Traffic load modelling and factors influencing the accuracy of predicted extremes

Design and assessment of highway bridges requires accurate prediction of the extreme load effects expected during the proposed or remaining life of the structure. Traditionally these effects are calculated using conservative codified deterministic loading models. While this conservatism is relatively insignificant in design, it may be critical in assessment. Advances in weigh-in-motion (WIM) technology, i.e., the process of weighing trucks travelling at full highway speeds, have increased the availability of accurate and unbiased site-specific traffic records. Assessments performed using WIM data are generally accepted as less conservative than those performed using generalized codified loading models. This paper briefly describes traffic simulation using WIM statistics. The implications of the accuracy of the recorded data and the duration of recording and of the sensitivity of the extreme to the method of prediction are investigated. Traffic evolution with time is also explored. The conclusions are of i...

[1]  J. Angus Extreme Value Theory in Engineering , 1990 .

[2]  Maurice Lemaire,et al.  Applications of statistics and probability : civil engineering reliability and risk analysis : proceedings of the ICASP 7 Conference, Paris, France, 10-13 July 1995 , 1995 .

[3]  Eugene J. O'Brien,et al.  Report of Current Studies Performed on Normal Load Model of EC1 , 2001 .

[4]  B. Jacob,et al.  Probabilistic Traffic Load Models and Extreme Loads on a Bridge , 1990 .

[5]  Eugene J. O'Brien,et al.  Test of WIM sensors and systems on an urban road , 2000 .

[6]  I. Enevoldsen Experience with Probabilistic-based Assessment of Bridges , 2001 .

[7]  Fred Moses,et al.  Weigh-In-Motion System Using Instrumented Bridges , 1979 .

[8]  Lawrence L. Kupper,et al.  Probability, statistics, and decision for civil engineers , 1970 .

[9]  A.C.W.M. Vrouwenvelder,et al.  TRAFFIC LOADS ON BRIDGES , 1993 .

[10]  M Hallenbeck QUALITY ASSURANCE AND AUTOMATED ERROR DETECTION FOR WIM AND AVC EQUIPMENT IN THE LONG TERM PAVEMENT PERFORMANCE (LTPP) PROJECT , 1995 .

[11]  Wilson H. Tang,et al.  Probability concepts in engineering planning and design , 1984 .

[12]  M Hallenbeck SEASONAL PATTERNS OF TRUCK LOADS AND VOLUMES IN THE UNITED STATES , 1995 .

[13]  J. Hüsler Extremes and related properties of random sequences and processes , 1984 .

[14]  W. Weibull A Statistical Distribution Function of Wide Applicability , 1951 .

[15]  Bruls Alois,et al.  ENV1991 - Part 3: Traffic loads on bridges. Calibration of road load models for road bridges , 1996 .

[16]  A. G. Davenport,et al.  A STATISTICAL APPROACH TO TRAFFIC LOADING ON HIGHWAY BRIDGES , 1979 .

[17]  Andrzej S. Nowak,et al.  Load model for bridge design code , 1994 .

[18]  Enrique Castillo,et al.  Engineering analysis of extreme value data : selection of models , 1992 .

[19]  R Eymard,et al.  UN NOUVEAU LOGICIEL : LE PROGRAMME CASTOR POUR LE CALCUL DES ACTIONS ET SOLLICITATIONS DU TRAFIC DANS LES OUVRAGES ROUTIERS , 1989 .

[20]  Eugene J. O'Brien,et al.  Assessment of the accuracy and classification of weigh-in-motion systems. Part 2: European specification , 2000 .

[21]  Akhilesh C. Agarwal,et al.  Development of loading-truck model and live-load factor for the Canadian Standards Association CSA-S6 code , 1987 .

[22]  C Cremona EVALUATION DES EFFETS EXTREMES DU TRAFIC SUR LES HAUBANS D'UN PONT , 1995 .

[23]  M. R. Leadbetter,et al.  Extremes and Related Properties of Random Sequences and Processes: Springer Series in Statistics , 1983 .

[24]  Andrzej S. Nowak,et al.  Live load model for highway bridges , 1993 .

[25]  A T Dempsey,et al.  THE ACCURACY OF BRIDGE WEIGH-IN-MOTION SYSTEMS FOR THE DETERMINATION OF TRUCK WEIGHTS , 1995 .

[26]  M. A. Hirt Eurocode 1. Basis of design and actions on structures , 1993 .

[27]  Simon Frederick Bailey Basic principles and load models for the structural safety evaluation of existing road bridges , 1996 .