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2019 6th International Conference on Electric Vehicular Technology (ICEVT)最新文献

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Localization Method for Autonomous Car Using Virtual Sensing System 基于虚拟传感系统的自动驾驶汽车定位方法
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8993992
Y. Y. Nazaruddin, F. A. Ma'ani, Prasetyo W. L. Sanjaya, Eraraya R. Muten, Gilbert Tjahjono, Joshua A. Oktavianus
The combination of the Inertial Measurement Unit (IMU) and Global Navigation Satellite System (GNSS) is widely used in the localization of autonomous cars. However, GNSS is highly dependent on external conditions and has a low sampling rate. In order to make the localization of autonomous cars more reliable in various external conditions, a virtual sensing system using Error-state Kalman Filter (ESKF) and Diagonal Recurrent Neural Network (DRNN) approach is proposed in this paper. In this proposed system, DRNN served as a predictor for the location of an autonomous car. DRNN is applied due to its independency against the external conditions, the ability to learn, and also its faster sampling rate compared to the global navigation system. Implementation and testing of this new approach using the CARLA Simulator show that the proposed system could correct the deviation caused by the absence of absolute position measurement. With further developments and improvements, this alternative sensing method would be able to replace the existing GNSS and unlock the possibility for offline localization.
惯性测量单元(IMU)与全球卫星导航系统(GNSS)的结合在自动驾驶汽车的定位中得到了广泛的应用。然而,GNSS对外部条件的依赖性较大,采样率较低。为了使自动驾驶汽车在各种外部条件下的定位更加可靠,本文提出了一种采用误差状态卡尔曼滤波(ESKF)和对角递归神经网络(DRNN)方法的虚拟传感系统。在这个提出的系统中,DRNN作为自动驾驶汽车位置的预测器。DRNN具有对外界条件的独立性、学习能力以及比全球导航系统更快的采样率,因此被应用。利用CARLA模拟器对该方法进行了实现和测试,结果表明,该方法可以有效地修正由于没有进行绝对位置测量而导致的误差。随着进一步的发展和改进,这种替代传感方法将能够取代现有的GNSS,并开启离线定位的可能性。
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引用次数: 1
Energy Consumption Simulation and Analysis of Rear-Driven Electric Bus with Regenerative Braking 后驱再生制动电动客车能耗仿真与分析
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8994012
M. Islameka, Irsyad Nashirul Haq, E. Leksono, B. Yuliarto
The Indonesian government plans to change the Transjakarta bus into an electric bus. Therefore, we analyze the energy consumption of rear-drive electric buses with regenerative braking to estimate the specifications of the electric motor and the batteries needed for one cycle of driving. BYD C6 and ITB electric buses will be compared using the driving cycle in the Transjakarta corridor 1 (Kota—Blok M). Transjakarta corridor 1 driving cycle data is collected several times to get varied driving cycles. The electric bus energy consumption model was created using Matlab/Simulink. The simulation is conducted by using the data bus specifications of BYD C6 and ITB. The results show that BYD C6 electric buses have more SOC battery remaining in one cycle of driving due to a larger amount of battery charge. However, ITB electric bus can recover more energy from the regenerative braking system due to the larger motor specifications.
印尼政府计划将雅加达公交改为电动公交车。因此,我们对后驱再生制动电动客车的能耗进行了分析,估算出一个循环行驶所需的电机规格和电池。比亚迪C6和ITB电动巴士将在雅加达一号走廊(kota - block M)的行驶周期进行比较。雅加达一号走廊的行驶周期数据收集了多次,以获得不同的行驶周期。利用Matlab/Simulink建立了电动客车能耗模型。采用比亚迪C6和ITB的数据总线规范进行仿真。结果表明,由于电池充电量较大,比亚迪C6电动客车在一次循环行驶中拥有更多的SOC电池剩余量。然而,ITB电动巴士由于电机规格较大,可以从再生制动系统中回收更多的能量。
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引用次数: 5
An Input-to-State Stable Implementation of Event-Triggered CBTC 事件触发CBTC的输入到状态稳定实现
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8993979
T. Tamba, Y. Y. Nazaruddin
This paper studies a formation control problem in communication-based train control (CBTC) implementation under an event-triggered control scheduling framework using the formalism of input-to-state stability (ISS) property. The examined control objective that is considered in this paper is that of guaranteeing the boundedness of the resulting inter-train safe distance with respect to variation on some predefined reference distance and speed profiles. Using the fundamental ISS property of event-triggered control scheduling implementation, this paper shows that the resulting event-triggered CBTC system implementation can be guranteed to be ISS with respect to the reference movement (inter trains safe distance and velocity) profiles provided that the used event-triggered parameter satisfies a particular inequality.
