Energy-efficient operation of medium-speed maglev through integrated traction and train control

IF 2.3 4区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Qingying Lai, Jun Liu, Yihui Wang, Hongze Xu, Shudong Guo, Miaoyu Ju
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Abstract

In contrast to the wheel-track trains, where the motor characteristics are considered a constant value, the motor characteristics of the medium-speed maglev (MSM) trains are the dependent variable of the position. This article studies the integration of traction power control and train control for the MSM to minimize energy consumption. First, an innovative integrated energy-efficient optimization model for MSM train control is constructed, considering the characteristics of the linear motors. Then, a multi-level dynamic programming (DP) approach, which includes the train operation simulation with the linear motor, is developed to solve the optimization problem. Furthermore, a speed-up strategy for the DP approach is proposed by a pre-calculated target train speed band (TTSB). The results of numerical experiments show that the DP approach yields a more practical train speed profile. In contrast, the DP approach with the TTSB strategy can achieve a better trade-off between solution accuracy and computational efficiency.

Abstract Image

Abstract Image

通过综合牵引和列车控制实现中速磁悬浮的节能运行
与轮轨列车不同,轮轨列车的电机特性被认为是一个恒定值,而中速磁悬浮列车的电机特性是位置的因变量。本文研究了MSM牵引动力控制与列车控制的集成,以最大限度地降低能耗。首先,考虑直线电机的特点,建立了一种新型的MSM列车控制集成节能优化模型。在此基础上,提出了一种基于线性电机的列车运行仿真的多级动态规划方法来求解优化问题。在此基础上,提出了一种基于预计算目标列车速度带(TTSB)的加速策略。数值实验结果表明,该方法得到了更为实际的列车速度分布图。相比之下,采用TTSB策略的DP方法可以在求解精度和计算效率之间实现更好的权衡。
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来源期刊
IET Intelligent Transport Systems
IET Intelligent Transport Systems 工程技术-运输科技
CiteScore
6.50
自引率
7.40%
发文量
159
审稿时长
3 months
期刊介绍: IET Intelligent Transport Systems is an interdisciplinary journal devoted to research into the practical applications of ITS and infrastructures. The scope of the journal includes the following: Sustainable traffic solutions Deployments with enabling technologies Pervasive monitoring Applications; demonstrations and evaluation Economic and behavioural analyses of ITS services and scenario Data Integration and analytics Information collection and processing; image processing applications in ITS ITS aspects of electric vehicles Autonomous vehicles; connected vehicle systems; In-vehicle ITS, safety and vulnerable road user aspects Mobility as a service systems Traffic management and control Public transport systems technologies Fleet and public transport logistics Emergency and incident management Demand management and electronic payment systems Traffic related air pollution management Policy and institutional issues Interoperability, standards and architectures Funding scenarios Enforcement Human machine interaction Education, training and outreach Current Special Issue Call for papers: Intelligent Transportation Systems in Smart Cities for Sustainable Environment - https://digital-library.theiet.org/files/IET_ITS_CFP_ITSSCSE.pdf Sustainably Intelligent Mobility (SIM) - https://digital-library.theiet.org/files/IET_ITS_CFP_SIM.pdf Traffic Theory and Modelling in the Era of Artificial Intelligence and Big Data (in collaboration with World Congress for Transport Research, WCTR 2019) - https://digital-library.theiet.org/files/IET_ITS_CFP_WCTR.pdf
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