPETITIONS. A. ASHTO \5 KY ESALS 59·;j ::.-.1\l-:LE SDvll-TR.D.JLER TRUCI<S 6 z a:: w ' 1 ',;-+I 'NEIGH-IN-MOTJm,J I I , I • I Ell I f il .+ II ....., Pt = 35 I I 1111 ~ A:l 4 I "*- Pt = 2 0 1.~ (f) c::; J~--- I m 2 ::J z _j 4-r----- & :::> tJ ~ ~ ...to.-Pt= 1.5 -B-KY EVEN +KY u~ 3-r--- z tn i2 -e- Pt = 3.0 -+- Pt = 2.5 ~ w 2 ~ 1 -+-r..,...,....,...,....,., 600 >-~ 700 800 900 1,000 18-KIP (80-kN) ESALS FIGURE 21. KENTUCKY WIM DATA ANALYZED USING AASHTO LOAD EQUIVALENCY EQUATION. 100 <)JMPARISON OF KENTUCK1' .AND AASHTO FLE:<JBLE PAVEM&IT UJAD E<JUIVA.LENCIES FiJR KENTlXKY TRA..FFlC 0: >- 5 \2 ,3.0 fj ;::: 8JV1 2.5 4---~~~--~---------4----------~--~~~=1 -9-SN= 2 t:;: GJ "5 GJ ~ +SN-3 J.-----+------+------+---1+~ 2.0 =4 1.5 0.5 10 1.5 2.0 RAW = (A.ASHTO ESAL.Sl/(I<ENTUCKY E"'....ALS) 2.5 (o) OJMPARISON OF KENTUCKY M-JD A.ASHTO RIGID PAVEMENT LOID EQUIVALENCIES FOR KENTUCKY TRAFFlC 0'' = 78 0: g i3 V1 ~ If 3.0 ?~ -·-' 2.0 2.0 2.1 2.2 2.3 2.4 RATIO = (AASHTO ESAL.S)!(I<ENTUCKY ESALS) 2.5 (b) FIGURE 22. PAVEMENT SERVICEABILITY VERSUS RATIO OF KENTUCKY ESALS TO AASHTO ESALS FOR KENTUCKY TRAFFIC DATA FOR BOTH FLEXIBLE AND RIGID PAVEMENTS. COiv1BII\lt'ITIClf\IS OF SN .b.I'-JD Pt VVITH At.SHTO ESALS EOUAL liJ f<EhiTIJO(( ESALS 3.5 CALCULJ'!JEO ESALS BASED Ot'-1 OISTRIBUTim.l OF A><LELClADS SH>:)VvN IN TABLE 1 il. - ,.. ~ ,. _j ............ ~~ ...,*-' 0 ~ \. ,i ~ tJ ~ 30 I "~ I -~~/.r · I ab ~= 20.1940f9 190082 C'l 1- zw ::::;;: w ~ u:: 2.5~----~---+----~----~---T----~----~---+----~~~ 1 " L 4 3 .uASHTO STRUCTURAL ~JUMBER, Sl·-1 5 FIGURE 23. COMBINATION OF AASHTO STRUCTURAL NUMBERS AND SERVICEABILITIES EQUIVALENT TO KENTUCKY ESALS. 6 ' 1 -n - ..... SN -·" ::d ~SN= 2 ~ .S '7 •.:::;=-· i.6 ·71 1..5 ~ w 1.4 •:J ~ ~ II Q ~ :t: ! -+-'>N = 3 cJ ··""f'· I : ; -t-O::N=4 I -SN=5 I I I •.1.8 rJ.7 I I 1!.6 """ 2.0 rJ.5 1.5 ff / / #'// #'// #'// / /// / V../ ,./ / I I 0.9 ff /// : J.-SN = 6 1.3 1.2 1.1 1.0 ' . I A I f'/ 7 7.//'"' V / ~ _../ ~-------i __.. ""' i I I ' 2.5 HVEMENT SERv1CEA.BIUTY. P, 3.0 3.5 (0) AASHTO AND KENTUCKY RIGID ESALS 2.4 . . . . - - - - - - . . . . . - - - - - - , - - - - - - . . , . . - - - - - - - . . , ..... o = 6 ~--i------+-----+~,..:::....--....::....:,-­ II Q ~ ..... o=l:l 2.1 ~0=10~--+----------+---------4---~~~~ -t-0=12~--+----------+----------4-------~~ +0 = 14 2.0 .:j.!::=;==;:=/.__,-!-,-----~-+--.....-------+-----,--,....