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Failure assessment in lithium-ion battery packs in electric vehicles using the failure modes and effects analysis (FMEA) approach 使用故障模式和影响分析(FMEA)方法对电动汽车锂离子电池组进行故障评估
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.94-104
Rizky Cahya Kirana, Nicco Avinta Purwanto, Nadana Ayzah Azis, E. Joelianto, S. Santosa, B. Budiman, Le Hoa Nguyen, A. Turnip
The use of batteries in electric cars comes with inherent risks. As the crucial component of these vehicles, batteries must possess a highly dependable safety system to ensure the safety of users. To establish such a reliable safety system, a comprehensive analysis of potential battery failures is carried out. This research examines various failure modes and their effects, investigates the causes behind them, and quantifies the associated risks. The failure modes and effect analysis (FMEA) method is employed to classify these failures based on priority numbers. By studying 28 accident reports involving electric vehicles, data is collected to identify potential failure modes and evaluate their risks. The results obtained from the FMEA assessment are used to propose safety measures, considering the importance of the potential failure modes as indicated by their risk priority number (RPN). The design incorporates safeguards against mechanical stress, external short circuits, and thermal runaway incidents. The findings of this study enhance our understanding of electric vehicle (EV) battery safety and offer valuable insights to EV manufacturers, regulators, and policymakers, aiding them in the development of safer and more reliable electric vehicles.
在电动汽车中使用电池存在固有的风险。电池作为这些车辆的关键部件,必须具有高度可靠的安全系统,以确保用户的安全。为了建立这样一个可靠的安全系统,对潜在的电池故障进行了全面的分析。本研究考察了各种失效模式及其影响,调查了其背后的原因,并量化了相关风险。采用失效模式与影响分析(FMEA)方法,根据优先级数对故障进行分类。通过研究28份涉及电动汽车的事故报告,收集数据以识别潜在的故障模式并评估其风险。FMEA评估的结果被用来提出安全措施,考虑到潜在失效模式的重要性,它们的风险优先级数(RPN)表示。该设计包含了防止机械应力、外部短路和热失控事件的保护措施。本研究的发现增强了我们对电动汽车电池安全性的理解,并为电动汽车制造商、监管机构和政策制定者提供了有价值的见解,帮助他们开发更安全、更可靠的电动汽车。
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引用次数: 0
Analyzing the growth and trends of vertical axis wind turbine research: Insight from a bibliometric study 分析垂直轴风力涡轮机研究的增长和趋势:来自文献计量学研究的见解
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.55-61
Elysa Nensy Irawan, Nuur Wachid Abdul Majid, Liptia Venica, Fahrur Aslami, G. Fujita
Bibliometric analysis research has been done for vertical axis wind turbine (VAWT). This study aims to determine the growth of VAWT research, the number of VAWT studies in various countries and the most influential authors to find opportunities for research collaboration, and the challenges of future VAWT research. Research data was taken from Scopus in 1801 articles from 1970-2021. The software used for data interpretation was VosViewer 1.6.19 and Tableau Public 2022.2. Based on the analysis, VAWT research has tended to increase from 1970-2021, although there was a decrease from 1987-2006. The country that has conducted the most VAWT research is China, while the author with the highest number of citations is from Italy. The most dominant research topic related to VAWT research is computational fluid dynamics (CFD), which is 50.14 % of the total. A future challenge related to VAWT research is finding a suitable turbulence model for each type of VAWT or finding an airfoil optimization method so that a model with betterperformance is obtained. Opportunities for research collaboration can be carried out with China or an author with the highest number of citations who has expertise in the field of CFD.
