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First published online January 1, 2008

Development of New Performance Measure for Winter Maintenance by Using Vehicle Speed Data

Abstract

The study investigated vehicle speed changes during winter weather events. A total of 954 winter maintenance logs in 24 counties over three winter seasons were analyzed. Several variables of interest were developed, such as storm duration, maintenance operation hour, crew delayed, maximum speed reduction, and the storm start and end times. Also, t1, which represents the start of vehicle speed reduction, and t3, the time at which vehicle speeds recover to normal winter driving speeds, were measured from automatic traffic recorder data. The study confirms that vehicle speed seems to be a good measure of representing driving conditions during winter weather events and winter maintenance performance alike. Speed recovery duration was found to be a dependent variable, defined as a possible evaluation of winter maintenance operations using vehicle speed data.

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References

1. Lee C., and Ran B. Pilot Study of Speed-Recovery Duration as a Measure of Winter Maintenance Performance. In Transportation Research Record: Journal of the Transportation Research Board, No. 1877, Transportation Research Board of the National Academies, Washington, D.C., 2004, pp. 137–143.
2. Passable Roadways, During a Winter Storm Event. Wisconsin Department of Transportation, Madison. www.dot.wisconsin.gov/travel/road/passableroadways.htm. Accessed July 26, 2006.
3. Loh W.-Y. Regression Trees with Unbiased Variable Selection and Interaction Detection. Statistica Sinica Taiwan, Vol. 12, 2002, pp. 361–386.

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Article first published online: January 1, 2008
Issue published: January 2008

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© 2008 National Academy of Sciences.
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Authors

Affiliations

Chanyoung Lee
Center of Urban Transportation Research, University of South Florida, 4202 East Fowler Avenue, CUT100, Tampa, FL 33620-5375.
Wei-Yin Loh
Department of Statistics, Medical Science Center, Room 1165, 1300 University Avenue, 1415 Engineering Drive, Madison, WI 53706.
Xiao Qin
Traffic Operations and Safety Laboratory, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, WI 53706.
Mike Sproul
Bureau of Highway Operations, Wisconsin Department of Transportation, Hill Farms State Transportation Building, 4802 Sheboygan Avenue, P.O. Box 7910, Madison, WI 53707-7910.

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