-.,-1.5 2.0 3.0 3.5 2.5 ~ENT SERv1CEABIU1Y, P, (~ FIGURE 24. RATIOS OF AASHTO TO KENTUCKY ESALS FOR FLEXIBLE AND RIGID PAVEMENTS. TABLE 1. KENTUCKY W-4 TABLE DATA PROPORTIONED FOR SERVICEABILITY LEVEL USING AVERAGE RATIO OF REPETITIONS OF APPLIED LOADS A. T AASHO ROAD TEST .. SERVICEABILITY. Pt I ' 2 I 1.5 3 2.5 3.5 I TOTAL I PROPORTIONAL NUMBER OF AXLES NO. OF DISTRIBUTION COEFFICIENTS AXLELOAD AXLES I 1 KIPS I SIN<.i[E I 0.413418 0.661171 0.803602 0.9074181 215687.9 344945.5 419254.4 473417.11 521719 b<!l/18 2 313514 129612.3 207286.4 251940.5 284488.21 313514 5 23410.2 37439.47 45504.76 51383.43 56626 56626 7.5 406723 10 406723 168146.5 268913.5 326843.4 369067.6 38932.1 43961.67 48447 20028.85 32031.75 48447 14 6674.63 10674.61 12974.15 14650.26 16145 16145 17 2342 2342 968.2245 1548.463 1882.036 2125.172 18.25 3839.61 1975.31 3159.075 4335.642 4778 4778 19.25 2658 2658 1098.865 1757.393 2135.974 2411.916 21 1306 1306 539.9236 863.4894 1049.504 1185.088 23 460 190.1722 304.1387 369.6569 417.4121 460 25 . 605 28 605 250.1178 400.0085 486.1792 548.9877 32 350 144.69621 231.4099 281.2607 317.5962 350 TOTAL 1248310 1105493 1375673 SINGLES I 1375673 568727.71 909555.1 ; I I I b 9 15 21 27 31 32.25 33.25 35 37 39 41 43 45 48 52 TOTAL TANDEMS I ANI li-M. bJbU Z:!ll ./tlb JbJ/.<!tib 4<!l:ll:l.<! f 4tlb4. titlb b:.:lbU 139466 160246 108006 158133 763661 149391 34428 28820 11310 4406 2131 922 697 607 2184 57657.73 66248.55 44651.6 65375 31571.06 6176.049 14233.15 11914.7 4675.755 1821.519 880.9933 381.1712 288.1522 250.9446 902.9045 92210.88 105950 71410.44 104553 50490.99 9877.234 22762.8 19054.95 7477.844 2913.12 1408.955 609.5997 460.8362 401.3308 1443.998 112075.1 128774 86793.83 127076 61367.86 12005.01 27666.41 23159.81 9088.738 3540.67 1712.476 740.921 560.1105 487.7864 1755.067 126553.9 145410.1 98006.56 143492.7 69295.86 13555.91 31240.58 26151.78 10262.89 3998.082 1933.707 836.6391 632.4701 550.8025 1981.8 139466 160246 108006 158133 76366 14939 34428 28820 11310 4406 2131 922 697 607 2184 748011 309241.1 494563.2 601103.1 678758.4 748011 I TABLE 2. KENTUCKY LO,I\D EQUIVALENCY EQUATIONS KENTUCKY LOAD EQUIVALENCY FACTORS (LEF) BASED ON ELASTIC THEORY AND MSHO ROAD TEST PAVEMENT THICKNESSES I LOG(DAMAGE FACTOR)= A+ B'kLOG(LOAD) + C"(LOG(LOAD) ... 2) NOTE: (LOAD EXPRESSED IN KIPS) COEFFICIENTS B A DESCRIPTION I TWO-TIRED 2.72886 -3.540112 STEERING 0.289133 FOUR-TIRED I SINGLE REAR c I I -3.439501 0.423747 1.846657 -7.47681392 7.31958101 -1.5377459 I -7.042515531 5.64606809 -0.51945722 EIGHT-TIRED I TANDEMAXLES I -2.979479 -1.265144 2.007989 8.115983411 - 1.650684632 5.94259543 -0.56377024 I FOUR- TIRED I TANDEM i SIX-TIRED TANDEM SIX-TIRED TRIDEM I I I I I -8.98760945 lEN-TIRED TRIDEM -8.3649958 I TWELVE- TIRED TRIDEM AXLES -2.740987 -1.873428 1.964442 SIXTEEN TIRE QUAD AXLES -2.589482 -2.224981 1.923512 0.0018635439 -0.198429071 0.0242188935 1.20191282 -9.069960E-05 -0.1 746353238 MULTIPLYING FACTORS, MF: UNEVEN LOAD TANDEM TRIDEM I I NOlE: TOTAL LEF = (LEF)x(MF) I PROPORTIOf'JfiJ_ DISTRIBUTION OF KENTUCKY W-4 DATA Tfl.BLE 3. ·I SINGLE ·1 TOTfiJ_ I 51 7 51 1oI 141 17i I PROPORTIOI'JfiJ_ I DISTRIBUTION ; 5217191 0.379246 3135141 0.227899 566261 0.041162 406723 0.295654 48447 0.035217 16145 0.011736 2342 0.001702 47781 0.003473 2658 0.001932 1306 0.000949 460 0.000334 0.00044 605 350 0.000254 . AXLELOAD! NO. OF I, KIPS . AXLES I. 18.251 19.25 i 21 I 231 25 28 i 32 I TOTfiJ_ SINGLES I 13756731 1 I I TANDEM AXLELOAD KIPS I 5350 0.007152 139466 0.186449 15 160246 0.214229 108006 0.144391 21 158133 0.211405 271 31 76366 0.102092 14939 0.019972 32.251 33.25 34428 0.046026 35 28820 0.038529 37 11310 0.01512 39 4406 0.00589 41 0.002849 2131 431 922 0.001233 45 697 0.000932 607 0.000811 48 2184 52 0.00292 TOTfiJ_ TANDEMS 748011 1 ! I I I ~~ i I I I APPENDIX A ,'\,USHl 0 Sit CLE AXLELQ!lD EQUI\ALEI UE' AASHTO SltK:;LE MEL£AD EQUI\l!JEt-ICIES 6 -<11-lOIG'S ! . . t41CFS iii +Zl!G'S +2lit<PS ..... !28 tcFS 5 ~ 4 ~ f\. tt16 ..3 (62 ~~ (98 141) 1:2:5 t4-.1 P, = 3.50 \ 3 §z v 1 . 10"" 6 r; (.f5 "") ! ii'i l£;i ~i! \ 1/ - ·-- ~ \r\ !\ ""'6r- 2B KFS ( 125 ld(t I 3 1\ ' - - - - I- - ~ 2 --- - - -<II-1DIG'S v m ! P, ~ I -- 10' 10' (q, I I USHTO SINGLE AXLELJ:»D EC::Uii,f;l£NUE ; ! ii'i ~-z 2~ \!!~ (""' ltl) ... l41<FS (6211'1] + 22 I<F5 (98 ltl) ...... :;:s tP.i (116 J4-J' 5 ~ 1... . . 29 I<FS ( 1:25 J4-~ . 10' 1(11 )~ -·-. -- 1- >- . -- I0- 1 J.J:Wl EQI.Ml£1-ICT' t;) !:!) FIGURE Al. -- . . --- ---10' 1..1}10 EOJI\I>l.B'ICr - -- -- --- Jo-e ;~ 3 ~ z -- - I - K'i' I I ~ 4 P = 2.00 1 2 10"" -- ... lJ I<F5 2.50 I II 3 -- 6 * 5 ~ 4 .. I..DAD EUII~lfH:Y (45a {62 (98 14 +22~ 26 I<I'S ( 110 14-1) ..... "" ~ (12514-1) ... 14 t<FS :- -- r lQ-1 J~ 10' ~ AllS-ITO SttU£ A)<J_£L()IJ) EQU\i'LE~CIES 6 ;53 J lf.»D EOJI\I>l.B'ICt -···-- - 1£~ +->- JO' m~ 5 (98 141) + 26 KFS ( 116 kt~~' ~ 4 P, = 3.00 ' J. (<51<N) (62 ~·J ... >OKFS -e- 14 KFS +Z2KFS RELATIONSHIP BETWEEN LOAD EQUIVALENCIES FOR SINGLE AXLELOADS OF 10, 14, 18, 22, 26, AND 28 KIPS (45, 62, 98, 116, AND 125 kN, RESPECTIVELY) AND AASHTO STRUCTURAL NUMBER FOR Pt = 3.5, 3.0, 2.5, AND 2.0. -- 1(1 AASI-ITO T/lNDEM AXI..ELOAD EQJfWll.lNCIES AJISHTO TANIX11 AXLEIJ)OD 6 ! +18 I<P.i . . 2111<P.i ii'i --- J5 I<P.i ..... 44 I<P.i ... S! I<P.i 5 (80~ (125 o.N) r60 o.N) 196 :::g 231 P,__ = 3.50 fI 6 v ~~ 1/ t- - \ (BO ~¢<) +2111<FS (125 ~I +JSI<FS (100 ~I +441<FS (196 ... ... S! I<FS (231 ~ 5 ~ 4 P, '\ ~ -· - 1o-' + 18 1<P.i ii'i \ I\ 2 ! I j 1\. ,\,. 3.00 3 -- 2 -- - - 1 1- v - - - h - - - - -f-- - - --· - m~ 10' - - \ t·- -- 1\ l!J' EQUI\~EI UEt -- -- L.-- lQ-1 lLl'D EOOIW£NC1' f l[J' 10' lC( ~) IIASHTO TPNITM AXl..ELOC>D EQUf.KENOES ) EQUI'REI K:l S 6 ! 6 ii'i ~ ~ I ! ii'i 5 ... 