NDLI: Novel estimation method of community AADT and VMT via circuit network models and simulation

Content Provider	IEEE Xplore Digital Library
Author	Sheng-Guo Wang Libin Bai Xun Bao Yue Liu Guangyi Cao
Copyright Year	2011
Description	Author affiliation: Dept. of Engineering Technology (ET) & Dept. of Software and Information Systems (SIS), University of North Carolina at Charlotte (UNCC), 28223-0001, USA (Sheng-Guo Wang) \|\| Dept. of SIS, UNCC, USA (Libin Bai) \|\| University of Science and Technology of China, Anhui, China (Xun Bao) \|\| Dept. of ECE, UNCC, USA (Yue Liu; Guangyi Cao)
Abstract	Annual Average Daily Traffic (AADT) and Vehicle Miles Traveled (VMT) of traffic network are very important data for the plan and decision making. How to estimate AADT and VMT on local area roads is a long-time existing problem due to lack of traffic monitor counts. This paper presents a novel approach to the community area AADT and VMT estimation by developing circuit network model and simulation to solve this difficult problem for community local traffic network roads. The circuit network model is developed based on the community traffic network, and has three sub-models combined by the least squares method (LSM). These sub-models respectively represent even, local and separate distributions of the entrance traffic flows among households in a community. The method is well validated by sampled measurement data and circuit network simulation results. In addition, it is discovered that the total entrance traffic amount is strongly related to the total number of households in communities. Thus, it makes the new method feasible to estimate the AADT and VMT on community local area roads even without any measurement in future. The proposed method not only can provide accurate estimate, but also can dramatically reduce the labor load and cost of traffic counts.
Starting Page	5305
Ending Page	5310
File Size	573397
Page Count	6
File Format	PDF
ISBN	9781612848006
ISSN	07431546
e-ISBN	9781612848013
e-ISBN	9781612847993
DOI	10.1109/CDC.2011.6160551
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-12-12
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Roads Communities Integrated circuit modeling Estimation Predictive models Monitoring Accuracy
Content Type	Text
Resource Type	Article
Subject	Control and Optimization Control and Systems Engineering Modeling and Simulation

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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