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Electrical vehicle grid integration for demand response in distribution networks using reinforcement learning 基于强化学习的配电网需求响应集成
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-06-11 DOI: 10.1049/els2.12030
Fayiz Alfaverh, Mouloud Denaï, Yichuang Sun

Most utilities across the world already have demand response (DR) programs in place to incentivise consumers to reduce or shift their electricity consumption from peak periods to off-peak hours usually in response to financial incentives. With the increasing electrification of vehicles, emerging technologies such as vehicle-to-grid (V2G) and vehicle-to-home (V2H) have the potential to offer a broad range of benefits and services to achieve more effective management of electricity demand. In this way, electric vehicles (EV) become distributed energy storage resources and can conceivably, in conjunction with other electricity storage solutions, contribute to DR and provide additional capacity to the grid when needed. Here, an effective DR approach for V2G and V2H energy management using Reinforcement Learning (RL) is proposed. Q-learning, an RL strategy based on a reward mechanism, is used to make optimal decisions to charge or delay the charging of the EV battery pack and/or dispatch the stored electricity back to the grid without compromising the driving needs. Simulations are presented to demonstrate how the proposed DR strategy can effectively manage the charging/discharging schedule of the EV battery and how V2H and V2G can contribute to smooth the household load profile, minimise electricity bills and maximise revenue.

©2021作者。由John Wiley&Sons Ltd代表工程与技术学会出版的IET《运输中的电气系统》。这是一篇根据知识共享署名许可条款的开放获取文章,https://creativecommons.org/licenses/by/4.0/
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引用次数: 5
Voltage distribution indices method to analyse the performance of various structures of stray current collectors in direct current transit lines 直流输电线路中杂散电流收集器各种结构性能分析的电压分布指标法
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-06-10 DOI: 10.1049/els2.12027
Ebrahim Zare Juybari, Reza Keypour, Mohsen Niasati

The stray current produced by a direct current (DC) transit system leads to the corrosion of rails and metallic structures buried under and around the metro line. One practical approach to diminish current injection into buried structures is to implement stray current collectors underneath the rail. An analytical method is proposed herein using voltage distribution indices (VDIs) to calculate the voltage and current collection level of each collector located under the rail soil, and the solutions are validated by comparing with modelling results. The proposed method helps to achieve the voltage of different points under the ground and the current reaching the collectors using a circuit model, without facing the limitations of practical methods, as a supplementary study for experimental tests. Moreover, the effect of different arrangements of collectors under running rails is modelled. The analytical method is deployed considering two objectives, that is stray current collection by the conductors and a reduction in the installation cost of the conductors. Various arrangements of stray current collectors are compared and evaluated. Using integral and matrix equations, current density and potential at different points under the soil are calculated and the obtained results are compared with European (EN) standards.

直流输电系统产生的杂散电流会导致地铁线路下方和周围的轨道和金属结构腐蚀。减少电流注入埋地结构的一种实用方法是在轨道下方安装杂散电流收集器。本文提出了一种使用电压分布指数(VDIs)计算轨道土壤下每个集电器的电压和电流收集水平的分析方法,并通过与建模结果的比较验证了解决方案。所提出的方法有助于在不面临实际方法限制的情况下,使用电路模型来实现地下不同点的电压和到达集电极的电流,作为实验测试的补充研究。此外,还模拟了运行轨道下收集器的不同布置的影响。该分析方法考虑了两个目标,即导体收集杂散电流和降低导体安装成本。对杂散电流收集器的各种布置进行了比较和评估。利用积分方程和矩阵方程,计算了土壤下不同点的电流密度和电势,并将所得结果与欧洲标准进行了比较。
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引用次数: 3
Onboard energy storage in rail transport: Review of real applications and techno-economic assessments 铁路运输车载储能:实际应用和技术经济评估综述
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-06-09 DOI: 10.1049/els2.12026
Emanuele Fedele, Diego Iannuzzi, Andrea Del Pizzo

