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Optimizing Electric Racing Car Performance through Telemetry-Integrated Battery Charging: A Response Surface Analysis Approach 通过遥测集成电池充电优化电动赛车性能:响应面分析方法
IF 2.6 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-18 DOI: 10.3390/wevj15070317
A. F. Villa-Salazar, I. N. Gomez-Miranda, A. F. Romero-Maya, J. D. Velásquez-Gómez, K. Lemmel-Vélez
The link between the world of communications and the world of racing is provided by the telemetry systems in electric racing cars. These systems send real-time data about the vehicle’s behavior and systems to enable informed decisions during the race. The objective of this research was to integrate telemetry into the battery bank of an electric racing car in order to find the optimal values of current and voltage that optimize the charging process and thus improve the performance of the vehicle in competition using Response Surface Analysis. Specifically, the telemetry system consisted of an Arduino Mega, a digital wattmeter, and temperature sensors, all installed in the vehicle. Once the telemetry data were obtained, a response surface design was fitted with current, voltage, and temperature as factors varying from low to high values, with the objective function being to minimize the battery charging time. Using the response surface methodology and the steepest descent algorithm, it was found that all factors significantly affect the charging time, with the minimum charging time being 6961 s, obtained with a current of 2.4 amps and voltages of 50.5 volts and 43.6 volts.
电动赛车的遥测系统是通信世界与赛车世界之间的纽带。这些系统实时发送有关车辆行为和系统的数据,以便在比赛中做出明智的决定。本研究的目的是将遥测系统集成到电动赛车的电池组中,以便找到优化充电过程的最佳电流和电压值,从而利用响应面分析法提高赛车在比赛中的性能。具体来说,遥测系统由 Arduino Mega、数字瓦特计和温度传感器组成,全部安装在车辆上。获得遥测数据后,将电流、电压和温度作为从低值到高值的因子进行响应面设计,目标函数是最大限度地缩短电池充电时间。利用响应面方法和最陡下降算法,发现所有因素都对充电时间有显著影响,在电流为 2.4 安培、电压为 50.5 伏和 43.6 伏时,充电时间最短为 6961 秒。
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引用次数: 0
The Influence of Brand Greenwashing on EV Purchase Intention: The Moderating Role of Consumer Innovativeness and Peer Brand Attitude 品牌绿化对电动汽车购买意向的影响:消费者创新性和同行品牌态度的调节作用
IF 2.6 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-17 DOI: 10.3390/wevj15070313
Yuting Liao, Liang Wu
In the context of new energy Electric Vehicles (EVs), certain car manufacturers engage in deceptive behaviors known as “greenwashing”, including activities such as “subsidy cheating”, “exaggerating carbon reduction claims”, and “selective disclosure of environmental information”. These behaviors have a negative impact on industry progress. While previous studies suggest that consumers’ perceptions of greenwashing towards individual brands extend to the industry as a whole and influence their overall purchase intentions, there remains a gap in understanding how these behaviors specifically affect consumers’ willingness to purchase EVs. To address this gap and enrich the literature on the relationship between greenwashing and consumer choice, this study uses ABC attitude theory and experimental methods to investigate the impact of greenwashing in the EV sector on consumers’ vehicle preferences in three experiments. The results show that consumers’ perceptions of greenwashing in one EV brand negatively influence their purchase intentions towards other brands, mediated by a general skepticism towards environmental claims in the industry. In addition, consumers’ innovativeness and attitudes towards other brands play a negative moderating role in this relationship. The research findings provide comprehensive insights into the complex impact of brand greenwashing on consumer behavior within the EV industry.
