排队
交叉口(航空)
计算机科学
流量(计算机网络)
同步器
排队论
地铁列车时刻表
实时计算
理论(学习稳定性)
模拟
运输工程
工程类
计算机网络
操作系统
电气工程
机器学习
作者
Carlos Rovetto,Edmanuel Cruz,Ivonne Núñez,Keyla Santana,Andrzej Smolarz,José Carlos Rangel,Elia Cano
摘要
The paper presents a proposed queuing model based on Kendall’s notation for the intersection of two streets in Panama City (53 East and 56 East). The proposed model is based on a set of traffic lights that controls the flow of vehicles at the intersection according to a predetermined schedule. The model analyzes the stability of the system and simulations are performed to evaluate its performance. The main objective of the paper is to optimize the vehicle flow by minimizing the waiting time for passage. In the study, it was observed that the current traffic light system on Calle 50 (50th Street) is unstable and oversaturated during weekdays, which generates large vehicle queues with no estimated exit times. It was proposed to increase the system capacity to 1300 vehicles per hour to achieve reasonable stability and provide a solution to improve traffic signal timing on 50th Street. The need to increase the system capacity has been demonstrated and an optimal value has been suggested. The evaluation of other models and the use of AI can further strengthen the system and improve the prediction accuracy in different traffic scenarios.
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