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Comparison of Feedback Field-Weakening Techniques for Synchronous Machines with Permanent Magnets 永磁同步电机反馈弱场技术的比较
Pub Date : 2023-11-13 DOI: 10.3390/vehicles5040091
Anton Dianov
In recent decades the market share of electrical cars has increased significantly, which has paved the way for the development of automotive electronics. Some of the most important parts of modern electrical vehicles are motor drives, which are used in car training and mechanization. Electrical drives are used in powertrains for traction, in air conditioning systems to cool cars and their parts, in doors for opening/closing as well as window movements, etc. The most popular motor type in electrical vehicles is synchronous motors with permanent magnets, which are compact and provide high torque. However, these motors require the development of control systems for proper operation. This system has to have the capacity to implement several state-of-the-art techniques, which can fully utilize motor potential, increase its efficiency, and decrease battery usage. One of these techniques is field-weakening, which overcomes speed limitations due to a lack of supply voltage and increases the motor’s speed operation range. This paper discusses the most popular approaches to field-weakening, including a new method proposed by the author. It considers both the pros and cons of each approach and provides recommendations for their usage. After that, this manuscript demonstrates the experimental results of each field-weakening technique obtained in the same motor drive, compares their performance, and discusses their strengths and weaknesses. Finally, the experimental part demonstrates that the proposed field-weakening approach demonstrates similar dynamics in load transients but provides 10 times less load to the microcontroller.
近几十年来,电动汽车的市场份额显著增加,这为汽车电子的发展铺平了道路。现代电动汽车的一些最重要的部分是电机驱动器,用于汽车培训和机械化。电力驱动系统用于牵引动力系统,用于冷却汽车及其部件的空调系统,用于打开/关闭门以及移动窗户等。电动汽车中最受欢迎的电机类型是带有永磁体的同步电机,它结构紧凑,提供高扭矩。然而,这些电机需要开发控制系统才能正常运行。该系统必须有能力实施几种最先进的技术,这可以充分利用电机的潜力,提高其效率,并减少电池的使用。其中一种技术是减弱磁场,它克服了由于缺乏供电电压而导致的速度限制,并增加了电机的速度运行范围。本文讨论了目前最流行的弱场方法,包括作者提出的一种新方法。它考虑了每种方法的优点和缺点,并提供了使用它们的建议。然后,本文展示了在同一电机驱动器上得到的各种弱磁场技术的实验结果,比较了它们的性能,并讨论了它们的优缺点。最后,实验部分表明,所提出的磁场减弱方法在负载瞬态中表现出相似的动态特性,但对微控制器的负载减少了10倍。
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引用次数: 0
Synthetic Drivers’ Performance Measures Related to Vehicle Dynamics to Control Road Safety in Curves 基于车辆动力学的弯道安全控制驾驶员综合性能指标研究
Pub Date : 2023-11-09 DOI: 10.3390/vehicles5040090
Gaetano Bosurgi, Orazio Pellegrino, Alessia Ruggeri, Giuseppe Sollazzo
The road alignment design relies on the knowledge of vehicle dynamics variables. However, it assumes that drivers faithfully follow the lane axis on straights and curves. Deviating from this assumption leads to unexpected outcomes and can significantly impact users’ safety. In this context, vehicle speed and longitudinal acceleration play a crucial role as key references in the international standards. They provide insights into critical driving aspects; therefore, it is essential to thoroughly analyze their real trends. Broad data collection campaigns should derive synthetic indicators in order to highlight eventual significant deviations between the ideal and real dynamics. To achieve this objective, the authors propose some indexes deduced during an experimental study with a Sim-Easy driving simulator, by AVSimulation. Importantly, these indicators can be freely applied in real driving scenarios without limitations. These indexes were tested on four different horizontal curves and proved effective in identifying relevant characteristics related to longitudinal acceleration and speed. Looking ahead, by analyzing similar data for numerous driving contexts on real roads, infrastructure managers could use this methodology to identify those sections with increased vulnerability for users’ safety. Moreover, the collected data from sensors, processed using these indicators, can be filtered and transmitted to users (via ADAS tools) while driving on a specific road to provide timely warnings about potential difficulties. The indicators control the physical variable (acceleration or speed) on a certain geometric element with reference to what is prescribed by the standard. For example, the acceleration indicators are normalized with respect to a threshold value while for speed indexes, the result depends on the difference between the end control points of the geometrical element. In both cases, international regulations report prescribed or recommended reference values, so the analyst is immediately aware of any critical issues in the maneuver.
