CCPortal
DOI10.1016/j.jclepro.2019.03.037
A review of modelling and optimisation methods applied to railways energy consumption
Martinez Fernandez, Pablo1; Villalba Sanchis, Ignacio1; Yepes, Victor2; Insa Franco, Ricardo1
发表日期2019
ISSN0959-6526
EISSN1879-1786
卷号222页码:153-162
英文摘要

Railways are a rather efficient transport mean, and yet there is increasing interest in reducing their energy consumption and making them more sustainable in the current context of climate change. Many studies try to model, analyse and optimise the energy consumed by railways, and there is a wide diversity of methods, techniques and approaches regarding how to formulate and solve this problem. This paper aims to provide insight into this topic by reviewing up to 52 papers related to railways energy consumption. Two main areas are analysed: modelling techniques used to simulate train(s) movement and energy consumption, and optimisation methods used to achieve more efficient train circulations in railway networks. The most used methods in each case are briefly described and the main trends found are analysed. Furthermore, a statistical study has been carried out to recognise relationships between methods and optimisation variables. It was found that deterministic models based on the Davis equation are by far (85% of the papers reviewed) the most common in terms of modelling. As for optimisation, meta-heuristic methods are the preferred choice (57.8%), particularly Genetic Algorithms. (C) 2019 Elsevier Ltd. All rights reserved.


WOS研究方向Science & Technology - Other Topics ; Engineering ; Environmental Sciences & Ecology
来源期刊JOURNAL OF CLEANER PRODUCTION
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/99069
作者单位1.Univ Politecn Valencia, Dept Transport Engn & Infrastruct, Camino Vera S-N, Valencia 46022, Spain;
2.Univ Politecn Valencia, Dept Construct Engn, Camino Vera S-N, Valencia 46022, Spain
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Martinez Fernandez, Pablo,Villalba Sanchis, Ignacio,Yepes, Victor,et al. A review of modelling and optimisation methods applied to railways energy consumption[J],2019,222:153-162.
APA Martinez Fernandez, Pablo,Villalba Sanchis, Ignacio,Yepes, Victor,&Insa Franco, Ricardo.(2019).A review of modelling and optimisation methods applied to railways energy consumption.JOURNAL OF CLEANER PRODUCTION,222,153-162.
MLA Martinez Fernandez, Pablo,et al."A review of modelling and optimisation methods applied to railways energy consumption".JOURNAL OF CLEANER PRODUCTION 222(2019):153-162.
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