在新能源电动汽车(EV)方面,某些汽车制造商存在被称为 "洗绿 "的欺骗行为,包括 "骗取补贴"、"夸大减碳声明 "和 "选择性披露环境信息 "等活动。这些行为对行业进步产生了负面影响。以往的研究表明,消费者对单个品牌的 "洗绿 "行为的看法会延伸到整个行业,并影响其整体购买意向,但在了解这些行为如何具体影响消费者购买电动汽车的意愿方面仍存在空白。为了弥补这一空白,丰富有关绿色洗牌与消费者选择之间关系的文献,本研究采用 ABC 态度理论和实验方法,通过三个实验研究了电动汽车行业的绿色洗牌对消费者车辆偏好的影响。结果表明,消费者对某一电动车品牌 "洗绿 "的感知会负面影响其对其他品牌的购买意向,而消费者对该行业的环保声明普遍持怀疑态度则是这一感知的中介。此外,消费者的创新能力和对其他品牌的态度在这一关系中也起着消极的调节作用。研究结果全面揭示了品牌绿化对电动汽车行业消费者行为的复杂影响。
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引用次数: 0
Analytical Calculation of Magnetic Field and Analysis of Rotor Permeability Effects on Permanent Magnet Synchronous Motor with Fractional Slot Concentrated Winding 带分数槽集中绕组的永磁同步电机的磁场分析计算和转子磁导效应分析
IF 2.6 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-16 DOI: 10.3390/wevj15070312
Xuandong Wu, Huaiyuan Zhang, Cunxiang Yang, H. Qiu
Accurate calculation of the flux and the magnetic field distribution of fractional slot concentrated winding permanent magnet synchronous motor (FSCW PMSM) is the basis for motor performance analysis, and rapid calculation is key. In this paper, to solve the problem of difficult modeling and accuracy guarantee of the flux linkage differential method, a method is proposed to calculate the flux and the no-load back EMF by the slotless subdomain model. By introducing the leakage flux calculation link, the calculation accuracy is improved, the analytical method results are compared with the finite element method results, and the effectiveness of the proposed method is verified. On this basis, the nonlinear variations of the magnetic field and the no-load back EMF with rotor permeability are determined, and the influence mechanism of rotor length and rotor permeability on the main magnetic circuit is revealed. Finally, an experiment of the prototype is carried out, and the correctness and accuracy of the analytical method and the finite element method is verified by comparing with the experimental results.
精确计算分数槽集中绕组永磁同步电机(FSCW PMSM)的磁通量和磁场分布是电机性能分析的基础,而快速计算是关键。本文针对磁通量联动微分法建模困难、精度难以保证的问题,提出了一种利用无槽子域模型计算磁通量和空载反向 EMF 的方法。通过引入漏磁通计算环节,提高了计算精度,并将解析法结果与有限元法结果进行了比较,验证了所提方法的有效性。在此基础上,确定了磁场和空载反电势随转子磁导率的非线性变化,并揭示了转子长度和转子磁导率对主磁路的影响机制。最后,对原型进行了实验,通过与实验结果的对比,验证了分析方法和有限元方法的正确性和准确性。
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引用次数: 0
Application of Improved Ant Colony Algorithm in Optimizing the Charging Path of Electric Vehicles 改进型蚁群算法在优化电动汽车充电路径中的应用
IF 2.3 Q2 Engineering Pub Date : 2024-05-24 DOI: 10.3390/wevj15060230
Zhiqun Qi
In current traffic congestion scenarios, electric vehicles (EVs) have the problem of reduced battery life and continuous decline in endurance. Therefore, this study proposes an optimization method for electric vehicle charging scheduling based onthe ant colony optimization algorithm with adaptive dynamic search (ADS-ACO), and conducts experimental verification on it. The experiment revealed that in the four benchmark functions, the research algorithm has the fastest convergence speed and can achieve convergence in most of them. In the validation of effectiveness, the optimal solution for vehicle time consumption under the ADS-ACO algorithm in the output of the algorithm with a stationary period and a remaining battery energy of 15 kW·h was 2.146 h in the regular road network. In the initial results of 15 kW·h under changes in road conditions from peak to peak periods, the total energy consumption of vehicles under the research algorithm was 4.678 kW·h and 4.656 kW·h under regular and irregular road networks, respectively. The change results were 4.509 kW·h and 4.656 kW·h, respectively. The initial results of 10 kW·h were 4.755 kW·h and 4.873 kW·h, respectively. The change results were 4.461 kW·h and 4.656 kW·h, respectively, which are lower than the comparison algorithm. In stability verification, research algorithms can find the optimal path under any conditions. The algorithm proposed in the study has been demonstrated to be highly effective and stable in electric vehicle charging path planning. It represents a novel solution for electric vehicle charging management and is expected to significantly enhance the range of electric vehicles in practical applications.