18 I<FS (00 ~ + 2S lofi { 12.5 loN) + I<FS ( ~¢<) ..... 441<FS {196 loN) ...... 52 I<FS (231 o.N) 36 4 J 160 ~ ~ P, = 2.50 - - 5 4 J . 1---· ... 18 KFS (80 I<'~ . . 2!! I<FS ( 125 "'' + 36 I<FS ( 160 "'' - + 44 ta::s ~ 196 W'l -- ~ I I I lo-' . .....,.52 KFS 231 W'-1 ~ 2 P, I 2.00I 2 r- - 10"-' l!J' lLl'D EOOII'l.fl-1...1' e FIGURE A2. 10' J.')-11 ro~ l!J' L.:W:· ECIJII'l.fH::.· w RELATIONSHIP BETWEEN LOAD EQUIVALENCIES FOR TANDEM AXLELOADS OF 18, 28, 36, 44, AND 52 KIPS (80, 125, 160, 196, AND 231 kN, RESPECTIVELY) AND AASHTO STRUCTURAL NUMBER FOR P< = 3.5, 3.0, 2.5, AND 2.0. 10' AI'SHKl SNGL£ A:>l.EI...CAD EQII\I'<LH·CIES 11 1/) 2 10 ~ .... 1l14'S ... 14 I4'S ... 22 I4'S +liS I4'S ..... :!1314'S (45 1<>0 (62 1<>0 (98 1<>0 11~ ~ 125 :5 6 i Q 10 ·-- 7 6 16-t - ---1- ~ 12 I -r- P_.- 3.50 :s 8 ---- Q 1 ~ ~- J IOo 1-- - -~ ···I. ---" ---- --- ·:J-' 1{}-' (ti• AAS-IlD SN8L£ A>3£LCl'D EQIJI"•LENCES AiiSH10 ~lNGL£ AXL£10\0 ECU\?l£NCIES 11 . . 10 tP.i \45 lt"J ... 14 I4'S (62 ~ "' 10 ... 2214'S (98 2 .... 10 IP.i ... 14 IP.i 22 If'S If) -lr- 26 I4'S (116 1<>0 .... ""I4'S (125 kl 210 + I ~~ I I !!lil 9 P,- 2.50 :s 6 I I ~ ~ 7 :s 8i ~ Q 1 ft 6 10' lf.mEWMUNC\' "3 (98 - +26~ ~:16kll ..... 2S tPS 125 ldt i' 12 1()-' (45 kl~ (62 kl9 P, = 2.00 -~- - - -- ·-- - !C~ -::;lil -fL-'--- Q 1()-> 1V 10' La.!> EOMHliCl' f!) ~ !!§1 - - 1- € 10' u:ro EO.I\IUH::r 11 ~~r I ft 1()-' --- .... 10 IP.i (45 1<>0 ... 14 IP.i (62 1<>0 T 22 IP.i (S6 ""l) :o; If'S i 116 kl~ + 28 If'S ( I 25 ""l) 2"' + ~ ~ r&lq2 ~~ !!~ 9 ~--"SHlO SINGLE .A)<LEL{l'ID EOlJII,;>IJ:JICil':i 11 -- I - - ---- o 10' g FIGURE A3. -- RELATIONSHIP BETWEEN LOAD AXLELOADS OF 10, 14, 18, 62, 98, 116, AND 125 kN, RESPECTIVELY) AND AASHTO RIGID PAVEMENT THICKNESSES FOR Pt = 3.5, 3.0, 2.5, AND 2.0. 1(11 AASHlO TANC£M AXLELO'IO EQUIINHICIES 11 ~ P.~SHTO lN.£:EM A)(lilJJ'<D EQUIW.I HICILS - 11 liP,= 3.~ 2 10 i 7-- Q ~ 9 • - ~ :5 8 i ~ ~-- f--- 1-- 9 liP,= $00 --r--TTTT "' 10 -1_.-~-- :56·---·--·- -- i1l if; c -i0"18- (llll<ll) .... :EtPS (125 1-Jt) - - 6 1()-' 1cP + :Ja - ( 160 "') ; - # tFS (196 ktl) + 5 2 - (231 "~ 10 1 fit 10' 7-11-----4 1111-----li +- _.,_........__._ sl ~~ 11111~1 1()-1 ~ I A,<.SHlD TANC£1.1 A>lELCAD EQ_II\I"LEI U::.S I 11 ,IP, = 250 i ~ 8 ~ ~52...-..s € 10' lim WJflifl 1C1 © FIGURE A4. l£'. ---- 10 & 0 -- - - - -- - - - -c... 1!1 01'5 ("' i<N) f- Q + 2!! II'S ( I ;s '-"9 -+- J6 tFS (EO i<N) - "* 44 tFS ~ (231 "'9 10' _co --- c- - >-- - ~ 7 - - -- ... 18 to:FS \8l IN) • 3!14'5 (125 "'9 -+- :Ja tO'S (160 kl9 +4414'5 (196 "'9 Q ' 2 f-·>--- 9 ~ 7 --r-- tn 10 10' 1(' I \b) -- 1(}-' 1()1 l!)IJ) EIHJI< IN::. AASHKJ ~NDEM 1\;<lfl_[)ll{) ECUt•.N.Et ICES i 1<11) !12- (1 1 "~ -~- 1C• (:Y "' 2 tE kll} :28 ws < - +~ toFS (I 0 kl~ Ill----1- --1----llt I++ -t-44 f':F'S (1 Lm> ErJ IIJ>I.HICl' 11 ~ ~-';;r.; kit) \1~ ._H) .... 