本文利用输入状态稳定性(ISS)特性的形式,研究了事件触发控制调度框架下基于通信的列车控制(CBTC)实现中的队列控制问题。本文研究的控制目标是保证列车间安全距离相对于某些预定的参考距离和速度曲线变化的有界性。本文利用事件触发控制调度实现的ISS基本性质,证明了如果所使用的事件触发参数满足一个特定的不等式,则所得到的事件触发CBTC系统实现对于参考运动(列车间安全距离和速度)曲线可以保证是ISS。
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引用次数: 0
The Effect of Air Gap on Braking Performance of Eddy Current Brakes on Electric Vehicle Braking System 气隙对电动汽车涡流制动器制动性能的影响
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8993987
M. Putra, M. Nizam, D. Tjahjana, H. Waloyo
Braking system by using friction is critical in electric vehicles. However, the use of excessive friction will cause a decrease in braking performance. One alternative solution is to use the Eddy current braking system (ECB). ECB is a braking system that utilizes eddy currents generated by induction when the rotor rotates due to the magnetic field produced by the stator. This study discusses the use of ECB for electric motorcycle disk braking systems. This study aims to determine the effect of air gap on braking performance of ECB on an electric motor. The finite element (FEM) method was used in ECB performance modeling. The results showed that the need for a combination of motorcycle disks with disks that match the ECB with maximum torque at 12Nm. It can be concluded that using ECB can effectively increase the braking power by reducing friction on the braking disk. It means the ECB system can extend the life of the braking disc.
利用摩擦制动系统是电动汽车的关键。然而,使用过大的摩擦会导致制动性能下降。另一种解决方案是使用涡流制动系统(ECB)。ECB是一种制动系统,当转子由于定子产生的磁场而旋转时,利用感应产生的涡流。本研究讨论了ECB在电动摩托车盘式制动系统中的应用。本研究旨在确定气隙对电动马达上ECB制动性能的影响。采用有限元法对ECB进行了性能建模。结果表明,需要将摩托车盘与最大扭矩为12Nm的ECB相匹配的盘相结合。可以得出结论,使用ECB可以通过减少制动盘上的摩擦来有效地提高制动功率。这意味着ECB系统可以延长制动盘的寿命。
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引用次数: 4
Design of Five Stages Cockroft-Walton with Passive Filter 带无源滤波器的五级Cockroft-Walton设计
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8993983
Vicky Mudeng, Yun Tonce Kusuma Priyanto, H. Wicaksono, Vicky Andria Kusuma, M. Muntaha
Cockroft-Walton (CW) is a voltage multiplier (VM) circuit with an alternating current (AC) input to generate a direct current (DC) output. The CW circuit consists of several stages. Each stage, there are two diodes and capacitors to shift the AC input to be DC output. The maximum output of CW is the multiplication of two and number of stages, then the multiplied result times the peak voltage of AC input to obtain the DC voltage. However, the DC output contains ripple voltage. Therefore, the work within this study discusses five stages CWVM to ensure that it can effective as a power supply for the electric vehicle. We develop CWVM with the output of the multiplication between two and input peak voltage. To reduce the ripple voltage, we implement a capacitor filter in the simulation for verifying the results. Also, we simulate the output voltage by considering the results for each stage. The results indicate that the developed CWVM is reasonable to be a power supply for the electric vehicle.
科克罗夫特-沃尔顿(CW)电路是一种电压倍增器(VM)电路,具有交流(AC)输入以产生直流(DC)输出。连续波电路由几个阶段组成。每级都有两个二极管和电容将交流输入转换为直流输出。连续波的最大输出是两级和级数的乘积,然后乘以交流输入的峰值电压得到直流电压。但是,直流输出包含纹波电压。因此,本研究中的工作讨论了五个阶段的CWVM,以确保它能够有效地作为电动汽车的电源。我们开发了一种具有二乘输出和输入峰值电压的CWVM。为了降低纹波电压,我们在仿真中实现了一个电容滤波器来验证结果。此外,我们通过考虑每个级的结果来模拟输出电压。结果表明,所研制的CWVM作为电动汽车电源是合理的。
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引用次数: 1
Side Collision Dynamic Analysis of Electric Bus Frame using Finite Element Method 基于有限元法的电动客车车架侧面碰撞动力学分析
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8993967
O. Kurdi, I. Haryanto, I. Yulianti, D. Satrijo, A. Suprihanto, I. Taufiqurrahman
This work presents analysis of side-collision effect to e-bus frame based on ECE R95. In this study, a side crash simulation was carried out on the frame structure of a medium-sized electric bus. The analysis was done using finite element method (FEM) employing an open-source software RADIOS. The simulation was done for the existing frame design with steel as the material (JIS 3445 STKM 13A). The results shows that the bus frame with mass of 2456 Kg experience displacement of 96.72 mm and stress of 215.5 MPa.
