Calibrating and Validating VISSIM Microscopic Simulation Software for the Context of Sri Lanka

N. Jayasooriya, S. Bandara
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引用次数: 6

Abstract

At present, majority of traffic management initiatives are mostly based on trial and error procedures, where no proper traffic theory or simulations are involved. When considering the context of Sri Lanka, the use of traffic simulation software has been the newest addition for the traffic engineering field. However, the outputs obtained from VISSIM traffic simulation software can become unrealistic, if no proper calibration is conducted for the local context. Therefore, the aim of the research is to develop a calibration procedure and identify representative values for parameters required for VISSIM micro simulation software to suit the local Condition. Based on the findings of the literature review, 9 key parameters were identified for calibration purposes of VISSIM, which are further reduced to 5 key parameters based on the sensitivity using statistical tools. These 5 parameters were further simulated in order to identify optimum input values, resulting in minimum percentage error for the difference between observed and simulated queue lengths. The calibrated parameters were successfully validated using 23 signalized intersections in Colombo and Gampaha Districts and these parameter values can be used in future traffic and transportation micro simulation studies.
斯里兰卡地区VISSIM显微模拟软件的标定与验证
目前,大多数交通管理措施主要是基于试错程序,没有涉及适当的交通理论或模拟。考虑到斯里兰卡的情况,交通模拟软件的使用是交通工程领域的最新增加。然而,如果没有针对当地环境进行适当的校准,从VISSIM交通模拟软件获得的输出可能会变得不切实际。因此,研究的目的是制定一个校准程序,并确定VISSIM微仿真软件所需参数的代表性值,以适应当地条件。根据文献综述的结果,确定了VISSIM校准的9个关键参数,并利用统计工具根据灵敏度进一步减少到5个关键参数。为了确定最优的输入值,我们进一步模拟了这5个参数,使观察到的队列长度和模拟的队列长度之间的差异产生最小的百分比误差。校正后的参数在科伦坡和甘帕哈地区的23个信号交叉口成功验证,这些参数值可用于未来的交通和运输微观模拟研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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