52 ti'S ( ~1 "~ € ltJ-1 -, ltJ' 10' LJ)IJ) EIHilill::.· ~ RELATIONSHIP BETWEEN LOAD EQUIVALENCIES FOR TANDEM AXLELOADS OF 18, 28, 36, 44, AND 52 KIPS (80, 125, 160, 196, AND 231 kN, RESPECTIVELY) AND AASHTO RIGID PAVEMENT THICKNESSES FOR Pt = 3.5, 3.0, 2.5, AND 2.0. ' 1~· APPENDIX B MSHO ROO TEST D'ITA, JtF£11TICNS OF LOlO ll>J-C8A A)<l.flii\ffi, Pt - 35 1'11-ro.t A)<llli)o\£6, Pt - 3.0 STR,>JGHT LI'JE LOG-LDG ~GRfSSICI'J EQUATICNS 6 Ullf • ...-UJCP, -t-IDCP6 r ~ 0_ -- ~~ 4 1-~ 6 1-'" ~ ~ ~ •~cum 600 400 tii ~ 000 = i -+-LCXP 5 4 5 ~ 4 ~ -;:::::. i: ::::-:;::::::. ' r- ~ 0 1.(YJO 21JO 0 AI\SHO ROO TEST D'ITA, 18---+<IP (&:HN) E9'LS 11>NC8A A'lilEl.l:l'[S, Pt - 3.0 6 i: -- in 5 +LCXP J +LCXP 4 ...-LCXP 5 -o-LDIF6 i: v'uiOP5 .-.:; 0 @ FIGURE Bl. 1.000 --·· 0' = m • 0 200 ~~ ,_- - I"" Trnrn-N 400 600 BJO 18--1<1' (BJ-I<N) .v&flD ES.'I.5. lHCJ.£AJ·Ui :....- f-- 1- ::--- - ::;::::7 .:JJP - ~>-"' F- -- ~ 4 '""' 6 1,{):I ·II 800 Af>SH:l ROO TEST, 18-WP (80-1¢(\ ESI>J.S W«M A'>UJ.CIIffi, Pt - 35 -f--.::: ,.....- r;::::::: ::::~ 4 ~ 200 600 400 (~ p- --- ---- - - - - V" FEP£1110£ IF Lf}l[( 110..5'1 D> 1-'" ---- --·-- - ij +UJCP5 f-o-IDCP 6 0 -;::::; :::--- t-- jl!l!!> ~ +UJCPJ ili - .....-:: ;:::::::;- -t-LDIF 6 ~OF lO'D, nn&llli 1t-IDCP4 ~--- +IDCP4 5 ~ --- --- - > zoo 0 6 --- +IDCP3 ..~!"" +UJCP4 -:::: i __. t---:::: l-- ~ ~ S'TRAIGHT UtiE LOG-LOG REGRESSIOtl EQU>.liDIIc; 6 +UJCPJ 5 I Ai'SI U RCJiiD TEST D'ITA, ltF£110016 OF L(J\Ct ~ 600 400 ·=~=L= 800 1.0 _I) 113--1<1' (6H<!~ .v&flD ES.'I.5. THOJSAI.JJS ifJ) RELATIONSHIP BETWEEN AASHTO STRUCTURAL NUMBER AND REPETITIONS OF TANDE M AXLELOADS OR 18-KIP (80-kN) ESALs FOR AASHO ROAD TEST DATA AT Pt VALUES OF 3.5 AND 3.0. I II I AI'SHO RQilD TEST D\TA, ltF£llTI::NS Cf liJlD WCEM M..El1YICS, Pt - 25 AASH) RQIID TEST !AlA, JtF£TmJI6 Cf l.•::AU WU11 A.'tlli:AI:S, Pt - 2.0 STR.~IGHT UNE LOG-LOG REGRESSON EQU~HJNS 6 ..,..LCXP3 ili I .... UlCP3 -9-I!XP4 5 +LCXP5 +taPS - 4 r 0 .....~· ~ I- ....- ~ ~ 6 STRAt3HT LIIIE LOG-LOG REGRESSION EQl>\U::•IIS 6 ~ ~ -- ------ - I 1- 600 400 600 -+-UlCP 6 - 4 ,..,. .-,- --= ~ ...-:..---..~ .. = ~~~ 20) 0 l'tP£ Ill UIS OF LD>Q 11-U.&NC& 5 Vi I ..,_LCXP3 -e-Ul!P4 +taPS ...... Ul!P. <mTnn tTT..-.Tn 1 ,,-,-,......,, 800 6(1) 400 --·---- 1,00.J AASHO RQilD 1E5T D\l.l\, 18-KIP (f:D-W I) E5'ILS W££M Al<l£lfllffi, Pt - 20 - - ---- 6 +lDIF 3 -- Vi p i:W'. z ~ ~· ..... -- ~ ~ 40J 600 600 18-I<P (I:IJ-l¢j) .veJlO ES>'iS THCIJSAia @ FIGURE B2. 1.0CO ---- +lDIF 5 - 5 ·---- +LQ(J' 6 3 2 ~ 0 TTT....-n-YT 200 -e-liXF. I. 4 r .-r> "~ ~---· (I:} AASI-D R~ TEST !AlA, 18--l<lP (00-+t~) E5'ILS Tl>l'llEM Mllili>C:S. Pt - 2.5 ..