Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey
Heterogeneous traffic conditions are characterized by a mix of vehicles with varying static and dynamic characteristics. Modelling of such traffic conditions is a challenging task due to various factors including, involvement of smaller vehicles and their unpredictable longitudinal and lateral drivi...
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| Format: | Article |
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Aracne Editrice
2023
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| _version_ | 1796867755726602240 |
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| author | Azam, M. Hassan, S. A. Puan, O. C. |
| author_facet | Azam, M. Hassan, S. A. Puan, O. C. |
| author_sort | Azam, M. |
| collection | ePrints |
| description | Heterogeneous traffic conditions are characterized by a mix of vehicles with varying static and dynamic characteristics. Modelling of such traffic conditions is a challenging task due to various factors including, involvement of smaller vehicles and their unpredictable longitudinal and lateral driving behaviour, position of vehicle irrespective of lane, and seepage of two-wheelers at a junction. However, modification of certain parameters in simulation packages helps to reflect such complex driving behaviour. This modification of parameter values to match the simulated and actual field conditions is known as calibration. In literature, several calibration methodologies have been adopted to simulate different traffic conditions. This paper reviews the studies discussing VISSIM-based calibration methodologies for heterogeneous traffic conditions. Various geometric conditions, data types required for a simulation study, data collection techniques and employed calibration procedures from the previous studies are explored in this paper. Significant efforts with prior focus on calibration of heterogeneous traffic are pointed out. Moreover, several approaches to identify and optimize the calibration parameters for VISSIM microsimulation package are also discussed. Text analysis of the studies conducted by VOSviewer 1.6.18 showed that sensitivity analysis and genetic algorithm are the most frequently adopted methods for the selection and optimization of calibration parameters respectively. Despite, considerable efforts have been made to reflect the characteristics of heterogeneous traffic conditions, there is still significant gap to simulate certain characteristics of non-lane based heterogeneous traffic conditions. There is a need of researches involving various site and traffic characteristics pertaining to traffic in developing countries which will help to identify the optimal driving behaviour parameter sets for any desired traffic and site conditions in developing countries. |
| first_indexed | 2024-04-09T03:45:38Z |
| format | Article |
| id | utm.eprints-104934 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-04-09T03:45:38Z |
| publishDate | 2023 |
| publisher | Aracne Editrice |
| record_format | dspace |
| spelling | utm.eprints-1049342024-04-01T06:11:17Z http://eprints.utm.my/104934/ Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey Azam, M. Hassan, S. A. Puan, O. C. TA Engineering (General). Civil engineering (General) Heterogeneous traffic conditions are characterized by a mix of vehicles with varying static and dynamic characteristics. Modelling of such traffic conditions is a challenging task due to various factors including, involvement of smaller vehicles and their unpredictable longitudinal and lateral driving behaviour, position of vehicle irrespective of lane, and seepage of two-wheelers at a junction. However, modification of certain parameters in simulation packages helps to reflect such complex driving behaviour. This modification of parameter values to match the simulated and actual field conditions is known as calibration. In literature, several calibration methodologies have been adopted to simulate different traffic conditions. This paper reviews the studies discussing VISSIM-based calibration methodologies for heterogeneous traffic conditions. Various geometric conditions, data types required for a simulation study, data collection techniques and employed calibration procedures from the previous studies are explored in this paper. Significant efforts with prior focus on calibration of heterogeneous traffic are pointed out. Moreover, several approaches to identify and optimize the calibration parameters for VISSIM microsimulation package are also discussed. Text analysis of the studies conducted by VOSviewer 1.6.18 showed that sensitivity analysis and genetic algorithm are the most frequently adopted methods for the selection and optimization of calibration parameters respectively. Despite, considerable efforts have been made to reflect the characteristics of heterogeneous traffic conditions, there is still significant gap to simulate certain characteristics of non-lane based heterogeneous traffic conditions. There is a need of researches involving various site and traffic characteristics pertaining to traffic in developing countries which will help to identify the optimal driving behaviour parameter sets for any desired traffic and site conditions in developing countries. Aracne Editrice 2023 Article PeerReviewed Azam, M. and Hassan, S. A. and Puan, O. C. (2023) Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey. Advances in Transportation Studies, 59 (NA). pp. 123-146. ISSN 1824-5463 https://www.atsinternationaljournal.com/index.php/2023-issues/lix-april-2023/1386-calibration-methodologies-of-vissim-based-microsimulation-model-for-heterogeneous-traffic-conditions-a-survey NA |
| spellingShingle | TA Engineering (General). Civil engineering (General) Azam, M. Hassan, S. A. Puan, O. C. Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey |
| title | Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey |
| title_full | Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey |
| title_fullStr | Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey |
| title_full_unstemmed | Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey |
| title_short | Calibration methodologies of vissim-based microsimulation model for heterogeneous traffic conditions - A survey |
| title_sort | calibration methodologies of vissim based microsimulation model for heterogeneous traffic conditions a survey |
| topic | TA Engineering (General). Civil engineering (General) |
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