Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar

Operating speed is known by the maximum speed of the road users operate their vehicles along a travel path under favorable traffic and weather on the horizontal curve of a two-lane rural highway under free flow conditions, the 85th percentile distribution has been observed to be the most frequently...

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Main Author:	Tuan Besar, Tuan Badrol Hisham
Format:	Thesis
Language:	English
Published:	2019
Online Access:	https://ir.uitm.edu.my/id/eprint/83360/1/83360.pdf
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id	my-uitm-ir.83360
record_format	uketd_dc
spelling	my-uitm-ir.833602023-11-16T09:27:21Z Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar 2019 Tuan Besar, Tuan Badrol Hisham Operating speed is known by the maximum speed of the road users operate their vehicles along a travel path under favorable traffic and weather on the horizontal curve of a two-lane rural highway under free flow conditions, the 85th percentile distribution has been observed to be the most frequently used method to measure the operating speed associated with the geometric features. Meanwhile, the design speed includes logical consideration reflecting the topography, function of all class highway and operating speed. Locally, until the recent release of guideline by the authorities, the Public Work Department in 2015 has not embedded the Operating Speed Model in their document. With the existence of the model, it will enable the designer to anticipate the speed of vehicles travelling along a distance. The speed prediction is considered essential because it can produce an estimated speed in handling the vehicle. This will assist in reducing accident risks at curves, 85th percentile speed prediction model is needed for the Malaysian scenario to ensure the speed design relevancy. The study aims to establish an Operations Speed model based on local environment, targeting at the curve section. This will also take into consideration the geometric factor, traffic factor and road roughness. As for methodology, several tools were applied for data collection across Malaysia namely Laser Gun, Video VBOX, Ball Bank, Roughnometer and Automatic Traffic Classifier. The captured data can be grouped as geometric data, traffic data and comfort data. The Multiple Liner Regression was applied in constructing the Operating Speed Prediction Model. The study was conducted on 9 sites throughout Malaysia. Each site has different site parameter of geometric and traffic composition. Completion of this study has resulted in three significant models being developed namely VD85CS, V85CM and V85CE. To confirm the usefulness of the models in performing the prediction of the operating speed, the developed models were then further validated by performing t-test, RMSE, MAPE and MAE by comparing the developed models with empirical data, and also further compared with existing models from Transportation Association Canada, Federal Highway Association and Institution of Engineers Malaysia. The developed models were test for its sensitivity to identify the effect of changes on each individual variable for the developed models. The comparison shows that the developed models are more superior for local traffic environment. Therefore, the developed models in this study are proposed to be a starting basis of the 85th percentile speed model to be implemented in the Malaysian geometric road design guidelines. The guidelines are to be issued by the Public Work Department of Malaysia. 2019 Thesis https://ir.uitm.edu.my/id/eprint/83360/ https://ir.uitm.edu.my/id/eprint/83360/1/83360.pdf text en public phd doctoral Universiti Teknologi MARA (UiTM) Faculty of Civil Engineering
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
description	Operating speed is known by the maximum speed of the road users operate their vehicles along a travel path under favorable traffic and weather on the horizontal curve of a two-lane rural highway under free flow conditions, the 85th percentile distribution has been observed to be the most frequently used method to measure the operating speed associated with the geometric features. Meanwhile, the design speed includes logical consideration reflecting the topography, function of all class highway and operating speed. Locally, until the recent release of guideline by the authorities, the Public Work Department in 2015 has not embedded the Operating Speed Model in their document. With the existence of the model, it will enable the designer to anticipate the speed of vehicles travelling along a distance. The speed prediction is considered essential because it can produce an estimated speed in handling the vehicle. This will assist in reducing accident risks at curves, 85th percentile speed prediction model is needed for the Malaysian scenario to ensure the speed design relevancy. The study aims to establish an Operations Speed model based on local environment, targeting at the curve section. This will also take into consideration the geometric factor, traffic factor and road roughness. As for methodology, several tools were applied for data collection across Malaysia namely Laser Gun, Video VBOX, Ball Bank, Roughnometer and Automatic Traffic Classifier. The captured data can be grouped as geometric data, traffic data and comfort data. The Multiple Liner Regression was applied in constructing the Operating Speed Prediction Model. The study was conducted on 9 sites throughout Malaysia. Each site has different site parameter of geometric and traffic composition. Completion of this study has resulted in three significant models being developed namely VD85CS, V85CM and V85CE. To confirm the usefulness of the models in performing the prediction of the operating speed, the developed models were then further validated by performing t-test, RMSE, MAPE and MAE by comparing the developed models with empirical data, and also further compared with existing models from Transportation Association Canada, Federal Highway Association and Institution of Engineers Malaysia. The developed models were test for its sensitivity to identify the effect of changes on each individual variable for the developed models. The comparison shows that the developed models are more superior for local traffic environment. Therefore, the developed models in this study are proposed to be a starting basis of the 85th percentile speed model to be implemented in the Malaysian geometric road design guidelines. The guidelines are to be issued by the Public Work Department of Malaysia.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Tuan Besar, Tuan Badrol Hisham
spellingShingle	Tuan Besar, Tuan Badrol Hisham Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar
author_facet	Tuan Besar, Tuan Badrol Hisham
author_sort	Tuan Besar, Tuan Badrol Hisham
title	Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar
title_short	Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar
title_full	Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar
title_fullStr	Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar
title_full_unstemmed	Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar
title_sort	macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / tuan badrol hisham tuan besar
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Civil Engineering
publishDate	2019
url	https://ir.uitm.edu.my/id/eprint/83360/1/83360.pdf
_version_	1783736367700770816

Macroscopic and microscopic traffic parameter models for operating speed on horizontal highway curve / Tuan Badrol Hisham Tuan Besar

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