道路线形设计依赖于车辆动力学变量的知识。然而,它假设驾驶员在直道和弯道上忠实地遵循车道轴。偏离这一假设将导致意想不到的结果,并可能严重影响用户的安全。在这种情况下,车速和纵向加速度作为国际标准的关键参考,发挥着至关重要的作用。它们提供了对关键驱动方面的见解;因此,有必要彻底分析他们的真实趋势。广泛的数据收集运动应得出综合指标,以便突出理想动态与实际动态之间的最终重大偏差。为了实现这一目标,作者提出了通过AVSimulation在Sim-Easy驾驶模拟器上进行实验研究得出的一些指标。重要的是,这些指标可以不受限制地自由应用于实际驾驶场景。在四条不同的水平曲线上对这些指标进行了测试,结果证明这些指标能够有效识别与纵向加速度和速度相关的相关特征。展望未来,通过分析真实道路上众多驾驶环境的类似数据,基础设施管理人员可以使用这种方法来识别那些对用户安全更容易受到攻击的路段。此外,从传感器收集的数据,使用这些指标进行处理,可以在特定道路上行驶时(通过ADAS工具)过滤并传输给用户,以及时提供潜在困难的警告。这些指标根据标准的规定来控制某一几何元素上的物理变量(加速度或速度)。例如,加速度指标相对于阈值进行归一化,而速度指标的结果取决于几何元素的末端控制点之间的差异。在这两种情况下,国际规则报告规定的或推荐的参考值,因此分析人员立即意识到操作中的任何关键问题。
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引用次数: 0
Hybridisation Concept of Light Vehicles Utilising an Electrified Planetary Gear Set 利用电气化行星齿轮组的轻型车辆混合动力概念
Pub Date : 2023-11-07 DOI: 10.3390/vehicles5040088
Michael Engels, Moritz Jakoby, Timm Fahrbach, Jakob Andert
Climate change and air pollution are two significant challenges facing our society and represent a major driver for new developments in the transport sector. As a consequence, automotive manufacturers have focused on the electrification of vehicle propulsion systems and offer a wide range of hybrid and full-electric vehicles in different classes. However, in the world’s most densely populated metropolitan areas, small and lightweight vehicles are key for the mobility of millions. Traditionally these vehicles have provided cost-effective transportation which is difficult to preserve with vehicle electrification. Many of these light vehicles, such as scooters and all-terrain vehicles, use internal combustion engines in combination with a continuously variable rubber belt transmission which provides a simple, comfortable and cost-effective transmission technology but with poor efficiency and high maintenance costs. In this contribution, a novel full hybrid powertrain concept is proposed that offers a similar driving experience to conventional continuously variable transmissions while providing significantly improved performance and fuel economy combined with low system complexity. In its basic configuration, the hybrid powertrain can operate without active actuators and even with mechanical throttle control of the internal combustion engine. This minimalist approach reduces system costs and helps to create a competitive solution for price-sensitive markets. The hybrid system is based on a planetary gear set that combines the internal combustion engine and an electric motor. It is complemented by a centrifugal clutch and one-way clutch, resulting in different operating modes for low and high speeds as well as for electric driving. This paper describes the mechanical design and control approach of the proposed hybrid powertrain layout. In order to evaluate the basic functionalities, a prototype vehicle was built and tested. This contribution shows the integration of the hybrid powertrain concept in a prototype vehicle and proves the fulfilment of all required full hybrid functionalities.