对垂直轴风力机进行了文献计量分析研究。本研究旨在确定VAWT研究的增长,各国VAWT研究的数量和最有影响力的作者,以寻找研究合作的机会,以及未来VAWT研究的挑战。研究数据取自Scopus上1970-2021年的1801篇文章。数据解译软件为VosViewer 1.6.19和Tableau Public 2022.2。基于分析,VAWT研究在1970-2021年间呈增加趋势,尽管在1987-2006年间有所减少。进行VAWT研究最多的国家是中国,而被引用次数最多的作者是意大利。与VAWT研究相关的最主要的研究课题是计算流体动力学(CFD),占总数的50.14%。未来与VAWT研究相关的挑战是为每种类型的VAWT找到合适的湍流模型或找到一种翼型优化方法,以便获得性能更好的模型。研究合作的机会可以与中国或在CFD领域具有专业知识的被引用次数最多的作者进行。
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引用次数: 0
Quasi-dynamic hosting capacity in radial distribution feeder 径向配料器准动态承载能力
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.62-71
Riki Khomarudin, Kevin Marojahan Banjar-Nahor, N. Hariyanto
The target of massive installation of renewable energy is the focus of this research. Several industrial sectors continue to install photovoltaic rooftop to support green energy. One of the main objectives of this research is to see the maximum impact of installing a photovoltaic rooftop at 1 point of customer and spread capacity for each customer. This research uses a radial distribution network system that closely resembles the distribution network in Indonesia, where the load profile considers the load characteristics of industrial, commercial, and residential loads. This study uses the line equation theorem method to calculate the voltage rises by considering two current measurement points: the current at the end and the current at the base. The obtained voltage rise is then accumulated to be summed up with the customer afterward. The results are obtained by considering three scenarios: 1) voltage limits, 2) voltage limits and line loading, and 3) voltage limits, thermal, and harmonics in accordance with regulations. The obtained results are closely aligned with the simulations performed on the hosting capacity software such as DIgSILENT.
大规模安装可再生能源的目标是本研究的重点。一些工业部门继续安装光伏屋顶,以支持绿色能源。这项研究的主要目标之一是观察在客户的1个点安装光伏屋顶的最大影响,并为每个客户分配容量。这项研究使用了一个径向配电网系统,该系统与印度尼西亚的配电网非常相似,其中的负荷分布考虑了工业、商业和住宅负荷的负荷特征。本研究使用线方程定理方法,通过考虑两个电流测量点:端部电流和基部电流来计算电压上升。所获得的电压上升然后被累积,以便随后与客户相加。根据规定,通过考虑三种情况获得结果:1)电压限制,2)电压限制和线路负载,以及3)电压限制、热和谐波。所获得的结果与在主机容量软件(如DIgSILENT)上进行的模拟非常一致。
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引用次数: 0
Impact of road load parameters on vehicle CO₂ emissions and fuel economy: A case study in Indonesia 道路荷载参数对车辆CO的影响₂ 排放和燃油经济性:以印度尼西亚为例
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.87-93
K. F. A. Sukra, H. Priyanto, Dedy Indriatmono, Muhamad Agus Wijayanto, Irfan Yahya Ikhsanudin, Yoga Akbar Ermansyah
Carbon dioxide (CO2) contributes to the greenhouse effect and global warming. The Indonesian government has introduced a reduction in vehicle taxes based on the number of CO2 emissions, meaning that lower CO2 emissions result in lower tax rates. To measure the CO2 emissions, vehicle testing can be conducted on a chassis dynamometer using road load (R/L) parameters to assess the vehicle's loading during the test. The United Nations Economic Commission for Europe (UN ECE) Regulation no. 101 (R101) provides predefined table values for testing, but vehicle manufacturers can also provide their own R/L values, known as actual R/L. In this study, the vehicle underwent two tests: one using the R/L values from the standard table R101 and another using the actual R/L values provided by the manufacturer through coast-down results. By employing the actual R/L values, CO2 emissions can be reduced by up to 7.3 %. This reduction is achieved by lowering the vehicle's load by up to 17 % to enable optimal vehicle performance. Additionally, there is a potential improvement in fuel economy of up to 7.9 % for vehicles. These findings can serve as a reference for establishing future standard testing procedures.