Despite low energy and fuel consumption levels in the rail sector, further improvements are being pursued by manufacturers and operators. Their primary efforts aim to reduce traction energy demand, replace diesel, and limit the impact of electrified overhead infrastructures. From a system-level perspective, the integration of alternative energy sources on board rail vehicles has become a popular solution among rolling stock manufacturers. Surveys are made of many recent realizations of multimodal rail vehicles with onboard electrochemical batteries, supercapacitors, and hydrogen fuel cell systems. The ratings, technical features, and operating data of onboard sources are gathered for each application, and a comparison among different technologies is presented. Traction system architectures and energy-control strategies of actual multimodal units are explored and compared with literature research. Moreover, the maturity and potential of recent technologies and alternative topologies of power converters for multimodal traction systems are discussed. Ultimately, onboard storage systems are compared with other solutions for energy-saving and catenary-free operation, with particular focus on their current techno-economic attractiveness as an alternative to diesel propulsion.

尽管铁路部门的能源和燃料消耗水平较低,但制造商和运营商正在寻求进一步的改进。他们的主要目标是减少牵引能源需求,取代柴油,并限制电气化架空基础设施的影响。从系统层面的角度来看,在轨道车辆上集成替代能源已成为铁路车辆制造商普遍采用的解决方案。调查了许多最近实现的带有车载电化学电池、超级电容器和氢燃料电池系统的多式联运轨道车辆。针对每种应用,收集了机载光源的额定值、技术特征和运行数据,并对不同技术进行了比较。探讨了实际多模态单元的牵引系统结构和能量控制策略,并与文献研究进行了比较。此外,还讨论了用于多模态牵引系统的电源转换器的最新技术和替代拓扑的成熟度和潜力。最后,将车载存储系统与其他节能和无接触网运行的解决方案进行比较,特别关注其作为柴油推进系统替代品的当前技术经济吸引力。
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引用次数: 21
Harmonic analysis of traction power supply system: case study of Addis Ababa light rail transit 牵引供电系统谐波分析——以亚的斯亚贝巴轻轨交通为例
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-05-21 DOI: 10.1049/els2.12019
Shimelis Atli Assefa, Asegid Belay Kebede, Demissu Legese

Addis Ababa, the capital of Ethiopia, inaugurated the first electrified light rail transitsystem 4 years ago in September 2015, which makes it the first of its kind in sub-Saharan and eastern African countries. The railway line has a total length of 34.25 km with 39 passenger stations and 19 traction substations. Currently, the performance of the traction power supply system degraded severely due to the existence of harmonics in the traction network. Realizing the above problem, the harmonic analysis of Addis Ababa light rail transit electrified power supply system is presented. The analysis is performed on one of the substations called ‘Lideta’ rectifier substation. To this end, mathematical modelling and analysis of the traction main components such as the catenary, the traction transformer, the traction rectifier and the load have been done. Finally, MATLAB simulation has been performed, and the result comes with a significant reduction in harmonic distortion, which is far below the 5% limits of IEEE standard.

四年前的2015年9月,埃塞俄比亚首都亚的斯亚贝巴开通了首个电气化轻轨系统,这是撒哈拉以南非洲和东非国家的首个电气化轻轨系统。该线全长34.25公里,设有39个客运站和19个牵引变电所。目前,由于牵引网络中谐波的存在,导致牵引供电系统的性能严重下降。针对上述问题,对亚的斯亚贝巴轻轨供电系统进行了谐波分析。分析是在一个名为“Lideta”整流变电站的变电站上进行的。为此,对牵引链线、牵引变压器、牵引整流器、牵引负载等牵引主要部件进行了数学建模和分析。最后,进行了MATLAB仿真,结果表明谐波失真明显降低,远低于IEEE标准的5%限值。
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引用次数: 0
Development of steady arm damper for electrified railway overhead contact line with double pantographs based on numerical and experimental analysis 基于数值和实验分析的电气化铁路双受电弓架空接触线稳定臂阻尼器研制
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-04-16 DOI: 10.1049/els2.12024
Wenping Chu, Yang Song, Fuchuan Duan, Zhigang Liu