- - - c---- ~ IUETIOCNS OF lil'D. THCI.£AH:·.s I~ 6 .¢ - 0 l,O:xJ -- -f.--::: ;::::::. =-- - - - ---- +UlCP 5 i: -- -- - - 200 - ~ -9-UlCP4 5 ili --- ~~ ) - -= ~ -- --- p_ ....--• ----- --- n'T1.,-n"T'' 2((] ~ - - ---1 - - --- --- -····- ~~~ v TTTTT'TTr< ~.,..., ............ n""" ', .... ,...... ' 1.(/ (I BXl 600 ld--l<P (B:H<t,j) AASHTO ES>'iS THtJJSi\HlS 4(0 ifJ) RELATIONSHIP BETWEEN AASHTO STRUCTURAL NUMBER AND REPETITIONS OF TANDE M AXLELOADS OR 18-KIP (80-kN) ESALs FOR AASHO ROAD TEST DATA AT Pt VALUES OF 2.5 AND 2.0. AASI-D RQIIJ) TEST D'llA, REFE Ill Klt-13 CF I CM llii'I:EM A'I.BJ)I£6, PI - I .5 SlRAIGHT LI'IE lDG-LDG-REGRESSIOil EQlJAH:IIlc; -- 6 """" ..-UXP3 ili ..-UXP4 f--- 5 ··-- -+- L.O:F ~ ~ 4 -.>-UXF6 ;: ' - ""'. L--I"' '~ ""' 1:--- 1- ~ -- --- ~ . -- i I' ! ---- --- -- -- ~1 D. 0 200 400 600 BJO 1000 ltPE III(US Cf" LD'D. 11-fi.&NIL ij AASHCI Fn'D lEST [)l..lll, 18-KIP {00-W·I) ES/oLS WUM Al<I..O.CI'ffi, PI - 15 6 +UlPJ .... LaP. +LaP 5 5 tli I z ~--"'" -.>-UlP6 4 ,SfV. I -. J ~ ~- v ..---- ~ _... ~·~ 2 --- ~ 0 200 ! -- 1 ~ 0 ... ~ 600 ~- ~- ~m ~ &0 1,000 18-KP (tlHI'~ A,>9fl0 ESll!S, ll-1Cl.£t.rlli (til FIGURE B3. RELATIONSHIP BETWEEN AASHTO STRUCTURAL NUMBER AND REPETITIONS OF TANDEM AXLELOADS OR 18-KIP (80-kN) ESALs FOR AASHO ROAD TEST DATA AT A Pt VALUE OF 1. 5. APPENDIX C DEVELOPMENT OF FIGURE 10 Under the section "Normalizing AASHO R'oad Test Data", the ratio of ESALs at each P, to ESALs at failure (P, = 1.5) was calculated for each of the 176 pavement sections having values of observed repetitions for all five levels of P,. Use of Equation C-16 produced irrational results for Loop 3 and the ratio of ESALs was abandoned. Ratios of repetitions were calculated for each P, to repetitions at failure (P, = 1.5) for all 176 pavement sections. The average of all 176 pavement sections (Lanes 1 and 2) was obtained for each of the five levels of P,. Figure lOa displays the results and includes a polynomial regression equation fitted to the averages. APPENDIX D DEVELOPMENT OF KENTUCKY LOAD EQUIVALENCY RELATIONSHIPS Between 1972 and 1976, large 3-axle and 4-axle single frame dump trucks (vehicle class Kentucky to haul coal. an 8-inch (203-rnm) steering respectively). 7) were introduced into eastern Tires on the steering axle increased from width to respectively) widths. recorded 6 and 14- to 16-inch (356- to 406- mm, In-pavement, Weigh-In-Motion (WIM) scales axleloads of 8 to 22 kips (36 to 98 kN, It was decided that load equivalency factors (LEF) should be developed for 2-tired axles and for other tire-axle configurations using the same methodology to obtain LEF for the steering axle relationships. in