二氧化碳(CO2)造成了温室效应和全球变暖。印尼政府根据二氧化碳排放量降低了车辆税,这意味着二氧化碳排放量越低,税率就越低。为了测量CO2排放量,可以在底盘测功机上使用道路负载(R/L)参数进行车辆测试,以评估测试期间的车辆负载。联合国欧洲经济委员会(UN ECE)第101号法规(R101)提供了用于测试的预定义表格值,但车辆制造商也可以提供自己的R/L值,即实际R/L。在本研究中,车辆进行了两次测试:一次使用标准表R101中的R/L值,另一次使用制造商通过滑行结果提供的实际R/L值。通过采用实际R/L值,二氧化碳排放量可减少7.3%。这一减少是通过将车辆负载降低17%来实现的,以实现最佳车辆性能。此外,车辆的燃油经济性还有可能提高7.9%。这些发现可以作为制定未来标准测试程序的参考。
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引用次数: 0
Design and implementation of capacitor array as DC converters for electrical lighting in limited area 电容器阵列作为有限区域电气照明直流变换器的设计与实现
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.80-86
A. Jaya, Irianto Irianto, Afif Aulia Rahman, Kyungmin Sung
The widely used DC-DC converters are inductor-based DC-DC converters and inductors along with combustion. The use of inductors can lead to large power losses, as well as heavy components in real terms. The proposed converter warning array aims to increase the voltage with a large increase ratio through a switching configuration process. This switching method is very simple and uses two pulses that are opposite each other so that the array converter can work optimally, whose function is to adjust the arrangement in a parallel arrangement to a series arrangement. The advantage of using a device is that it makes DC-based DC conversion lightweight and easy to implement. Tests have been carried out on 5 hanger arrays with a power of 80 W and 65 W, and the data from the test results show that the voltage increase ratio reaches 81.5 % or 4.08 times the input voltage, which indicates that the array converter warning is able to increase the input voltage according to the number of the arrays.
广泛使用的DC-DC转换器是基于电感器的DC-DC变换器和与燃烧一起使用的电感器。电感器的使用可能导致大的功率损耗,以及实际的重型组件。所提出的转换器警告阵列旨在通过开关配置过程以大的增加率来增加电压。这种切换方法非常简单,并且使用彼此相反的两个脉冲,使得阵列转换器可以最佳地工作,其功能是将并联布置中的布置调整为串联布置。使用该设备的优点是,它使基于DC的DC转换重量轻且易于实现。对5个功率分别为80W和65W的悬挂器阵列进行了测试,测试结果显示,电压增加率达到81.5%或输入电压的4.08倍,这表明阵列转换器警报能够根据阵列的数量增加输入电压。
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引用次数: 0
An optimized stator and rotor design of squirrel cage induction motor for EMU train 动车组鼠笼式异步电动机定子、转子优化设计
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.35-46
Hilda Luthfiyah, Okghi Adam Qowiy, Arga Iman Malakani, Dwi Handoko Arthanto, Fauzi Dwi Setiawan, Teddy Anugrah Ramanel, Gilang Mantara Putra, Syamsul Kamar, Asep Andi Suryandi
This paper aims to objectively calculate the 480-kW squirrel cage induction motor (SCIM) design for the electric multiple unit (EMU) trains. This is done by optimizing the stator slot and rotor slot design to get efficiency and power factor targets. The stator slot design is achieved by limiting the width and height of the stator slot pitch according to the specified range. A depth-to-width ratio is used according to the range to optimize the design of the rotor bar slot. The design process of the induction motor consists of three steps: it determines the specification design target, calculates the specified parameters of the induction motor, and simulates the design to obtain the most optimal motor design using ANSYS Maxwell. The simulation performance values obtained an efficiency of 92.547 % and a power factor of 0.915. This value is obtained from the optimization of the rotor slot and has met the minimum requirements of efficiency and power factor in designing a SCIM. The design proposed in this paper can be developed and applied in the Indonesian domestic railway manufacturing industry.
本文旨在客观地计算用于动车组(EMU)列车的480kw鼠笼式感应电动机(SCIM)设计。这是通过优化定子槽和转子槽的设计来实现的,以获得效率和功率因数目标。定子槽设计是通过在规定的范围内限制定子槽距的宽度和高度来实现的。根据范围,采用深宽比对转子棒槽进行优化设计。感应电机的设计过程包括三个步骤:确定感应电机的规格设计目标,计算感应电机的指定参数,并利用ANSYS Maxwell对设计进行仿真,以获得最优的电机设计。仿真性能值为效率为92.547%,功率因数为0.915。该值是通过转子槽的优化得到的,满足了设计SCIM时对效率和功率因数的最低要求。本文所提出的设计可以在印尼国内的铁路制造业中得到发展和应用。
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引用次数: 0
LSTM-based forecasting on electric vehicles battery swapping demand: Addressing infrastructure challenge in Indonesia 基于LSTM的电动汽车电池更换需求预测:应对印尼基础设施挑战
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.72-79
M. Z. Romdlony, Rashad Abul Khayr, A. Muharam, E. R. Priandana, S. Sasmono, M. R. Rosa, I. Purnama, Amin Amin, Ridlho Khoirul Fachri
This article aims to design a model for forecasting the number of vehicles arriving at the battery swap station (BSS). In our case, we study the relevance of the proposed approach given the rapid increase in electric vehicle users in Indonesia. Due to the vehicle electrification program from the government of Indonesia and the lack of supporting infrastructure, forecasting battery swap demands is very important for charging schedules. Forecasting the number of vehicles is done using machine learning with the long short-term memory (LSTM) method. The method is used to predict sequential data because of its ability to review previous data in addition to the current input. The result of the forecasting using the LSTM method yields a prediction score using the root-mean-square error (RMSE) of 2.3079 x 10-6 . The forecasted data can be combined with the battery charging model to acquire predicted hourly battery availability that can be processed further for optimization and scheduling.
