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The Effect of Infill Angle and Build Orientation on the Impact Strength and Production Time of Porous Infill Structure 填充角和建造方向对多孔填充结构冲击强度和生产时间的影响
Pub Date : 2023-04-30 DOI: 10.31427/ijstt.2023.6.1.1
Vincent Wibisono
In developing a lightweight structure, the density of the structure can be reduced by converting a solid structure to a porous infill structure. Previous research has investigated that a triangular infill structure has the highest impact strength compared to other infill patterns. However, the impact strength of this structure may still be improved by adjusting other parameters without extending the production time. This research goal is to investigate the effect of the build orientation and infill angle on the impact strength and the production time of the triangular infill structure. To achieve that goal, this research uses a 3D printing process to manufacture a triangular infill structure made of Polylactic Acid. Seven levels of infill angle and two levels of build orientation are used to find the effect. In this experiment, twenty-six Charpy Impact specimens are printed using the Fused Deposition Modelling machine. Each specimen is printed according to ISO 179 standards and tested using a GT-7045 impact testing machine to measure the impact strength of the specimen. The results of this experiment indicate that the resistance of the on-edge build orientation to the impact load is better than the flat build orientation. The on-edge build orientation type requires less printing time compared to the flat build orientation type for each infill angle. The use of a 45-degree infill angle exhibits the highest impact resistance. To achieve the shortest printing time, the 0-degree infill angle is recommended.
在开发轻质结构时,可以通过将固体结构转换为多孔填充结构来降低结构的密度。以往的研究表明,与其他填充结构相比,三角形填充结构具有最高的冲击强度。但在不延长生产时间的情况下,通过调整其他参数仍可提高该结构的冲击强度。本研究的目的是研究建造方向和填充角度对三角形填充结构的冲击强度和生产时间的影响。为了实现这一目标,本研究使用3D打印工艺制造了由聚乳酸制成的三角形填充结构。利用七层的填充角度和两层的建筑方向来寻找效果。在本实验中,使用熔融沉积成型机打印了26个Charpy冲击试样。每个试样都按照ISO 179标准进行印刷,并使用GT-7045冲击试验机进行测试,以测量试样的冲击强度。实验结果表明,边筑面对冲击载荷的抵抗能力优于平筑面。对于每个填充角,与平面构建方向类型相比,边缘构建方向类型需要更少的打印时间。45度填充角的使用表现出最高的抗冲击性。为达到最短的打印时间,建议使用0度填充角。
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引用次数: 0
Driver Behavior Prediction Based on Environmental Observation Using Fuzzy Hidden Markov Model 基于环境观测的模糊隐马尔可夫模型驾驶员行为预测
Pub Date : 2023-04-30 DOI: 10.31427/ijstt.2023.6.1.4
Alif Rizqullah Mahdi, Y. Y. Nazaruddin, M. I. Mandasari
The development of autonomous vehicle systems has progressed rapidly in recent years. One challenge that persists is the capability of the autonomous system to respond to human drivers. Human behavior is an integral part of driving; thus, driver behavior determines changing lanes and speed adjustments. However, human behavior is unpredictable and immeasurable. Some traffic accidents are caused due to the erratic behavior of the driver. Although, traffic laws, such as in Indonesia, regulate the use of lanes concerning the vehicle’s speed. The drivers’ behavior in the lane is more likely to be influenced by the regulation. This paper proposes a novel method of predicting drivers’ behavior by utilizing the concept of fuzzy Hidden Markov Model (fuzzy HMM). HMM has been proven reliable in predicting human behavior by observing measurable states to determine unmeasurable hidden states. The use of fuzzy logic is to mimic the way that humans perceive the speeds of other vehicles. The fuzzy logic determines the relative observed state of other vehicles according to the measured velocity of an ego vehicle and the observed state of observed vehicles. Observation data is obtained by equipping an ego vehicle with an action camera. The observed data, in the form of a video, is then discretized every 2 seconds. The resulting sequence of images is processed to determine several variables: speed and state of the observed vehicles (lane position and speed) and the time instance of the observation. The fuzzy HMM is generated based on observational data. A predictor created using fuzzy HMM equipped with a training and prediction algorithm successfully predicts the behavior of other drivers on the road.