在当前交通拥堵的情况下,电动汽车(EV)存在电池寿命缩短、续航能力持续下降的问题。因此,本研究提出了一种基于蚁群优化算法与自适应动态搜索(ADS-ACO)的电动汽车充电调度优化方法,并对其进行了实验验证。实验结果表明,在四个基准函数中,该研究算法的收敛速度最快,大部分函数都能实现收敛。在有效性验证中,在常规路网中,静止期和电池剩余电量为 15 kW-h 时,ADS-ACO 算法输出下的车辆耗时最优解为 2.146 h。在路况从高峰期到平峰期变化的 15 kW-h 初始结果中,研究算法下的车辆总能耗在常规路网和不规则路网下分别为 4.678 kW-h 和 4.656 kW-h。变化结果分别为 4.509 kW-h 和 4.656 kW-h。10 kW-h 的初始结果分别为 4.755 kW-h 和 4.873 kW-h。变化结果分别为 4.461 kW-h 和 4.656 kW-h,低于对比算法。在稳定性验证中,研究算法可以在任何条件下找到最优路径。研究中提出的算法在电动汽车充电路径规划中被证明是高效、稳定的。它代表了电动汽车充电管理的一种新型解决方案,有望在实际应用中显著提高电动汽车的续航能力。
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引用次数: 0
Detection and Analysis of Abnormal High-Current Discharge of Cylindrical Lithium-Ion Battery Based on Acoustic Characteristics Research 基于声学特性研究的圆柱形锂离子电池异常大电流放电检测与分析
IF 2.3 Q2 Engineering Pub Date : 2024-05-24 DOI: 10.3390/wevj15060229
Nan Zhou, Kunbai Wang, Xiang Shi, Zeyu Chen
The improvement of battery management systems (BMSs) requires the incorporation of advanced battery status detection technologies to facilitate early warnings of abnormal conditions. In this study, acoustic data from batteries under two discharge rates, 0.5 C and 3 C, were collected using a specially designed battery acoustic test system. By analyzing selected acoustic parameters in the time domain, the acoustic signals exhibited noticeable differences with the change in discharge current, highlighting the potential of acoustic signals for current anomaly detection. In the frequency domain analysis, distinct variations in the frequency domain parameters of the acoustic response signal were observed at different discharge currents. The identification of acoustic characteristic parameters demonstrates a robust capability to detect short-term high-current discharges, which reflects the sensitivity of the battery’s internal structure to varying operational stresses. Acoustic emission (AE) technology, coupled with electrode measurements, effectively tracks unusually high discharge currents. The acoustic signals show a clear correlation with discharge currents, indicating that selecting key acoustic parameters can reveal the battery structure’s response to high currents. This approach could serve as a crucial diagnostic tool for identifying battery abnormalities.
要改进电池管理系统(BMS),就必须采用先进的电池状态检测技术,以便对异常情况发出预警。本研究使用专门设计的电池声学测试系统收集了电池在 0.5 C 和 3 C 两种放电速率下的声学数据。通过在时域分析选定的声学参数,声学信号随着放电电流的变化呈现出明显的差异,突出了声学信号在电流异常检测方面的潜力。在频域分析中,观察到不同放电电流下声学响应信号的频域参数有明显变化。声学特征参数的识别证明了检测短期大电流放电的强大能力,这反映了电池内部结构对不同运行压力的敏感性。声发射 (AE) 技术与电极测量相结合,可有效跟踪异常高放电电流。声学信号与放电电流有明显的相关性,表明选择关键的声学参数可以揭示电池结构对大电流的反应。这种方法可以作为识别电池异常的重要诊断工具。
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引用次数: 0
Research on Stability Control of Distributed Drive Vehicle with Four-Wheel Steering 带四轮转向的分布式驱动车辆稳定性控制研究
IF 2.3 Q2 Engineering Pub Date : 2024-05-23 DOI: 10.3390/wevj15060228
Jiahao Zhang, Chengye Liu, Jingbo Zhao, Haimei Liu
The four-wheel steering distributed drive vehicle is a novel type of vehicle with independent control over the four-wheel angle and wheel torque. A method for jointly controlling the distribution of the wheel angle and torque is proposed based on this characteristic. Firstly, the two-degrees-of-freedom model and ideal reference model of four-wheel steering vehicle are established; then, the four-wheel steering controller and torque distribution controller are designed. The rear wheel angle is controlled by the feedforward controller and the feedback controller. The feedforward controller takes the side slip angle of the center of mass as the control target, and the feedback controller takes the yaw angle as the control target. Torque is controlled by two control layers, the additional yaw moment of the upper layer is calculated by the vehicle motion state and fuzzy control theory, and the lower layer distributes wheel torque through the road adhesion coefficient and wheel load. Finally, a simulation platform is established to verify the effectiveness of the proposed control algorithm.