本文旨在设计一个预测到达电池交换站(BSS)车辆数量的模型。在我们的案例中,考虑到印度尼西亚电动汽车用户的快速增长,我们研究了拟议方法的相关性。由于印尼政府的汽车电气化计划和配套基础设施的缺乏,预测电池交换需求对充电计划非常重要。车辆数量的预测是使用长短期记忆(LSTM)方法的机器学习完成的。该方法用于预测顺序数据,因为除了当前输入之外,它还能够检查以前的数据。使用LSTM方法的预测结果产生的预测分数使用均方根误差(RMSE)为2.3079 x 10-6。预测数据可以与电池充电模型相结合,获得预测的每小时电池可用性,可以进一步进行优化和调度。
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引用次数: 0
Five-axis parallel mechanism system (PMS) CNC partial link control system based on modified inverse kinematic of 6-DOF UPS parallel manipulator 基于改进的6自由度UPS并联机器人运动学逆解的五轴并联机构数控部分连杆控制系统
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.1-10
Nur Jamiludin Ramadhan, I. Indrawanto, Hoe D. Nguyen
This paper presents a control system algorithm for a five-axis parallel mechanism system (PMS) CNC milling machine based on a 6-DOF Stewart platform parallel manipulator with a universal-prismatic-spherical (UPS) configuration. The control system reads the G-Code commands as standard CNC machine language, then extract data points and interpolates them to generate the robot trajectory patterns as motion references. Then, the control system uses the modified inverse kinematic equation to determine the length of each link to move the end effector to track the trajectory patterns from the previous G-code extraction process. The inverse kinematic equation is modified especially for the five-axis PMS CNC milling machine by including machine-offset and tools-offset parameters so it will be easier for the control system to implement the kinematic equation. As expected, the system simulation results successfully followed the G-Code program moving commands. The average error of the length control system is 0,1 mm, while the average error of the length change rate control system is 1,8 mm/s. The maximum error is 26.9 mm was caused by the system's inability to follow the motion profile in transient. It can be concluded that 6-DOF Stewart platform parallel structures,which provide better performance than serial structures, can be implemented as a new concept for the motion mechanism of five-axis CNC milling machines. The five-axis PMS CNC milling machine also promises better performance than conventional five-axis gantry structures CNC.