本文对基于ECE R95标准的电动客车车架进行了侧面碰撞效应分析。本研究对某中型电动客车车架结构进行了侧面碰撞仿真。采用开源软件radio进行有限元分析。仿真是对现有的以钢为材料的车架设计进行的(JIS 3445 STKM 13A)。结果表明:质量为2456 Kg的客车车架位移为96.72 mm,应力为215.5 MPa;
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引用次数: 0
Battery Thermal Characteristics Estimation Using Finite Element Method 基于有限元法的电池热特性估算
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8993966
Fadhlin Nugraha Rismi, Irsyad Nashirul Haq, E. Leksono, F. Soelami
In this study, an investigation of thermal characteristics was carried out at two stages namely, the experimental stage and the simulation and modeling stage. In the experimental stage, the battery consists of 1 cell with a capacity of 14Ah. At the experimental stage, the battery under investigation works at the discharge currents C1, C2, and C4, with natural convection studies in insulation and non-insulation systems. The assumptions used in this study are the battery used have experienced more than 10 cycles, the heat radiation from the battery is ignored, the parameters and thermal constants are considered constant. The ambient temperature range for operation is at 24°C – 28,5°C. Experimental results show that the battery system under insulation conditions has more stable thermal characteristics compared to non-insulation systems. As well as the results of the simulation stage 1 battery cell under conditions of insulation and non-insulation. In addition, estiomation were also made for the 10 battery insulation system. The temperature rise characteristic shows an exponential graph on all simulations performed. By evaluating the measurement values in the experimental and simulation stages, the results of the non-insulation conditions show an error for the C1 discharging current of 1,77%, C2 of 1,97%, and C4 of 0,38%. The results of insulation conditions show an error for the C1 emptying current of 1,10%, C2 of 0,53%, and C4 of 0,05%.
在本研究中,对热特性进行了两个阶段的研究,即实验阶段和仿真与建模阶段。在实验阶段,电池由1个容量为14Ah的电池组成。在实验阶段,所研究的电池在放电电流C1、C2和C4下工作,在绝缘和非绝缘系统中进行自然对流研究。本研究假设使用的电池经历了10次以上的循环,忽略电池的热辐射,认为参数和热常数为常数。工作环境温度范围为24℃~ 28.5℃。实验结果表明,绝缘条件下的电池系统比非绝缘条件下的电池系统具有更稳定的热特性。以及第一阶段蓄电池在绝缘和非绝缘条件下的仿真结果。此外,还对10节蓄电池绝缘系统进行了估算。在所有的模拟中,温升特征都显示为指数曲线。通过对实验和仿真阶段的测量值进行评定,非绝缘条件下的放电电流误差为C1为1.77%,C2为1.97%,C4为0.38%。绝缘条件的结果表明,C1的空化电流误差为1.10%,C2为0.53%,C4为0.05%。
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引用次数: 0
Prototyping of Bluetooth-Based Wireless Strain Measurement System for Freight Overload Prevention 基于蓝牙的防货运过载无线应变测量系统原型设计
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8994016
A. H. Masyhur, Ignatius Pulung Nurprasetio, B. Budiman, Arya Adhinugraha, Arista Eka Putra
Commercial freight vehicle is essential for daily goods distribution from one place to another. It is quite common that freight operators load their trucks beyond the allowable weight limit to maximize profit. This behavior leads to deterioration of road surface in Indonesia, which significantly increases road maintenance cost. To remedy the situation, anterior strategy would be to provide overload prevention device, while posterior strategy should measure vehicle weight while it is moving and detect the overloaded vehicle. This paper deals with the first strategy, in which a bluetooth-based wireless strain measuring system is developed. The main subsystem which consisted of strain gauge, Wheatstone bridge, Arduino Uno plus strain amplifier and Bluetooth modules, is placed on the load picking component of the vehicle, while additional subsystem consisted of Arduino Uno plus Bluetooth module and relays, is attached to the ignition wiring. Laboratory experiment showed that the system works and the design achieved the intended purpose, in the sense that it will cut engine power supply and trigger the alarm when the vehicle is overloaded. As a future work, we will install the system in a real freight vehicle to observe the performance of the system in an actual situation.
