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NATIONAL
NCHRP
REPORT 509
COOPERATIVE
HIGHWAY
RESEARCH
PROGRAM
Equipment for
Collecting Traffic
Load Data
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TRANSPORTATION RESEARCH BOARD EXECUTIVE COMMITTEE 2004 (Membership as of January 2004)
OFFICERS
Chair: Michael S. Townes, President and CEO, Hampton Roads Transit, Hampton, VA
Vice Chair: Joseph H. Boardman, Commissioner, New York State DOT
Executive Director: Robert E. Skinner, Jr., Transportation Research Board
MEMBERS
MICHAEL W. BEHRENS, Executive Director, Texas DOT
SARAH C. CAMPBELL, President, TransManagement, Inc., Washington, DC
E. DEAN CARLSON, Director, Carlson Associates, Topeka, KS
JOHN L. CRAIG, Director, Nebraska Department of Roads
DOUGLAS G. DUNCAN, President and CEO, FedEx Freight, Memphis, TN
GENEVIEVE GIULIANO, Director, Metrans Transportation Center and Professor, School of Policy, Planning, and Development,
USC, Los Angeles
BERNARD S. GROSECLOSE, JR., President and CEO, South Carolina State Ports Authority
SUSAN HANSON, Landry University Professor of Geography, Graduate School of Geography, Clark University
JAMES R. HERTWIG, President, Landstar Logistics, Inc., Jacksonville, FL
HENRY L. HUNGERBEELER, Director, Missouri DOT
ADIB K. KANAFANI, Cahill Professor of Civil Engineering, University of California, Berkeley
RONALD F. KIRBY, Director of Transportation Planning, Metropolitan Washington Council of Governments
HERBERT S. LEVINSON, Principal, Herbert S. Levinson Transportation Consultant, New Haven, CT
SUE MCNEIL, Director, Urban Transportation Center and Professor, College of Urban Planning and Public Affairs,
University of Illinois, Chicago
MICHAEL D. MEYER, Professor, School of Civil and Environmental Engineering, Georgia Institute of Technology
KAM MOVASSAGHI, Secretary of Transportation, Louisiana Department of Transportation and Development
CAROL A. MURRAY, Commissioner, New Hampshire DOT
JOHN E. NJORD, Executive Director, Utah DOT
DAVID PLAVIN, President, Airports Council International, Washington, DC
JOHN REBENSDORF, Vice President, Network and Service Planning, Union Pacific Railroad Co., Omaha, NE
PHILIP A. SHUCET, Commissioner, Virginia DOT
C. MICHAEL WALTON, Ernest H. Cockrell Centennial Chair in Engineering, University of Texas, Austin
LINDA S. WATSON, General Manager, Corpus Christi Regional Transportation Authority, Corpus Christi, TX
MARION C. BLAKEY, Federal Aviation Administrator, U.S.DOT (ex officio)
SAMUEL G. BONASSO, Acting Administrator, Research and Special Programs Administration, U.S.DOT (ex officio)
REBECCA M. BREWSTER, President and COO, American Transportation Research Institute, Smyrna, GA (ex officio)
GEORGE BUGLIARELLO, Chancellor, Polytechnic University and Foreign Secretary, National Academy of Engineering
(ex officio)
THOMAS H. COLLINS (Adm., U.S. Coast Guard), Commandant, U.S. Coast Guard (ex officio)
JENNIFER L. DORN, Federal Transit Administrator, U.S.DOT (ex officio)
ROBERT B. FLOWERS (Lt. Gen., U.S. Army), Chief of Engineers and Commander, U.S. Army Corps of Engineers (ex officio)
EDWARD R. HAMBERGER, President and CEO, Association of American Railroads (ex officio)
JOHN C. HORSLEY, Executive Director, American Association of State Highway and Transportation Officials (ex officio)
RICK KOWALEWSKI, Deputy Director, Bureau of Transportation Statistics, U.S.DOT (ex officio)
WILLIAM W. MILLAR, President, American Public Transportation Association (ex officio)
MARY E. PETERS, Federal Highway Administrator, U.S.DOT (ex officio)
SUZANNE RUDZINSKI, Director, Transportation and Regional Programs, U.S. Environmental Protection Agency (ex officio)
JEFFREY W. RUNGE, National Highway Traffic Safety Administrator, U.S.DOT (ex officio)
ALLAN RUTTER, Federal Railroad Administrator, U.S.DOT (ex officio)
ANNETTE M. SANDBERG, Federal Motor Carrier Safety Administrator, U.S.DOT (ex officio)
WILLIAM G. SCHUBERT, Maritime Administrator, U.S.DOT (ex officio)
ROBERT A. VENEZIA, Program Manager of Public Health Applications, National Aeronautics and Space Administration
(ex officio)
NATIONAL COOPERATIVE HIGHWAY RESEARCH PROGRAM
Transportation Research Board Executive Committee Subcommittee for NCHRP
MICHAEL S. TOWNES, Hampton Roads Transit, Hampton, VA JOHN C. HORSLEY, American Association of State Highway and
(Chair) Transportation Officials
JOSEPH H. BOARDMAN, New York State DOT MARY E. PETERS, Federal Highway Administration
GENEVIEVE GIULIANO, University of Southern California, ROBERT E. SKINNER, JR., Transportation Research Board
Los Angeles C. MICHAEL WALTON, University of Texas, Austin
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NATIONAL COOPERATIVE HIGHWAY RESEARCH PROGRAM
NCHRP REPORT 509
Equipment for
Collecting Traffic
Load Data
MARK HALLENBECK
Washington State Transportation Center
University of Washington
Seattle, WA
AND
HERBERT WEINBLATT
Cambridge Systematics, Inc.