To improve the carrying capacity, double pantographs are normally used to collect the electric current from the catenary. The mechanical wave excited by the leading pantograph affects the contact of the trailing pantograph and the contact wire, which usually deteriorates the current collection quality. To address this issue, a steady arm damper is developed in this work to reduce the wave intensity caused by the leading pantograph. The catenary is modelled by Absolute Nodal Coordinate Formulation. The numerical simulations indicate that the steady arm damper with certain values reduces the contact force variation of the trailing pantograph. But overlarge damping may behave as a hard spot and aggravates the interaction performance. The acceptable steady arm damping should be lower than 300 Ns/m. The optimal value of the steady arm damping coefficient varies with the train speed. The realistic damping ratio should be determined based on the operating speed of a railway line. Based on the simulation results, several realistic steady arm dampers are developed, which are placed between the cantilever and the end of the steady arm. An experimental test is conducted to investigate the effect of the steady arm damper on the reduction of vibration caused by the dropping sinker. The experimental results demonstrate that the steady arm damper can reduce the mechanical wave amplitude and eliminate its effect on the trailing pantograph.

为了提高承载能力,通常采用双受电弓从接触网收集电流。前导受电弓激发的机械波会影响后导受电弓与接触导线的接触,通常会使电流采集质量下降。为了解决这一问题,本文设计了一种稳定臂式阻尼器,以减小由导弓引起的波强。采用绝对节点坐标法对悬链线进行建模。数值模拟结果表明,定值的稳定臂阻尼器减小了尾电弓的接触力变化。但过大的阻尼可能会成为一个硬点,使相互作用性能恶化。可接受的稳定臂阻尼应低于300 Ns/m。稳定臂阻尼系数的最优值随列车速度的变化而变化。实际的阻尼比应根据铁路的运行速度确定。在仿真结果的基础上,设计了几种实际可行的稳定臂阻尼器,将其置于悬臂梁与稳定臂末端之间。通过实验验证了该效应
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引用次数: 3
Performance enhancement of powertrain DC–DC converter using variable inductor 使用可变电感提高动力系DC-DC转换器的性能
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-04-09 DOI: 10.1049/els2.12014
Mebrahtom W. Beraki, João Pedro F. Trovão, Marina S. Perdigão

Performance enhancement of a powertrain DC–DC converter is provided using a current-controlled magnetic device, the variable inductor (VI). The VI is composed of two groups of windings, main and auxiliary. The auxiliary winding is used to regulate the permeability of the magnetic core over a wide range of load variations. To regulate the saturation level of the magnetic core and avoid postsaturation operation of the power inductor, an appropriate level of auxiliary winding current is needed. To this end, a simple and dynamic strategy is proposed to estimate the auxiliary winding currents of the VI. The proposed approach is validated using simulation studies of a large-scale VI-based powertrain DC–DC converter. The results reveal the significance of the proposed approach in continuous regulation of the magnetic property of the power inductor core, enhancing powertrain DC–DC converter performance by up to 13.70% and reducing stress on switching devices by 17.87%. Furthermore, energy source current variation is reduced by 6.73%, leading to reduced stress on energy storage systems.

采用电流控制磁器件可变电感器(VI)提高了动力总成DC-DC转换器的性能。可变电感器由两组绕组组成,主绕组和辅助绕组。辅助绕组用于在大范围的负载变化中调节磁芯的磁导率。为了调节磁芯的饱和水平,避免功率电感的过饱和运行,需要适当的辅助绕组电流。为此,提出了一种简单而动态的策略来估计VI的辅助绕组电流。通过大规模基于VI的动力总成DC-DC变换器的仿真研究验证了所提出的方法。结果表明,该方法可以连续调节功率电感铁芯的磁性能,将动力系统DC-DC变换器的性能提高13.70%,并将开关器件的应力降低17.87%。此外,电源电流变化减少了6.73%,从而减少了对储能系统的压力。
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引用次数: 1
New trends in electric motors and selection for electric vehicle propulsion systems 电动机的新趋势和电动汽车推进系统的选择
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-04-09 DOI: 10.1049/els2.12018
Sreedhar Madichetty, Sukumar Mishra, Malabika Basu

The increase in the numbers of electric vehicles (EVs) is seen as an upgrading of the existing vehicles for various reasons. This calls for an in-depth analysis of the heart of these vehicles—the motor. A motor in an electric vehicle propulsion system is a crucial component that has the ability to affect the efficiency, weight, cost, reliability, power output and performance. Hence a detailed comparative study, that compares the existing types and topologies of various motors, is the need of the hour. The various motors that can be used in electric traction, namely DC, induction, switched reluctance, permanent magnet brushless AC motors and permanent magnet brushless DC motors, are reviewed in view of their capabilities with respect to EV propulsion. A detailed review is presented of existing motors and the application of power electronic techniques to EVs, and recommendations for some new designs of brushless DC motors. These include permanent magnet hybrid motors, permanent magnet spoke motors and permanent magnet inset motors.