近年来,自动驾驶汽车系统的发展进展迅速。一个持续存在的挑战是自动驾驶系统对人类驾驶员做出反应的能力。人类行为是驾驶的一个组成部分;因此,驾驶员的行为决定了换道和速度调整。然而,人类的行为是不可预测和不可估量的。有些交通事故是由于驾驶员的不稳定行为造成的。不过,印尼等国的交通法规根据车辆的速度对车道的使用进行了规定。驾驶员在车道内的行为更容易受到法规的影响。本文提出了一种利用模糊隐马尔可夫模型(fuzzy HMM)的概念来预测驾驶员行为的新方法。HMM通过观察可测状态来确定不可测隐藏状态来预测人类行为,已被证明是可靠的。使用模糊逻辑是为了模仿人类感知其他车辆速度的方式。模糊逻辑根据自我车辆的速度测量值和被观察车辆的观察状态确定其他车辆的相对观察状态。观测数据是通过装备一辆装有运动相机的自动驾驶汽车获得的。观察到的数据,以视频的形式,然后每2秒离散一次。处理产生的图像序列以确定几个变量:观察车辆的速度和状态(车道位置和速度)以及观察的时间实例。模糊HMM是基于观测数据生成的。使用配备训练和预测算法的模糊HMM创建的预测器成功地预测了道路上其他驾驶员的行为。
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引用次数: 0
Lightweight Design and Structural Analysis of a Wheel Rim Using Finite Element Method and Its Effect on Fuel Economy and Carbon Dioxide Emission 轮辋轻量化设计与结构有限元分析及其对燃油经济性和二氧化碳排放的影响
Pub Date : 2023-04-30 DOI: 10.31427/ijstt.2023.6.1.3
T. Islam, Shakik Ahnaf, M. M. Mamun, Abu Saleh Muhammad Musa
Wheel rims made of metal alloy considerably impact the vehicle’s overall weight. Consequently, employing alloys in the design of wheels results in higher fuel efficiency and lower carbon dioxide emissions. Weight reduction of vehicles also leads to better acceleration. Lightweight automotive design has been increasingly popular in recent years as a means of conserving energy and protecting the environment. The rim is an essential feature of the vehicle since it bears a substantial portion of its overall weight. A vehicle’s weight can be greatly reduced by using a lightweight rim. However, the impact of a lightweight rim on improved fuel economy and reduced carbon dioxide emissions has not been widely explored. In this study, a wheel rim has been designed, and a finite element model has been developed considering radial load, where tire pressure has also been considered. A practical experiment with identical parameters had also been carried out. The values of equivalent stress, strain, and deformation for a metal and an alloy which is steel and cast aluminum alloy (A356.0), respectively, have been compared. In terms of structural stability, steel and cast aluminum alloy have shown fairly similar results based on equivalent stress and deformation. However, the use of cast aluminum alloy has greatly decreased the rim’s weight as a result of its low density and high specific strength. Additionally, the aluminum alloy rim has shown superior fuel efficiency and lower carbon dioxide emissions. According to the findings, cast aluminum alloy rims are more feasible when building a vehicle wheel rim since they minimize the wheel’s and vehicle’s weight while maintaining structural strength. It leads to less fuel consumption, which can save fuel costs and is important for energy conservation.