order WIM to data assure compatibility indicated loads were between not LEF equally distributed on the dual-tire assemblies of tandems and tridems and adjustment factors were required to account for additional fatigue caused by uneven loading. If factors compared are to to AASHTO be developed, load the equivalency relationships factors and the should be pavement structures tested at the AASHO Road Test should be analyzed to obtain the new LEF. The following conditions and criteria were used to develop the Kentucky LEF. o The original Chevron n-Layer computer program was modified to include superposition principles and to include the equation necessary to calculate strain energy density, SED. o AASHO Road Test Pavement Sections constructed on Loops 3-6: AC: 2 to 6 inches on l-inch increments (51 to 152 mm on Base: 0 to 9 inches on 3-inch increments (0 to 229 mm on 76-mm increments) Subbase: 0 to 16 inches on 4-inch increments (0 to 406 mm on 102-mm increments). These combinations resulted in the construction and testing of 120 sections of which 12 were duplicates. The 120 sections consisted of 100 possible combinations of layer thicknesses but not Earlier all combinations Kentucky structures using analyses the were constructed on each Loop. of typical Kentucky pavement Chevron n-Layer computer program indicated that peculiar and unreliable results were obtained for asphaltic concrete thicknesses less than 3 inches (76 mm). For development of KY LEF, the 2-inch (51-mm) AC sections at the AASHO Road Test were eliminated from the matrix leaving 80 possible combinations of layer thicknesses. o AASHO Road Test soil samples were sent to a number of research and testing laboratories and one of these was the Division of Research, Kentucky Department of Highways. using the Kentucky CBR test procedure. Soils were tested Test results indicated that the soil corresponded to a Kentucky CBR of 5.3, or a modulus of 7,950 psi (55 kPa). o Results of Kentucky research indicated that the mean annual temperature for Kentucky was approximately 70 degrees F ( 21 c) corresponding to a modulus of elasticity of 480 ksi (3.3 kPa). Similarly, average temperature at the AASHO Road Test was approximately 60 degrees F (16 C) corresponding to a modulus of elasticity of 600 ksi (4.1 kPa). o Each tire within a fixed tire-axle configuration was loaded equally for the range of 2,000 pounds to 8,000 pounds (0.9 to 3.6 kg, respectively) in increments of 500 pounds (0.23 kg). o Strains, stresses, and strain energy densities (SED) were computed at the bottom of the asphaltic concrete and at the top of the subgrade. o Tensile strains computed at concrete were converted to the