Rural variable speed limits : phase II.
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2012-05-01
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Abstract:The Wyoming Department of Transportation (WYDOT) installed its first variable speed limit (VSL) corridor along ; Interstate 80 in the Elk Mountain Corridor in the Spring of 2009 in an effort to improve safety and reduce road closures, ; particularly during winter storm events. Since that time, four additional variable speed limit corridors have been ; implemented; three additional corridors along segments of Interstate 80 and one on WY 28, a rural two lane highway ; through the area of South Pass. There were three main objectives to this research effort: develop control strategy for the ; operation of VSL corridors, analyze the safety effects of the VSL system, and determine the impacts of the VSL on driver ; speed behavior. For the development of a control strategy, both weather and speed variables were considered. Initially a ; simple linear regression approach was considered but the complexity of the weather and speed behavior led to a regression ; tree based control strategy with a self-learning feedback loop using machine learning. For the safety task, descriptive ; baseline safety was analyzed for all five corridors. Since the Elk Mountain Corridor is the only VSL system in operation ; for more than two winter seasons, it was used for an Empirical Bayes (EB) before and after analysis, which indicated some ; statistically significant changes in crash frequency for just a few of the corridor segments. A weather-based safety analysis ; was performed on the four interstate VSL corridors and results from this analysis indicate a statistically significant ; reduction in crashes after the VSLs were implemented. Analyses of speed variables indicate a reduction in speed variation ; with the implementation of the VSL system. Modeling of the difference between observed and posted speeds show a ; reduction in speed compliance related to large reductions in posted speed limits.
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Main Document Checksum:urn:sha256:4c03852a20d90d6eb1780d928caa9727491634ab78a53c5bd0b88d38c796097e