商业货运车辆是日常物品从一地运送到另一地的必要工具。这是相当普遍的货运经营者装载他们的卡车超过允许的重量限制,以最大限度地提高利润。这种行为导致印尼的路面恶化,大大增加了道路维护成本。为了纠正这种情况,前路策略是提供超载预防装置,后路策略是在车辆移动时测量车辆重量并检测超载车辆。本文研究的是第一种策略,即基于蓝牙的无线应变测量系统。主子系统由应变计、惠斯通电桥、Arduino Uno +应变放大器和蓝牙模块组成,安装在车辆的负载拾取组件上,副子系统由Arduino Uno +蓝牙模块和继电器组成,安装在点火接线上。实验室实验表明,该系统工作正常,设计达到了预期目的,即当车辆超载时切断发动机电源并触发报警。作为未来的工作,我们将在一辆真实的货运车上安装该系统,以观察系统在实际情况下的性能。
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引用次数: 3
System Identification of Switched Reluctance Motor (SRM) Using Black Box Method for Electric Vehicle Speed Control System 基于黑盒法的开关磁阻电机(SRM)电动汽车速度控制系统辨识
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8994020
Muhammad Rizalul Wahid, E. Joelianto, Nadana Ayzah Azis
Switched reluctance motor (SRM) as a driving force has a very important role in an electric vehicle because of the ability to produce large torque about 12.3 Nm and speed about 9600 rpm. Currently, there is no suitable model that represents the real SRM motor. This paper presents model identification of the SRM motor using the Black Box method in the Matlab System Identification Toolbox (SIT). The speed output of the SRM motor is measured externally by a sensor based on the hall effect principle, which gives a high pulse of 4.27 volts every detection of an existing magnet at the motor rotation. The speed sensor of motor is simulated and validated using the Intelligent Schematic Input System (ISIS) software on the Proteus before it is implemented into the SRM motor. The results are obtained in the form of transfer function system with order 1 and order 2. The first order and second order models result in 93.65% and 93.7% approximation to the real data respectively.
开关磁阻电机(SRM)作为电动汽车的驱动力,能够产生约12.3 Nm的大扭矩和约9600 rpm的转速,在电动汽车中起着非常重要的作用。目前,还没有合适的模型来代表真正的SRM电机。本文利用Matlab系统识别工具箱(SIT)中的黑盒法对SRM电机进行了模型识别。SRM电机的速度输出由一个基于霍尔效应原理的传感器在外部测量,该传感器在电机旋转时每检测到一个现有磁铁,就会产生4.27伏的高脉冲。采用Proteus上的智能原理图输入系统(ISIS)软件对电机的速度传感器进行仿真和验证,然后将其实现到SRM电机中。结果以1阶和2阶传递函数系统的形式得到。一阶和二阶模型对实际数据的逼近率分别为93.65%和93.7%。
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引用次数: 2
Simulation Method for Extended-Range Electric Vehicle Battery State of Charge and Energy Consumption Simulation based on Driving Cycle 基于行驶循环的增程式电动汽车电池充电状态仿真方法及能耗仿真
Pub Date : 2019-11-01 DOI: 10.1109/ICEVT48285.2019.8993963
C. Kusuma, B. Budiman, I. P. Nurprasetio
The battery state of charge and energy consumption are two parameters which are characterized by the usage of an extended-range electric vehicle (EREV). Those two parameters should be simulated in order to design the EREV properly according to different design needs, therefore a simulation method is needed. This work tries to establish a simulation method for the simulation of EREV battery state of charge and energy consumption. The EREV propulsion system modeling required for the simulation method are obtained from the general and electric vehicle engineering. Driving cycle data is also involved in the simulation. After the simulation method has been established, this work also validates the established simulation method with two validation methods. The validation step shows that the established simulation method is able to produce satisfying energy consumption simulation results. However, this simulation method needs to be provided with data and modeling, which comply with the simulated EREV, in order to produce a more satisfying battery state of charge simulation result. This work offers an initial perspective of EREV simulation, especially for the battery state of charge and energy consumption. The established simulation method can hopefully contribute to the design process of EREVs in the future.
电池充电状态和能量消耗是增程电动汽车(EREV)使用的两个特征参数。为了根据不同的设计需要,对这两个参数进行仿真,需要一种仿真方法。本文试图建立一种模拟电动汽车电池充电状态和能量消耗的仿真方法。仿真方法所需的EREV推进系统建模分别来自通用和电动汽车工程。仿真还涉及到驾驶循环数据。在建立了仿真方法之后,本工作还对所建立的仿真方法进行了两种验证方法的验证。验证步骤表明,所建立的仿真方法能够产生令人满意的能耗仿真结果。但是,这种仿真方法需要提供与仿真的EREV相符合的数据和建模,才能得到更令人满意的电池充电状态仿真结果。这项工作提供了EREV仿真的初步视角,特别是电池充电状态和能量消耗。所建立的仿真方法有望为未来电动汽车的设计过程做出贡献。
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引用次数: 8
期刊
2019 6th International Conference on Electric Vehicular Technology (ICEVT)
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