Chevy Chase, MD
S UBJECT A REAS
Planning and Administration · Pavement Design, Management, and Performance ·
Bridges, Other Structures, and Hydraulics and Hydrology
Research Sponsored by the American Association of State Highway and Transportation Officials
in Cooperation with the Federal Highway Administration
TRANSPORTATION RESEARCH BOARD
WASHINGTON, D.C.
2004
www.TRB.org
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NATIONAL COOPERATIVE HIGHWAY RESEARCH NCHRP REPORT 509
PROGRAM
Systematic, well-designed research provides the most effective Project 1-39 FY'00
approach to the solution of many problems facing highway
administrators and engineers. Often, highway problems are of local ISSN 0077-5614
interest and can best be studied by highway departments ISBN 0-309-08788-0
individually or in cooperation with their state universities and
Library of Congress Control Number 2004100961
others. However, the accelerating growth of highway transportation
develops increasingly complex problems of wide interest to © 2004 Transportation Research Board
highway authorities. These problems are best studied through a
coordinated program of cooperative research. Price $20.00
In recognition of these needs, the highway administrators of the
American Association of State Highway and Transportation
Officials initiated in 1962 an objective national highway research
program employing modern scientific techniques. This program is
supported on a continuing basis by funds from participating
member states of the Association and it receives the full cooperation
and support of the Federal Highway Administration, United States NOTICE
Department of Transportation.
The project that is the subject of this report was a part of the National Cooperative
The Transportation Research Board of the National Academies
Highway Research Program conducted by the Transportation Research Board with the
was requested by the Association to administer the research
approval of the Governing Board of the National Research Council. Such approval
program because of the Board's recognized objectivity and reflects the Governing Board's judgment that the program concerned is of national
understanding of modern research practices. The Board is uniquely importance and appropriate with respect to both the purposes and resources of the
suited for this purpose as it maintains an extensive committee National Research Council.
structure from which authorities on any highway transportation
The members of the technical committee selected to monitor this project and to review
subject may be drawn; it possesses avenues of communications and
this report were chosen for recognized scholarly competence and with due
cooperation with federal, state and local governmental agencies, consideration for the balance of disciplines appropriate to the project. The opinions and
universities, and industry; its relationship to the National Research conclusions expressed or implied are those of the research agency that performed the
Council is an insurance of objectivity; it maintains a full-time research, and, while they have been accepted as appropriate by the technical committee,
research correlation staff of specialists in highway transportation they are not necessarily those of the Transportation Research Board, the National
matters to bring the findings of research directly to those who are in Research Council, the American Association of State Highway and Transportation
a position to use them. Officials, or the Federal Highway Administration, U.S. Department of Transportation.
The program is developed on the basis of research needs Each report is reviewed and accepted for publication by the technical committee
identified by chief administrators of the highway and transportation according to procedures established and monitored by the Transportation Research
departments and by committees of AASHTO. Each year, specific Board Executive Committee and the Governing Board of the National Research
areas of research needs to be included in the program are proposed Council.
to the National Research Council and the Board by the American
Association of State Highway and Transportation Officials.
