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Development of pre-time intersection isolated signal using a fuzzy logic model

机译:利用模糊逻辑模型开发交叉口前信号

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We investigate the development of pre-time signal intersection operating systems for isolated intersections using Fuzzy Logic models. The traffic signal system setting in Indonesia has been using the Indonesia Road Capacity Manual model 1997, for example it is installed at the intersection in large cities in Indonesia. The development of the Fuzzy Logic model is focused on improving the performance of the signaled intersection, using a combination of numerical variable analysis used by IRCM 1997, and the linguistic or traffic behavior variable as the basis of the Fuzzy Logic model study. The combination of the two variables in the Fuzzy Logic model analysis is expected to improve the intersection performance. The Fuzzy Logic model process involves the Membership Function theory as the basis for the confidence level of the traffic variable to be surveyed, and the Fuzzy Inference Engine to measure the choice of combinations of variables that will be selected to make the best performance of the intersection. The geometric of intersection must be control as it involves the input of research data, especially on the condition of the intersection legs and markers of motor cycle-special stopping places, which is a potential of a traffic violation by traveller. The model is verified with fuzzified data from 2017 traffic research survey in Bandung. As an illustration of the majority of intersection setting with an isolated pre-time operating system, there are 60 intersection points or 85% of the total 71 intersections available. This would be a potentially major problem when performance improvements is not carried out. The final analysis shows that the number of vehicles queues decreases while the traffic flows passing through the intersection increases, therefore fuzzy logic model is expected to contribute and to give alternative handling for intersection performance with pre-time operational.
机译:我们研究使用模糊逻辑模型的隔离路口的信号前交叉路口操作系统的开发。印度尼西亚的交通信号系统设置一直使用“印度尼西亚道路通行能力手册”模型1997,例如,它安装在印度尼西亚大城市的十字路口。模糊逻辑模型的开发集中在提高信号交叉口的性能上,结合IRCM 1997使用的数值变量分析和语言或交通行为变量作为模糊逻辑模型研究的基础。在模糊逻辑模型分析中,两个变量的组合有望改善路口性能。模糊逻辑模型过程包括隶属度函数理论作为要测量的交通变量的置信度的基础,模糊推理引擎则用于测量变量组合的选择,这些变量组合的选择将使路口表现最佳。 。交叉路口的几何形状必须受到控制,因为它涉及研究数据的输入,尤其是在交叉路口支腿和摩托车专用停车位标记的条件下,这可能会导致旅行者违反交通规则。该模型已使用来自万隆2017年交通研究调查的模糊数据验证。为了说明使用隔离的预时操作系统的大多数路口设置,共有60个路口点,占71个路口总数的85%。如果不进行性能改进,这将是潜在的主要问题。最终分析表明,随着通过交叉路口的交通流量的增加,车辆排队的数量减少了,因此,模糊逻辑模型有望发挥作用,并为交叉路口的性能和前期操作提供替代处理。

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