bottom of "work strain" the asphaltic by the procedure given in reference 12 in the main body of this report. o With these computed strains, ESALs were computed using a strain-ESAL relationship appropriate to 600 ksi (4.1 kPa) and based upon laboratory fatigue test results (reference 4 in the main portion of this report). o LEF were computed for each load on each tire-axle configuration and for each pavement structure by: LEF = N, / NL where N18 = ESALs due to the calculated strain for an 18-kip (80-kN), 4-tired single axle, and NL = ESALs load, L due to the calculated strain for in kips, for the tire-axle configuration. o After the LEF values were calculated for the complete matrix of load and pavement structures, a regression analysis was performed for all LEF values for all pavement structures for a particular tire-axle configuration. The best regression equation was determined to be: log(LEF) =a+ blog(L) + c(log(L))' where a, b, and c are constants given in Table 2 of main text. o Considering the diversified pavement structure thicknesses and combinations of layer thicknesses, the scatter of tandem loads = 1 was approximately +/- at an LEF 1 kip (4.45-kN). For tridems, the scatter at LEF = 1 was approximately+/- 1.5 kips (6.7kN). o Rationale for Kentucky method detrimental pavement is thickness to effects design protect beyond the normal assumed for the from any consolidation for subgrade. thicknesses appropriate to Interstate traffic to letting the subgrade rut or shear but the asphaltic concrete to remain intact for farm-to-market Farm-to-market roads roads. in Kentucky traverse generally hilly, and/or curvy terrain that should prevent speeds approaching hydroplaning conditions. Thus, rutting is not considered a dangerous attribute for low volume, low speed roads. Subgrades deform but do not have any significant fatigue characteristics. However, true fatigue of asphaltic concrete is a bending phenomenon. Thus, strains at the should bottom relationship of the with asphaltic repetitions concrete of determined by laboratory testing. while have has a loading as been Analyses indicate that the magnitude of tensile strain and the associated number of repetitions differs significantly with structure thickness and subgrade support, the ratio of repetitions for other loads on the same pavement and subgrade varies very little. For thin ~avements, the strains are relatively high for thin pavements, and relatively low for thick pavements but the ratio of the associated ESALs from the fatigue criterion line are nearly the same. Therefore, Kentucky LEF relationships inherently include structure but the equations are not affected specifically by structure.