四轮转向分布式驱动汽车是一种可独立控制四轮角度和车轮扭矩的新型汽车。根据这一特点,提出了一种联合控制车轮角度和扭矩分布的方法。首先建立了四轮转向汽车的二自由度模型和理想参考模型,然后设计了四轮转向控制器和扭矩分配控制器。后轮角度由前馈控制器和反馈控制器控制。前馈控制器以质心侧滑角为控制目标,反馈控制器以偏航角为控制目标。扭矩由两个控制层控制,上层的附加偏航力矩由车辆运动状态和模糊控制理论计算得出,下层通过路面附着系数和车轮载荷分配车轮扭矩。最后,建立了一个仿真平台来验证所提控制算法的有效性。
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引用次数: 0
A Novel Rotor Harmonic Winding Configuration for the Brushless Wound Rotor Synchronous Machine 无刷绕线转子同步机的新型转子谐波绕组配置
IF 2.3 Q2 Engineering Pub Date : 2024-05-23 DOI: 10.3390/wevj15060226
Farhan Arif, A. Arif, Q. Ali, Asif Hussain, Abid Imran, Mukhtar Ullah, Asif Khan
In the last decade, permanent magnet (PM)-free or hybrid PM machines have been extensively researched to find an alternative for high cost rare-earth PM machines. Brushless wound rotor synchronous machines (BL-WRSMs) are one of the alternatives to these PM machines. BL-WRSMs have a lower torque density compared to PM machines. In this paper, a new topology is introduced to improve the torque producing capability of the existing BL-WRSM by utilizing the vacant spaces in the rotor slots. The new topology has two harmonic windings placed on the rotor which induce separate currents. A capacitor is used between the two harmonic windings to bring the currents in phase with each other. The harmonic winding currents are fed to the rectifier which is also placed on the rotor. Due to additional harmonic winding, the overall field current fed to the rotor field winding has been increased and hence the average torque has also increased. Finite element analysis (FEA)-based simulations are performed using ANSYS Maxwell to validate the proposed topology. The results show that the average torque of the machine has been significantly increased compared to the reference model. The detailed comparison results are provided in this paper.