Research projects to fulfill these needs are defined by the Board, and
qualified research agencies are selected from those that have
submitted proposals. Administration and surveillance of research
contracts are the responsibilities of the National Research Council
and the Transportation Research Board. Published reports of the
The needs for highway research are many, and the National
NATIONAL COOPERATIVE HIGHWAY RESEARCH PROGRAM
Cooperative Highway Research Program can make significant
contributions to the solution of highway transportation problems of are available from:
mutual concern to many responsible groups. The program,
however, is intended to complement rather than to substitute for or Transportation Research Board
duplicate other highway research programs. Business Office
500 Fifth Street, NW
Washington, DC 20001
and can be ordered through the Internet at:
Note: The Transportation Research Board of the National Academies, the
National Research Council, the Federal Highway Administration, the American
Association of State Highway and Transportation Officials, and the individual
http://www.national-academies.org/trb/bookstore
states participating in the National Cooperative Highway Research Program do
not endorse products or manufacturers. Trade or manufacturers' names appear
herein solely because they are considered essential to the object of this report. Printed in the United States of America
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The National Academy of Sciences is a private, nonprofit, self-perpetuating society of distinguished schol-
ars engaged in scientific and engineering research, dedicated to the furtherance of science and technology
and to their use for the general welfare. On the authority of the charter granted to it by the Congress in
1863, the Academy has a mandate that requires it to advise the federal government on scientific and techni-
cal matters. Dr. Bruce M. Alberts is president of the National Academy of Sciences.
The National Academy of Engineering was established in 1964, under the charter of the National Acad-
emy of Sciences, as a parallel organization of outstanding engineers. It is autonomous in its administration
and in the selection of its members, sharing with the National Academy of Sciences the responsibility for
advising the federal government. The National Academy of Engineering also sponsors engineering programs
aimed at meeting national needs, encourages education and research, and recognizes the superior achieve-
ments of engineers. Dr. William A. Wulf is president of the National Academy of Engineering.
The Institute of Medicine was established in 1970 by the National Academy of Sciences to secure the
services of eminent members of appropriate professions in the examination of policy matters pertaining to
the health of the public. The Institute acts under the responsibility given to the National Academy of
Sciences by its congressional charter to be an adviser to the federal government and, on its own initiative,
to identify issues of medical care, research, and education. Dr. Harvey V. Fineberg is president of the
Institute of Medicine.
The National Research Council was organized by the National Academy of Sciences in 1916 to associate
the broad community of science and technology with the Academy's purposes of furthering knowledge and
advising the federal government. Functioning in accordance with general policies determined by the Acad-
emy, the Council has become the principal operating agency of both the National Academy of Sciences and
the National Academy of Engineering in providing services to the government, the public, and the scientific
and engineering communities. The Council is administered jointly by both the Academies and the Institute
of Medicine. Dr. Bruce M. Alberts and Dr. William A. Wulf are chair and vice chair, respectively, of the
National Research Council.
The Transportation Research Board is a division of the National Research Council, which serves the
National Academy of Sciences and the National Academy of Engineering. The Board's mission is to promote
innovation and progress in transportation through research. In an objective and interdisciplinary setting, the
Board facilitates the sharing of information on transportation practice and policy by researchers and
practitioners; stimulates research and offers research management services that promote technical
excellence; provides expert advice on transportation policy and programs; and disseminates research
results broadly and encourages their implementation. The Board's varied activities annually engage more
than 4,000 engineers, scientists, and other transportation researchers and practitioners from the public and
private sectors and academia, all of whom contribute their expertise in the public interest. The program is
supported by state transportation departments, federal agencies including the component administrations of
the U.S. Department of Transportation, and other organizations and individuals interested in the
development of transportation. www.TRB.org
www.national-academies.org
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COOPERATIVE RESEARCH PROGRAMS STAFF FOR NCHRP REPORT 509
ROBERT J. REILLY, Director, Cooperative Research Programs
CRAWFORD F. JENCKS, Manager, National Cooperative Highway Research Program
AMIR N. HANNA, Senior Program Officer
EILEEN P. DELANEY, Managing Editor
BETH HATCH, Assistant Editor
ELLEN M. CHAFEE, Assistant Editor
NCHRP PROJECT 1-39 PANEL
Field of Design--Area of Pavements
DANNY A. DAWOOD, Pennsylvania DOT (Chair)
KENNETH W. FULTS, Texas DOT
CHARLES K. CEROCKE, Nevada DOT
HARSHAD DESAI, Florida DOT
RALPH A. GILLMANN, FHWA
JERRY LEGG, West Virginia DOT
TED SCOTT, Roadway Express, Inc., Alexandria, VA
ANDREW WILLIAMS, JR., Ohio DOT
LARRY WISER, FHWA Liaison Representative
STEPHEN F. MAHER, TRB Liaison Representative
A. ROBERT RAAB, TRB Liaison Representative
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This report identifies the key issues that must be considered by state and other high-
FOREWORD way operating agencies in selecting traffic equipment for collecting the truck volumes
By Amir N. Hanna and load spectra needed for analysis and design of pavement structures. The report also
Staff Officer identifies steps that must be taken to ensure that the equipment performs appropriately
Transportation Research and that, as a consequence, the data collected accurately describe the vehicles being
Board monitored. The report is a useful resource for state personnel and others involved in the
planning and design of highway pavements and structures.