由金属合金制成的轮辋对车辆的整体重量影响很大。因此,在车轮设计中采用合金可以提高燃油效率,降低二氧化碳排放量。车辆的重量减轻也会带来更好的加速。近年来,汽车轻量化设计作为一种节约能源和保护环境的手段越来越受欢迎。轮辋是车辆的基本特征,因为它承担了其整体重量的很大一部分。使用轻质轮辋可以大大减轻车辆的重量。然而,轻型轮辋对提高燃油经济性和减少二氧化碳排放的影响尚未得到广泛探讨。在本研究中,设计了一个轮辋,并建立了考虑径向载荷的有限元模型,其中轮胎压力也被考虑在内。并进行了参数相同的实际试验。比较了一种金属和一种合金(钢和铸铝合金(A356.0))的等效应力、应变和变形值。在结构稳定性方面,基于等效应力和变形,钢和铸铝合金表现出相当相似的结果。然而,铸铝合金的使用大大减少了轮辋的重量,因为它的低密度和高比强度的结果。此外,铝合金轮辋已显示出优越的燃油效率和更低的二氧化碳排放。根据研究结果,铸造铝合金轮辋在制造汽车轮辋时更可行,因为它们在保持结构强度的同时最大限度地减少了车轮和车辆的重量。它可以减少燃料消耗,从而节省燃料成本,对节能具有重要意义。
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引用次数: 0
Development of Digital Twin Platform for Electric Vehicle Battery System 电动汽车电池系统数字双平台的开发
Pub Date : 2023-04-30 DOI: 10.31427/ijstt.2023.6.1.2
Putu Handre Kertha Utama, Irsyad Nashirul Haq, E. Leksono, Muhammad Iqbal Juristian, Ghulam Azka Alim, J. Pradipta
The battery system in electric vehicles needs proper monitoring and control to ensure reliable, efficient, and safe operation. Recent advancement in cyber-physical technology has brought the emerging digital twin concept. This concept opens a new possibility of real-time condition monitoring and fault diagnosis of the battery system. Although it sounds promising, the concept implementation still faces many challenges. One of the challenges is the availability of a platform to develop digital twins, which involves data pipelines and modeling tools. The data pipeline will include the acquisition, storing, and extract-transform-load (ETL) with high velocity, volume, value, variety, and veracity data, known as big data. The modeling tools must provide applications to build the high-fidelity model, one of the required elements of the digital twin. Based on those urgencies, this paper proposes a platform that facilitates a digital twinning of the battery system in an electric vehicle. The platform is built on the open-source framework CDAP, equipped with a data pipeline and modeling tools. It has run several performance tests with different computation resource configurations and workloads. Doubling the processing power can reduce 12% of computation time while increasing memory size by four times only reduces 10% of computation time. The result shows that the processing power affects the performance digital twin platform more than the memory size.
为了保证电动汽车电池系统的可靠、高效、安全运行,需要对电池系统进行适当的监控。最近网络物理技术的进步带来了新兴的数字孪生概念。这一概念为电池系统的实时状态监测和故障诊断开辟了新的可能性。虽然听起来很有希望,但概念的实现仍然面临许多挑战。其中一个挑战是开发数字孪生的平台的可用性,这涉及到数据管道和建模工具。数据管道将包括获取、存储和提取-转换-加载(ETL),这些数据具有高速度、高容量、高价值、多样化和高准确性,被称为大数据。建模工具必须提供应用程序来构建高保真模型,这是数字孪生的必要元素之一。基于这些紧迫性,本文提出了一个促进电动汽车电池系统数字孪生的平台。该平台建立在开源框架CDAP之上,配备了数据管道和建模工具。它使用不同的计算资源配置和工作负载运行了几个性能测试。处理能力增加一倍可以减少12%的计算时间,而内存大小增加四倍只能减少10%的计算时间。结果表明,处理能力比内存大小更能影响数字孪生平台的性能。
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引用次数: 0
Thermomechanical Modeling of an Exhaust Manifold 排气歧管的热力学建模
Pub Date : 2023-04-30 DOI: 10.31427/ijstt.2023.6.1.5
Intan K Kushairi, M. Awang, Aidil Ab Rahman, I. Putra, Iman Kartolaksono
The commonly used form of transportation mostly relies on-road vehicles nowadays. A vehicle is a mechanism to commute between places with higher efficiency and less time consumption. A vehicle usually consists of multiple working components, in which the engine is well-known to be one of its most crucial components. Although it can be considered the most vital component in a vehicle, the knowledge gaps for an engine are still unlimited. So much more potential can be explored for an engine to reach its maximum capabilities. Part of the perspective that should be explored is to study the engine’s thermal properties. This paper aims to investigate the effect of varying temperatures at the exhaust manifold under a certain amount of time spans. The temperature varied from low to high and vice versa for 6 cycles. The results revealed that the exhaust manifold had undergone an alteration in the strain of the body’s elasticity. Because of that, the displacement of the exhaust manifold, load distribution, and direction have also been affected.