在过去的十年中,人们对无永磁或混合永磁机器进行了广泛研究,以寻找替代高成本稀土永磁机器的方法。无刷绕线转子同步电机(BL-WRSM)是这些永磁电机的替代品之一。与永磁电机相比,无刷绕线转子同步电机的转矩密度较低。本文介绍了一种新的拓扑结构,通过利用转子槽中的空余空间来提高现有 BL-WRSM 的扭矩输出能力。新拓扑结构在转子上安装了两个谐波绕组,分别产生不同的电流。两个谐波绕组之间使用一个电容器,使电流相位一致。谐波绕组电流被馈送至同样位于转子上的整流器。由于增加了谐波绕组,馈入转子磁场绕组的总磁场电流增加了,因此平均转矩也增加了。我们使用 ANSYS Maxwell 进行了基于有限元分析 (FEA) 的模拟,以验证所提出的拓扑结构。结果表明,与参考模型相比,机器的平均扭矩显著增加。本文提供了详细的比较结果。
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引用次数: 0
Free Riding of Vehicle Companies under Dual-Credit Policy: An Agent-Based System Dynamics Model 双积分政策下车辆公司的自由搭乘:基于代理的系统动力学模型
IF 2.3 Q2 Engineering Pub Date : 2024-05-23 DOI: 10.3390/wevj15060227
Zhong Zhou, Yuqi Shen
The dual-credit policy promotes green transition in automobile companies. This paper investigates the dual-credit policy framework in the Chinese automotive industry, with a focus on the phenomenon of free riding. This occurs when traditional vehicle manufacturers within an alliance benefit from the excess credits generated by a transitioning vehicle company without fully committing to their own green transitioning. The focus of this study lies on an alliance constituted by a transitioning vehicle company in partnership with two traditional vehicle manufacturers, all interconnected via equity ties. Utilizing an agent-based system dynamics model, this study explores the strategic behaviors emerging from such credit collaborations and their consequent effects on operational efficiency and financial performance. The findings reveal that 1. free riding negatively impacts the transitioning company’s revenue but benefits the alliance by easing transition pressures and boosting collective performance; 2. stricter policies increase intra-alliance credit transfers and performance, while lower credit prices reduce transfer value and harm the transitioning company’s earnings. This study implies that transitioning vehicle companies with equity-linked partners can benefit from a nuanced understanding of how policy mechanisms interact with alliance dynamics under free riding. By adjusting credit transfer strategies in line with market conditions and policy trends, they can better navigate the dual-credit policy landscape, balancing individual profitability with the needs of the broader alliance and long-term sustainability goals.
双积分政策促进了汽车企业的绿色转型。本文研究了中国汽车行业的双积分政策框架,重点关注 "搭便车 "现象。这种现象是指联盟中的传统整车制造商从转型整车企业产生的超额额度中获益,而不完全致力于自身的绿色转型。本研究的重点是由一家转型汽车公司与两家传统汽车制造商组成的联盟,所有这些公司都通过股权关系相互联系。本研究利用基于代理的系统动力学模型,探讨了这种信用合作中出现的战略行为及其对运营效率和财务业绩的影响。研究结果表明:1. "搭便车 "会对转型公司的收入产生负面影响,但会通过缓解转型压力和提高集体绩效使联盟受益;2.更严格的政策会增加联盟内部的信贷转让和绩效,而较低的信贷价格会降低转让价值并损害转型公司的收益。这项研究表明,与股权挂钩的合作伙伴共同转型的整车企业可以从对政策机制如何在自由搭便车的情况下与联盟动态相互作用的细致理解中获益。通过根据市场条件和政策趋势调整信贷转让战略,它们可以更好地驾驭双重信贷政策环境,在个体盈利能力与更广泛的联盟需求和长期可持续发展目标之间取得平衡。
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引用次数: 0
Analysis of Leakage Current in Dynamic Wireless Power Transfer Systems Based on LCC-S Architecture 基于 LCC-S 架构的动态无线电力传输系统中的泄漏电流分析
IF 2.3 Q2 Engineering Pub Date : 2024-05-22 DOI: 10.3390/wevj15060225
Siyu Hou, Benhui Zhang, Yanjin Hou, Xuenan Sun, Tongkun Zhang, Xiaoyu Zhang, Qianfang Sun
This paper investigates the issue of leakage current at the transmitter in the Dynamic Wireless Power Transfer (DWPT) system for electric vehicles and puts forward a novel bilateral resonant compensation topology structure based on the conventional LCC-S architecture. Based on the LCC-S framework, a circuit model was developed for traditional (unilateral)/bilateral resonant compensation topologies. The Fourier series voltage-to-earth expansions for the power supply rail were deduced for both topologies. Subsequently, the voltage-to-earth waveforms for the power supply rail were obtained by utilizing the Fourier series expansions of the voltage-to-earth and the corresponding circuit simulation models. The results demonstrate the efficacy of the bilateral resonant compensation topology in mitigating higher-order harmonics of the voltage to earth on the power supply rail by effectively suppressing the distortion in the leakage current and minimizing its conduction. The effectiveness of the double-ended resonant compensation topology in suppressing leakage current conduction has been verified through experimental tests and waveform comparisons of the voltage to earth and leakage current on the power supply rail under two different topologies. Through experimental testing, during which the unilateral/bilateral resonant compensation topologies were compared, an analysis was conducted on the waveforms of the voltage to earth and leakage current of the power supply rail. The results verified the effectiveness of the bilateral resonant compensation topology in mitigating the conduction of leakage current. This study provides empirical evidence supporting the use of the bilateral resonant compensation topology for suppressing leakage current in power rail applications.