由于各种原因,电动汽车数量的增加被视为对现有汽车的升级。这就需要对这些车辆的心脏——发动机进行深入分析。在电动汽车推进系统中,电机是一个至关重要的部件,它能够影响汽车的效率、重量、成本、可靠性、功率输出和性能。因此,当务之急是对现有的各种电动机的类型和拓扑结构进行详细的比较研究。本文综述了可用于电力牵引的各种电机,即直流、感应、开关磁阻、永磁无刷交流电机和永磁无刷直流电机,以及它们在电动汽车推进方面的能力。详细介绍了现有电机和电力电子技术在电动汽车上的应用,并对一些新型无刷直流电机的设计提出了建议。这些包括永磁混合电机,永磁辐条电机和永磁插入电机。
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引用次数: 0
Development and validation of an automatic all-wheel steering system for multiple-articulated rubber-tire transit 用于多关节橡胶轮胎运输的全轮自动转向系统的开发和验证
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-04-09 DOI: 10.1049/els2.12023
Jianghua Feng, Yunqing Hu, Xiwen Yuan, Ruipeng Huang, Xinrui Zhang, Lei Xiao

When driving a 32-m long multi-set rubber-tire transit in a manual driving mode, it is easy for the driver to feel tired due to the massive concentration, and it is hard to manually operate in a narrow and twist gauge. The authors introduce a six-axle coordinated automatic all-wheel steering control system and its design method is based on the visual perception and the geometric relationship. First, the functions of the two subsystems of the full-axle automatic steering control system are introduced. One subsystem is a path tracking control system and the other subsystem is a trajectory following the control system. Secondly, the theoretical principles of the two control systems are introduced in detail. Then, the controller design method of the two subsystems is introduced. Finally, the simulation results of Trucksim and MATLAB/Simulink are compared with the actual vehicle test data to test the controller’s perception and the follow-up control effect. It can be concluded that the gap between the platform and the train is kept between a relatively 10∼20 cm narrow when the train pulls in and out of the station. When the train runs at a high speed, it is stabilised at 72 km/h, and the lateral deviation from the virtual track centreline is controlled within ±15 cm.

中国干细胞与转化研究国家重点研发计划,批准/奖号:2018YFB1201602摘要在手动驾驶模式下驾驶32米长的多组套橡胶轮胎运输车时,驾驶员很容易因注意力过于集中而感到疲劳,并且很难在狭窄和扭曲的轨距下手动操作。介绍了一种基于视觉感知和几何关系的六轴协调自动全轮转向控制系统。首先,介绍了全桥自动转向控制系统的两个子系统的功能。一个子系统是路径跟踪控制系统,而另一个子系统则是跟随控制系统的轨迹。其次,详细介绍了两种控制系统的理论原理。然后介绍了两个子系统的控制器设计方法。最后,将Trucksim和MATLAB/Simulink的仿真结果与实际车辆测试数据进行比较,以测试控制器的感知和后续控制效果。可以得出结论,当列车进出车站时,站台和列车之间的间隙保持在相对较窄的10~20厘米之间。当列车高速运行时,列车稳定在72 km/h,与虚拟轨道中心线的横向偏差控制在±15 cm以内。
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引用次数: 2
Development of an adaptive neuro-fuzzy inference system–based equivalent consumption minimisation strategy to improve fuel economy in hybrid electric vehicles 开发一种基于自适应神经模糊推理系统的等效油耗最小化策略,以提高混合动力电动汽车的燃油经济性
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-03-30 DOI: 10.1049/els2.12020
Krishna Veer Singh, Hari Om Bansal, Dheerendra Singh

