Development of a Concept of Operations for an autonomous tram system

J. Laarni, Antti Väätänen
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引用次数: 0

Abstract

Public transportation is becoming smart and autonomous. Also trams and their operation environments are becoming autonomous, and it has been envisioned that in the near future trams could drive among other traffic in all conditions and circumstances. On the other hand, there are several challenges in the development of autonomous tram systems, since trams are operating in urban environments where high demands are set for sensors and sensor networks aiming at reliable detection of pedestrians and other vehicles. We are developing ‘The SmartRail ecosystem’ setting, which promotes transition from traditional engineering and manufacturing towards more advanced service and business ecosystem enabling a smart autonomous tram and integrated digital services for its whole life-cycle. The paper will present the development of a Concept of Operations (ConOps) for autonomous smart trams to demonstrate how they can be applied and utilized in public transportation in the future. The proposed ConOps can be considered as a boundary object in the design, validation or procurement of autonomous trams. We also propose that the ConOps should be maintained throughout the system life-cycle as an overview description and definition of overall goals and policies.A ConOps is a high-level description of how the elements of a system and entities in its environment interact in order to achieve their stated goals. The ConOps for an autonomous tram system will include, among others, the following information: overall goals and constraints of the SmartRail system, overall environmental characteristics, other stakeholders, main system elements and functions, operational states and scenarios, high-level performance requirements, system advantages and disadvantages, and human-autonomy teaming concept. Four different operational states will be considered: 1) starting a morning shift at the tram garage; 2) approaching a pedestrian crossing; 3) approaching and passing a tram stop; and 4) crossing other vehicles. The effect of seasonal conditions and weather events are also considered. A ConOps diagram has been drawn to illustrate how different stakeholders and the operating environment interact, and what kind of information is shared between different stakeholders.A special attention will be paid on the development of human-autonomy teaming concept for smart autonomous tram systems. A typical autonomous framework is based on a cross-tabulation of a scale of level of automation with stages of human information processing for a set of operational situations. We propose flexible automation solution in which the control function can be flexibly allocated to the automation or to the human operator at different phases of a tram route.Various knowledge elicitation techniques were used to gather relevant information for the ConOps: The development of the ConOps is based on a literature review, semi-structured interviews of tram drivers and trainers, and group interviews of experts working on research and development of autonomous road vehicles.
自主有轨电车系统操作概念的发展
公共交通正在变得智能化和自主化。此外,有轨电车及其运行环境正在变得自动化,在不久的将来,有轨电车可以在任何条件和情况下与其他交通工具一起行驶。另一方面,自动有轨电车系统的发展也面临着一些挑战,因为有轨电车在城市环境中运行,对传感器和传感器网络的要求很高,目的是可靠地检测行人和其他车辆。我们正在开发“SmartRail生态系统”设置,以促进从传统的工程和制造向更先进的服务和商业生态系统的过渡,从而实现智能自动有轨电车和整个生命周期的集成数字服务。本文将介绍自主智能有轨电车的运营概念(ConOps)的发展,以展示它们如何在未来的公共交通中应用和利用。在自动电车的设计、验证或采购过程中,建议的ConOps可被视为边界对象。我们还建议在整个系统生命周期中维护ConOps,作为总体目标和策略的概述描述和定义。ConOps是对系统元素及其环境中的实体如何相互作用以实现其既定目标的高级描述。自动有轨电车系统的ConOps将包括以下信息:SmartRail系统的总体目标和约束条件、总体环境特征、其他利益相关者、主要系统元素和功能、运行状态和场景、高级性能要求、系统优缺点以及人类自主团队概念。将考虑四种不同的运行状态:1)在有轨电车车库开始早班;2)接近人行横道;3)接近和通过电车站;4)越过其他车辆。还考虑了季节条件和天气事件的影响。已经绘制了一个ConOps图来说明不同的利益相关者和操作环境如何相互作用,以及不同利益相关者之间共享什么样的信息。将特别关注智能自动有轨电车系统中人类自主团队概念的发展。典型的自治框架是基于一系列操作情况下人工信息处理阶段的自动化水平的交叉表。我们提出了灵活的自动化解决方案,在电车路线的不同阶段,控制功能可以灵活地分配给自动化或人工操作员。使用了各种知识启发技术来收集ConOps的相关信息:ConOps的开发基于文献综述,有轨电车司机和培训师的半结构化访谈,以及从事自动驾驶道路车辆研发的专家的小组访谈。
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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