提出了一种基于六自由度Stewart平台并联机构的五轴并联机构数控铣床的控制系统算法。控制系统将G-Code命令作为标准数控机床语言读取,然后提取数据点并进行插值,生成机器人轨迹模式作为运动参考。然后,控制系统利用修正后的运动学逆方程来确定每个连杆的长度,从而移动末端执行器来跟踪之前g码提取过程中的轨迹模式。特别针对五轴PMS数控铣床,对其运动学反方程进行了修正,增加了机床偏移量和刀具偏移量参数,使控制系统更容易实现运动学方程。正如预期的那样,系统仿真结果成功地遵循了G-Code程序的移动命令。长度控制系统的平均误差为0.1 mm,长度变化率控制系统的平均误差为1.8 mm/s。由于系统在瞬态状态下无法跟踪运动轮廓,最大误差为26.9 mm。研究结果表明,六自由度Stewart平台并联结构作为五轴数控铣床运动机构的新概念,其性能优于串联结构。五轴PMS数控铣床也承诺比传统的五轴龙门结构数控更好的性能。
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引用次数: 0
Stability analysis of a hybrid DC-DC buck converter model using dissipation inequality and convex optimization 基于耗散不等式和凸优化的混合DC-DC降压变换器模型稳定性分析
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.47-54
T. Tamba, J. Chandra, B. Hu
The stability analysis of a DC-DC buck converter is a challenging problem due to the hybrid systems characteristic of its dynamics. Such a challenge arises from the buck converter operation which depends upon the ON/OFF logical transitions of its electronic switch component to correspondingly activate different continuous vector fields of the converter’s temporal dynamics. This paper presents a sum of squares (SOS) polynomial optimization approach for stability analysis of a hybrid model of buck converter which explicitly takes into account the converter’s electronic switching behavior. The proposed method first transforms the converter’s hybrid dynamics model into an equivalent polynomial differential algebraic equation (DAE) model. An SOS programming algorithm is then proposed to computationally prove the stability of the obtained DAE model using Lyapunov’s stability concept. Based on simulation results, it was found that the proposed method requires only 8.5 seconds for proving the stability of a buck converter model. In contrast, exhaustive simulations based on numerical integration scheme require 15.6 seconds to evaluate the stability of the same model. These results thus show the effectiveness of the proposed method as it can prove the converter stability in shorter computational times without requiring exhaustive simulations using numerical integration.
由于DC-DC降压变换器的动力学特性,其稳定性分析是一个具有挑战性的问题。这种挑战来自降压转换器的操作,该操作依赖于其电子开关组件的ON/OFF逻辑转换以相应地激活转换器的时间动态的不同连续矢量场。本文提出了一种用于降压转换器混合模型稳定性分析的平方和(SOS)多项式优化方法,该方法明确考虑了转换器的电子开关行为。该方法首先将变换器的混合动力学模型转换为等效多项式微分代数方程(DAE)模型。然后,利用李雅普诺夫稳定性概念,提出了一种SOS规划算法来计算证明所获得的DAE模型的稳定性。基于仿真结果,发现所提出的方法只需要8.5秒就可以证明降压转换器模型的稳定性。相反,基于数值积分方案的详尽模拟需要15.6秒来评估同一模型的稳定性。因此,这些结果表明了所提出的方法的有效性,因为它可以在较短的计算时间内证明转换器的稳定性,而不需要使用数值积分进行详尽的模拟。
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引用次数: 0
Artificial intelligence in smart grids: A bibliometric analysis and scientific mapping study 智能电网中的人工智能:文献计量分析和科学制图研究
Pub Date : 2023-07-31 DOI: 10.14203/j.mev.2023.v14.11-34
G. Lampropoulos
The realization of sustainable development and sustainable development goals achievement are essential. Hence, the power sector digitalization is imminent. This bibliometric and mapping study aims to explore the use of artificial intelligence in smart grids and how the topic has evolved over the years. In total, ten research questions are set to be explored. The analysis includes 1,926 articles that were identified and retrieved from Scopus and Web of Science (WoS) over the period 2005 to 2022. The analysis includes the descriptive statistics of the related studies and the annual scientific production, the identification of the most relevant and impactful authors, articles, outlets, affiliations, and countries, and the examination of the most commonly used keywords. The most popular topics and the advancement of the research focus are also explored. The study examines the results, discusses the main findings, presents open issues, and suggests new research directions. The significant role of artificial intelligence in the realization of smart grids and the digitalization of the power sector to enable sustainable development and the achievement of sustainable development goals was evident.
实现可持续发展和实现可持续发展目标至关重要。因此,电力行业数字化迫在眉睫。这项文献计量和地图研究旨在探索人工智能在智能电网中的应用,以及该主题多年来的演变。总共有十个研究问题有待探讨。该分析包括2005年至2022年间从Scopus和Web of Science(WoS)中识别和检索的1926篇文章。分析包括相关研究和年度科学成果的描述性统计,确定最相关和最具影响力的作者、文章、渠道、附属机构和国家,以及检查最常用的关键词。并对最受欢迎的课题和研究重点的进展进行了探讨。该研究考察了研究结果,讨论了主要发现,提出了悬而未决的问题,并提出了新的研究方向。人工智能在实现智能电网和电力部门数字化以实现可持续发展和实现可持续发展目标方面的重要作用显而易见。
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引用次数: 0
期刊
Journal of Mechatronics Electrical Power and Vehicular Technology
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