现在常用的运输方式主要依靠公路车辆。交通工具是一种高效、省时的交通工具。车辆通常由多个工作部件组成,其中发动机是众所周知的最关键的部件之一。虽然它可以被认为是车辆中最重要的部件,但关于发动机的知识差距仍然是无限的。因此,发动机可以探索更多的潜力,以达到其最大能力。应该探索的部分观点是研究发动机的热性能。本文的目的是研究在一定时间跨度内,排气歧管温度变化的影响。温度由低到高,由高到低变化了6个周期。结果表明,排气歧管在机体的弹性应变上发生了变化。因此,排气歧管的排量、负荷分布和方向也受到了影响。
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引用次数: 0
Cellular Structure Design and Manufacturability for Electric Vehicle: A Review 电动汽车蜂窝结构设计与可制造性研究进展
Pub Date : 2022-10-31 DOI: 10.31427/ijstt.2022.5.2.5
Asep Indra Komara, B. Budiwantoro, R. Setiawan
Cellular structures can be classified into foams, honeycombs, and lattice structures. Each type of structure has its characteristics. Various applications of cellular structures can be found in aviation, bioengineering, automotive, and other fields. In the automotive sector, cellular structures have been used for structural applications and impact- absorbing modules, for example, for protecting the electric vehicle battery pack against impact loading. The challenges that limit the application of cellular structures today include systematically designing pseudo-random cellular structures, assessing which cellular patterns are most suitable for a particular application, and mastery of manufacturing technology for efficient mass production of cellular structures. In this paper, the authors examine the state-of-the-art technology in geometry, applications, and manufacturing of various cellular structures carried out by researchers to obtain an overview of the current conditions for further development of these cellular structures. Limited manufacturing capabilities encourage researchers to design an optimal cellular structure to be applied to a particular function but have high manufacturability. The development of additive manufacturing technology has provided opportunities for researchers to produce an optimal cellular structure commercially soon.
细胞结构可分为泡沫结构、蜂窝状结构和晶格结构。每种类型的结构都有其特点。细胞结构的各种应用可以在航空、生物工程、汽车和其他领域找到。在汽车领域,蜂窝结构已被用于结构应用和冲击吸收模块,例如,用于保护电动汽车电池组免受冲击载荷的影响。目前限制细胞结构应用的挑战包括系统地设计伪随机细胞结构,评估哪种细胞模式最适合特定应用,以及掌握有效批量生产细胞结构的制造技术。在本文中,作者研究了由研究人员进行的各种细胞结构的几何,应用和制造方面的最先进技术,以获得这些细胞结构进一步发展的当前条件的概述。有限的制造能力促使研究人员设计一种适用于特定功能但具有高可制造性的最佳细胞结构。增材制造技术的发展为研究人员尽快生产出最佳的商业化细胞结构提供了机会。
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引用次数: 2
Design and Prototyping of a Simple Test Rig for Fuel Cock Assy 燃油旋塞总成简易试验台的设计与样机制作
Pub Date : 2022-04-30 DOI: 10.31427/ijstt.2022.5.1.3
I. P. Nurprasetio, Sarid Mejiartono, A. Wibowo
This work focuses on the design, manufacturing, and testing of a simple test rig for fuel cock assy. The test rig is needed to facilitate the testing of the fuel cock assy prototype that has been reverse-engineered before the component is directly applied and used in motorcycles. Several design concepts of test rigs are proposed and evaluated. The main parts of the test rig are the fuel hose, valve, T-connector, vacuum pressure gage, and hand-suction pump. Upon completion of the assembling process, a series of testing is conducted to see the performance of the test rig. The result indicates that the test rig is working well despite its simplicity. In addition, there is still room for improvement, among others, is the design of supporting stand to gain a better aesthetic value. As for future work, the prototype has ample opportunity to be upgraded into a sophisticated test rig by adding sensors and microcontrollers to allow automatic testing.