本文研究了电动汽车动态无线功率传输(DWPT)系统中发射器的漏电流问题,并在传统 LCC-S 架构的基础上提出了一种新型双边谐振补偿拓扑结构。基于 LCC-S 框架,为传统(单边)/双边谐振补偿拓扑结构开发了一个电路模型。针对这两种拓扑结构,推导出了电源轨的傅立叶系列电压到地扩展。随后,利用电压到地的傅里叶级数展开和相应的电路仿真模型,获得了电源轨的电压到地波形。结果表明,双边谐振补偿拓扑结构能有效抑制泄漏电流的畸变,并最大限度地减少其传导,从而有效缓解电源轨上对地电压的高阶谐波。通过对两种不同拓扑结构下电源轨上的对地电压和泄漏电流进行实验测试和波形比较,验证了双端谐振补偿拓扑结构在抑制泄漏电流传导方面的有效性。在实验测试中,对单侧/双侧谐振补偿拓扑结构进行了比较,并对电源轨的对地电压和泄漏电流波形进行了分析。结果验证了双边谐振补偿拓扑在减少泄漏电流传导方面的有效性。这项研究为在电源轨应用中使用双边谐振补偿拓扑来抑制泄漏电流提供了实证支持。
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引用次数: 0
A Predictive Cabin Conditioning Strategy for Battery Electric Vehicles 电池电动汽车的预测性车厢空调策略
IF 2.3 Q2 Engineering Pub Date : 2024-05-22 DOI: 10.3390/wevj15060224
Patrick Schutzeich, Stefan Pischinger, David Hemkemeyer, Kai Franke, Paul Hamelbeck
This paper is based on the work presented at EVS36 in Sacramento. The core of the work deals with the cabin climate control of battery electric vehicles (BEV) using model predictive control (MPC) approaches. These aim to reduce the energy demand for cabin air conditioning while maintaining comfort and air quality. The first step briefly overviews model predictive control approaches and the respective fundamentals. Afterward, the modeling for the system dynamics is explained. The challenge for the system model considering humid air is discussed, and the first implementation method is presented. With the added equations for the air quality and humidity, a logic to prevent window fogging was developed to improve safety. Ultimately, model-in-the-loop (MiL) investigations identified an energy-saving potential of up to 15.4% for cold and 39.7% for hot conditions compared to a rule-based strategy. In addition, the investigations carried out showed that it was also possible to improve indoor comfort by specifically influencing the air quality and humidity. Together with the safety criteria introduced to prevent window fogging, it was possible to present a strategy that can significantly improve thermal management for the cabin in modern BEVs.
本文基于在萨克拉门托举行的 EVS36 会议上发表的研究成果。该工作的核心涉及使用模型预测控制 (MPC) 方法对电池电动汽车 (BEV) 进行座舱气候控制。这些方法旨在减少车厢空调的能源需求,同时保持舒适性和空气质量。第一步简要概述了模型预测控制方法和各自的基本原理。随后,将解释系统动态建模。讨论了考虑潮湿空气的系统模型所面临的挑战,并介绍了第一种实施方法。通过添加空气质量和湿度方程,开发了防止窗户起雾的逻辑,以提高安全性。最终,与基于规则的策略相比,环中模型(MiL)研究发现,在寒冷和炎热条件下的节能潜力分别高达 15.4%和 39.7%。此外,调查还表明,通过对空气质量和湿度的具体影响,还可以提高室内舒适度。再加上为防止车窗起雾而引入的安全标准,我们可以提出一种能显著改善现代 BEV 车厢热管理的策略。
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引用次数: 0
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World Electric Vehicle Journal
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