Traffic information is one of the key data elements required for the design and
analysis of pavement structures. In the procedure used in the 1993 AASHTO Guide for
Design of Pavement Structures, a mixed traffic stream of different axle loads and axle
configurations is converted into a design traffic number by converting each expected
axle load into an equivalent number of 18-kip, single-axle loads, known as equivalent
single-axle loads (ESALs). Equivalency factors are used to determine the number of
ESALs for each axle load and axle configuration. These factors are based on the pres-
ent serviceability index (PSI) concept and depend on the pavement type and structure.
Studies have shown that these factors also are influenced by pavement condition, dis-
tress type, failure mode, and other parameters.
A more direct and rational approach to the analysis and design of pavement struc-
tures involves procedures that use mechanistic-empirical principles to estimate the
effects of actual traffic on pavement response and distress. This approach has been used
to develop a guide for the mechanistic-empirical design of new and rehabilitated pave-
ment structures as part of NCHRP Project 1-37A. The mechanistic-based distress pre-
diction models used in this guide will require specific data for each axle type and axle
load group. Recognizing the constraints on resources available in state and local high-
way agencies for traffic data collection, the guide will allow for various levels of traf-
fic data collection and analysis.
Because the anticipated guide will use traffic data inputs that differ from those cur-
rently used in pavement design and analysis, there was an apparent need for research
to provide clear information on traffic data and forecasting and to provide guidance on
selection and operation of the equipment needed for collecting these data. This infor-
mation will facilitate use of the anticipated guide. NCHRP Project 1-39 was conducted
to address this need.
Under NCHRP Project 1-39, "Traffic Data Collection, Analysis, and Forecasting
for Mechanistic Pavement Design," Cambridge Systematics, Inc., was assigned the
objectives of (1) developing guidelines for collecting and forecasting traffic data to
formulate load spectra for use in procedures proposed in the guide for mechanistic-
empirical design and (2) providing guidance on selecting, installing, and operating traf-
fic data collection equipment and handling traffic data. This report is concerned with
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the latter objective; the first objective will be addressed in detail in the agency's final
report on the project.
To accomplish the latter objective, the researchers identified the steps required to
select the equipment necessary for collecting traffic load data. In these steps, the
researchers identified the types of equipment available for collecting classification
counts and for weighing vehicles in motion and provided detailed descriptions of var-
ious technologies. As part of these descriptions, the researchers reviewed the strengths
and weaknesses of each technology. Finally, the researchers provided guidance on
selection of equipment by considering (1) data collection needs of users, (2) data han-
dling requirements and capabilities, and (3) characteristics of available technologies.
To facilitate implementation and use of equipment, the researchers also provided infor-
mation on best practices for equipment use.
The information contained in this report should be of interest to those involved in
the planning and design of highway pavements and structures. It will be particularly
useful to agencies contemplating collection of traffic data for use in conjunction with
the guide for the mechanistic-empirical design of new and rehabilitated pavement
structures.
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CONTENTS 1 SUMMARY
16 CHAPTER 1 Introduction
17 CHAPTER 2 Types of Equipment
2.1 Vehicle Classification, 17
2.2 WIM Data, 18
21 CHAPTER 3 Technology Descriptions
3.1 Vehicle Classification, 21
3.2 WIM, 33
41 CHAPTER 4 A Process for Selecting Equipment
4.1 Data Collection Needs, 41
4.2 Data Handling and Other Agency Considerations, 43
4.3 Understanding Equipment Characteristics, 43
46 CHAPTER 5 Best Practices for Equipment Use
5.1 Identify User Requirements, 46
5.2 Determine Site Location and System Requirements, 47
5.3 Determine Design Life and Accuracy Requirements, 48
5.4 Budget Necessary Resources, 49
5.5 Develop, Use, and Maintain a Quality Assurance Program, 50
5.6 Purchase Equipment with a Warranty, 52
5.7 Manage Equipment Installation, 53
5.8 Calibrate and Maintain Calibration of Equipment, 53
5.9 Conduct Preventive and Corrective Maintenance, 57