这项工作的重点是设计、制造和测试一个简单的燃油旋塞总成测试台,该测试台是为了便于对燃油旋塞总成原型进行测试,该原型在该组件直接应用和使用于摩托车之前已经进行了逆向工程。提出并评价了几种试验台的设计概念。试验台的主要部件是燃油软管、阀门、t型接头、真空压力表、手吸泵。在完成组装过程后,进行一系列测试以查看试验台的性能。结果表明,该试验台结构简单,但运行良好。此外,还有改进的空间,其中,是支撑架的设计,以获得更好的审美价值。至于未来的工作,原型有足够的机会升级为一个复杂的测试平台,通过添加传感器和微控制器,以允许自动测试。
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引用次数: 0
Control Strategy in Electric Vehicle: A Visualized Bibliometric Analysis 电动汽车控制策略:一种可视化文献计量分析
Pub Date : 2022-04-30 DOI: 10.31427/ijstt.2022.5.1.4
Muhammad Rizalul Wahid, Diky Zakaria, Elysa Nensy Irawan, E. Joelianto
Control strategy has an important role in electric vehicles. It determines the efficiency and performance of electric vehicles. This study analyzes the control strategies on electric vehicles by a bibliometric analysis using VOSviewer, Open Refine and Tableau Public software. In this study, the dataset was taken from Scopus. The number of articles used is 1403 documents. The keywords used in Scopus database based on TITLE-ABS-KEY (title, abstract, keyword) are "control strategy" AND "electric vehicle" OR "EV". Based on the result analysis, the number of studies on control strategies in electric vehicles continues to increase from 2013 to 2022. Result analysis of this study provides information that the latest research trend related to control strategies in electric vehicles is wireless power transfer, switched reluctance motor, energy consumption, robust control, disturbance observer, battery life, deep reinforcement learning, reinforcement learning, ECMS and fuzzy logic control. We find that the most influential and productive authors are from China.
控制策略在电动汽车中具有重要的作用。它决定了电动汽车的效率和性能。本研究利用VOSviewer、Open Refine和Tableau Public软件对电动汽车的控制策略进行了文献计量分析。在本研究中,数据集取自Scopus。使用的文章数量是1403个文档。基于title - abs - key(标题、摘要、关键词)的Scopus数据库中使用的关键词是“控制策略”和“电动汽车”或“EV”。根据结果分析,2013年至2022年,电动汽车控制策略的研究数量持续增加。研究结果分析表明,电动汽车控制策略的最新研究趋势是无线电力传输、开关磁阻电机、能量消耗、鲁棒控制、干扰观测器、电池寿命、深度强化学习、强化学习、ECMS和模糊逻辑控制。我们发现最具影响力和生产力的作者来自中国。
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引用次数: 1
Bibliometric Analysis of Nano-Sized Agricultural Waste Brake Pads Research During 2018-2022 Using VOSviewer 基于VOSviewer的2018-2022年纳米农业废弃物刹车片研究文献计量学分析
Pub Date : 2022-04-30 DOI: 10.31427/ijstt.2022.5.1.2
Sahar Deni, A. Nandiyanto
The agricultural brake pad is one solution to reduce the danger of using asbestos in-vehicle systems. This research aims to conduct bibliometric analysis in nano-sized agricultural waste brake pads by combining mapping analysis using VOSviewer software. Application reference manager used to obtain research data. The data received results from a search based on the keyword “Brake pads, Nano-sized, Agricultural waste.” The search results found 1000 relevant published articles in 2018-2022. The results showed that research on nano-sized agricultural waste brake pads has been increasing through the year, and research continues with a high number of publications in early 2022. This study demonstrates the importance of bibliometric analysis in analyzing data on what phenomena happen. This research is expected to help and become a reference for researchers in conducting and determining the research themes.
农业刹车片是一个解决方案,以减少使用石棉车内系统的危险。本研究旨在结合VOSviewer软件的制图分析,对纳米级农业废旧刹车片进行文献计量分析。应用参考管理器用于获取研究数据。这些数据是基于关键词“刹车片,纳米级,农业废弃物”的搜索结果。搜索结果显示,在2018-2022年期间,有1000篇相关的已发表文章。结果表明,对纳米农业废弃物刹车片的研究在这一年中一直在增加,研究继续进行,2022年初发表了大量论文。本研究证明了文献计量学分析在分析现象发生的数据中的重要性。本研究可望为研究人员进行及确定研究主题提供参考。
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引用次数: 4
Portable Child Seat Design for Motorcycle in the Front and Back Positions 摩托车前后位置便携式儿童座椅设计
Pub Date : 2021-10-31 DOI: 10.31427/ijstt.2021.4.2.3
F. Triawan, Putri Angelica, Desinta Dewi Ramadani, Pusva Juliana
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引用次数: 0
期刊
International Journal of Sustainable Transportation Technology
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