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Multi-modelling for Decarbonisation in Urban Rail Systems

机译:城市铁路系统脱碳的多型造型

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摘要

Abstract This paper demonstrates a methodology for flexible, dynamic systems modelling relevant to urban rail decarbonisation. Decarbonisation of urban rail is a vital component of policy and strategy to minimize anthropogenic emissions. Decarbonisation is a systems problem, however, that needs to reflect the interaction between components and processes. Dynamic computer modelling of systems for decarbonisation involves interfacing multiple models together and running them in parallel in order to observe and predict systems-level effects. This is challenging due to the diverse nature of models, achieving parallel model integration and concerns around intellectual property (IP). One solution is the multi-modelling paradigm, which supports integrated, diverse, secure interfacing of models. This paper demonstrates the application of the multi-modelling approach, using the INTO-CPS tool chain. A multi-model was developed comprising key components required for urban rail decarbonisation problems. This multi-model was tested for power consumption in four different scenarios with an example drawn from the Tyne and Wear Metro in Newcastle-upon-Tyne in the United Kingdom. These scenarios compared combinations of decarbonisation intervention (baseline rolling stock versus lightweight, regenerative braking rolling stock and baseline driving style versus energy-efficient defensive driving style), generating different power consumption profiles for each. As such, this serves as a proof of the application of the multi-modelling approach and demonstrates a number of benefits for flexible and rapid systems modelling. This paper fills a knowledge gap by demonstrating a potentially valuable tool for future systems-level decarbonisation challenges in urban rail.
机译:摘要本文展示了与城市轨道脱碳相关的灵活,动态系统建模的方法。城市铁路的脱碳是政策和战略的重要组成部分,以尽量减少人为排放。然而,脱碳是一种系统问题,需要反映组件和过程之间的相互作用。脱碳系统的动态计算机建模包括将多个模型连接在一起并并行运行,以观察和预测系统级效应。这是由于模型的不同性质,实现了并行模型集成和涉及知识产权(IP)的疑虑。一个解决方案是多模型范式,支持模型的集成,多样化,安全的接口。本文展示了使用进入CPS工具链的多建模方法的应用。开发了一种多模型,包括城市轨道脱碳问题所需的关键部件。这种多模型测试了四种不同情景中的功耗,其中包括从泰恩河畔泰恩河畔泰恩河和纽卡斯尔底泰恩穿戴地铁的示例。这些情景比较了脱碳干预的组合(基线滚动股与轻质,再生制动滚动储量和基线驱动风格与节能防御性驱动风格),为每个产生不同的功耗配置文件。因此,这是应用多建模方法的应用证明,并展示了灵活和快速系统建模的许多益处。本文通过展示城市铁路中未来的系统级脱碳挑战潜在的有价值的工具来填补知识差距。

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