The most viable option to achieve the goals of saving energy and protecting the environment is to replace conventional vehicles with hybrid electric vehicles (HEVs). In HEVs, the operational characteristics of an internal combustion engine (ICE) and an electric motor (EM) are different from each other and thus require an adaptive control strategy to achieve higher fuel economy along with smooth operation and better performance of the vehicle. An energy management control strategy is proposed for an HEV based on an adaptive network-based fuzzy inference system (ANFIS). The proposed adaptive equivalent consumption minimisation strategy decides the power to be drawn from ICE and EM based on input parameters such as the speed of the vehicle, the state of charge of the battery, the EM torque and the ICE torque. The whole system is simulated in an advanced vehicle simulator tool. The proposed non-linear controller has also been tested for real-time behaviour using a field-programmable gate array–based MicroLabBox hardware controller to compare its performance against existing controllers. The authors compared the fuel economy obtained using the proposed method with several other methods available in the literature. The comparison clearly reveals that the proposed ANFIS-based method results in better optimization of energy and hence offers better fuel economy. The urban dynamometer driving schedule has been employed for this analysis.

摘要要实现节能环保的目标,最可行的选择是用混合动力汽车(hev)取代传统汽车。在混合动力汽车中,内燃机(ICE)和电动机(EM)的运行特性彼此不同,因此需要自适应控制策略来实现更高的燃油经济性,同时实现车辆的平稳运行和更好的性能。提出一种基于自适应网络模糊推理系统(ANFIS)的混合动力汽车能量管理控制策略。所提出的自适应等效消耗最小化策略根据车辆的速度、电池的充电状态、EM扭矩和ICE扭矩等输入参数决定从ICE和EM中提取的功率。整个系统在先进的车辆仿真工具中进行了仿真。所提出的非线性控制器还使用基于现场可编程门阵列的MicroLabBox硬件控制器进行了实时行为测试,以比较其与现有控制器的性能。作者将所提出的方法与文献中其他几种方法的燃油经济性进行了比较。对比结果表明,基于ANFIS的方法可以更好地优化能量,从而提供更好的燃油经济性。本文采用城市测功机行车时间表进行分析。
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引用次数: 13
Advanced Speed-and-current control approach for dynamic electric car modelling 先进的速度和电流控制方法的动态电动汽车建模
IF 2.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2021-03-30 DOI: 10.1049/els2.12015
Buddhadeva Sahoo, Sangram Keshari Routray, Pravat Kumar Rout

Considering environmental conditions and reduced fuel availability, electric cars (ECs) play a vital role in many applications such as consumer cars and short-distance transportation. This paper proposes a detailed dynamic modelling of battery, motor, and inverter developed for the design of an EC. In addition, an improved controller is developed with a different geometrical method using the sensitivity gain of the current sensor and tachometer to assure the optimal performance of the EC. For achieving linear vehicle operation and improved stability, a system transfer function model is designed by considering various uncertainties such as force acting on the car, wheel, road, and wind speed conditions. To offer better regulation and excellent tracking operation of the EC, a combined proportional–integral–derivative controller-based outer-speed and inner-current control approach is suggested to regulate the nonlinear parameters for different driving profile applications. The proposed designed control approach and system model are tested using two input conditions such as step and driving profile inputs through MATLAB/Simulink software, and performance is analysed through various open-loop and closed-loop test scenarios.

科学与工业研究理事会;考虑到环境条件和燃料可用性的降低,电动汽车(ec)在消费汽车和短途交通等许多应用中发挥着至关重要的作用。本文提出了一个详细的动态建模的电池,电机和逆变器开发的设计EC。此外,利用电流传感器和转速计的灵敏度增益,采用不同的几何方法开发了一种改进的控制器,以确保EC的最佳性能。为了实现车辆的线性运行和提高稳定性,考虑了车辆、车轮、道路、风速等各种不确定性条件,设计了系统传递函数模型。为了提供更好的调节和良好的跟踪操作,提出了一种基于比例-积分-导数控制器的外转速和内电流组合控制方法来调节不同驱动型的非线性参数。通过MATLAB/Simulink软件对所设计的控制方法和系统模型在步进和驱动轮廓两种输入条件下进行了测试,并通过各种开环和闭环测试场景对性能进行了分析。
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引用次数: 8
期刊
IET Electrical Systems in Transportation
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