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Methods for integrating control algorithmsudof light signal systems for variousudsimulation environments with specialudconsideration of public transport

机译:集成控制算法的方法 ud各种 ud的光信号系统具有特殊 ud的模拟环境考虑公共交通

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摘要

Simulation is a crucial part of today’s research and development due to its high efficiency.udIt is mostly effiective in environments where otherwise high costs or even lives were to beudput on stake for testing new approaches. This is both the matter of fact when facing theuddomain of traffic control. If a traffic light system is malfunctioning the result can varyudfrom a traffic jam, which would create an economic loss on a regional level. This mightudincrease over time if this malfunction is persistent and even lead to accidents that costudlives. For example when all lights at an intersection show green the same time. To avoidudall that it is very important to test everything that goes live on real hardware beforehandudand ensure its reliability and fail-safety. Furthermore, the more complex the mechanics toudcontrol traffic lights and thus traffic flow in general become too. The existing hardware,udespecially the controllers, should be integrated into this testing pipeline to estimate the effectsudof hardware lifespan on the deployed algorithms and to proof that it can actually runudthe algorithms. This thesis provides a prototype and a design for implementing a scalableudand flexible architecture for traffic light signal systems in the DLR’s simulation frameworkudDOS, a possibility to import traffic light programs created with the simulation frameworkudSUMO and examining how hardware testing could be a future feature of DLR’s test environment.udFurthermore it’s discussing how the presented architecture is not only livingudup to the promise of scalability and flexibility, but also how control schemes with publicudtransportation consideration can be straight forward deployed on it. Lastly, it presents audpreparation for a future feature of the simulation environment, the live-stream of traffcudlight data from the city of Braunschweig to its virtual counterpart.
机译:由于其高效性,仿真是当今研发的关键部分。 ud在测试新方法时否则将付出高昂的成本甚至生命的环境中,仿真通常是有效的。面对流量控制的 uddomain时,这都是事实。如果交通信号灯系统出现故障,则结果可能会与交通拥堵有所不同,这会在区域一级造成经济损失。如果此故障持续存在,则可能会随着时间的流逝而增加,甚至导致事故加重生命。例如,当交叉路口的所有灯都同时显示绿色时。为了避免 udall,事先测试在真实硬件上运行的所有内容并确保其可靠性和故障安全性非常重要。此外,控制交通信号灯的机械师越复杂,因此交通流量通常也会变得越来越大。应该将现有硬件(尤其是控制器)集成到此测试管道中,以估计硬件寿命对已部署算法的影响,并证明其可以实际运行。本文为在DLR的仿真框架 udDOS中为交通信号灯系统实现可扩展的 udand灵活的体系结构提供了原型和设计,可以导入使用仿真框架 udSUMO创建的交通灯程序并检查如何进行硬件测试。 DDL测试环境的未来功能。 ud此外,它还讨论了所提出的体系结构不仅如何实现可扩展性和灵活性的承诺,而且还可以如何在其上直接部署考虑了公共 udtransportation的控制方案。最后,它为模拟环境的未来功能(从不伦瑞克市到其虚拟对口的实时交通量/ udlight数据的实时流)提供了准备。

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    Behnecke Danny René;

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