气候变化和空气污染是我们社会面临的两大挑战,也是推动交通行业发展的主要动力。因此,汽车制造商将重点放在了汽车推进系统的电气化上,并提供了各种不同级别的混合动力和全电动汽车。然而,在世界上人口最密集的大都市地区,小型和轻型车辆是数百万人出行的关键。传统上,这些车辆提供了具有成本效益的运输,而随着车辆电气化,这些运输难以保持。许多这些轻型车辆,如踏板车和全地形车,使用内燃机与无级变速胶带传动相结合,提供了一种简单,舒适和经济高效的传动技术,但效率差,维护成本高。在这篇文章中,提出了一种全新的全混合动力系统概念,它提供了与传统无级变速器相似的驾驶体验,同时显著提高了性能和燃油经济性,同时降低了系统复杂性。在其基本配置中,混合动力系统可以在没有主动执行器的情况下运行,甚至可以使用内燃机的机械油门控制。这种极简的方法降低了系统成本,并有助于为价格敏感的市场创造有竞争力的解决方案。混合动力系统是基于一个行星齿轮组,它结合了内燃机和电动机。它是由离心式离合器和单向离合器补充,导致不同的操作模式,为低,高速度以及电动驾驶。本文介绍了所提出的混合动力系统布局的机械设计和控制方法。为了评估基本功能,建造了一辆原型车并进行了测试。这一成果展示了混合动力系统概念在原型车中的整合,并证明了所有所需的全混合动力功能的实现。
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引用次数: 0
Diesel Particle Filter Requirements for Euro 7 Technology Continuously Regenerating Heavy-Duty Applications 柴油颗粒过滤器要求欧7技术不断再生重型应用
Pub Date : 2023-11-07 DOI: 10.3390/vehicles5040089
Athanasios Mamakos, Dominik Rose, Anastasios Melas, Roberto Gioria, Ricardo Suarez-Bertoa, Barouch Giechaskiel
The upcoming Euro 7 regulation for Heavy-Duty (HD) vehicles is calling for a further tightening of the Solid Particle Number (SPN) emissions by means of both lowering the applicable limits and shifting the lowest detectable size from 23 nm (SPN23) to 10 nm (SPN10). A late-technology diesel HD truck was tested on a chassis dynamometer in order to assess the necessary particle filtration requirements for a continuously regenerating system. The study showed that passive regeneration under real-world operating conditions can lead to a significant release of SPN10 particles from the current technology Diesel Particulate Filter (DPF) when soot-loaded, even exceeding the currently applicable emission limits. The actual emissions during passive regeneration and following the clean-up of the DPF exceeded the proposed Euro 7 limits by more than an order of magnitude. A prototype DPF, exhibiting a 99% filtration efficiency when clean, was shown to effectively control SPN10 emissions under both operating conditions. The shift to SPN10 also necessitates control of nanoparticles forming inside the Selective Catalytic Reduction (SCR) system, which for the tested truck exceeded the proposed (hot) limit by up to 56%. A dedicated particle filter specifically designed to capture these particles was also evaluated, showing a better than 60% efficiency. The key message of this study is that SPN emissions can be kept at low levels under all conditions.
即将出台的针对重型(HD)车辆的欧7法规要求通过降低适用限值和将最低可检测尺寸从23纳米(SPN23)改为10纳米(SPN10),进一步收紧固体颗粒数(SPN)排放。为了评估连续再生系统所需的颗粒过滤要求,在底盘测力仪上对一辆最新技术的柴油HD卡车进行了测试。研究表明,在实际操作条件下,被动再生会导致当前技术的柴油颗粒过滤器(DPF)在装载烟灰时释放大量SPN10颗粒,甚至超过目前适用的排放限值。在被动再生期间和DPF清理后的实际排放量超过了提议的欧7限制,超过了一个数量级。DPF的原型在清洁时显示出99%的过滤效率,在两种操作条件下都有效地控制了SPN10的排放。向SPN10的转变还需要控制在选择性催化还原(SCR)系统内形成的纳米颗粒,对于测试卡车来说,这超过了建议的(热)限制高达56%。专门设计用于捕获这些颗粒的专用颗粒过滤器也进行了评估,显示出优于60%的效率。这项研究的关键信息是,在所有条件下,SPN的排放都可以保持在低水平。
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引用次数: 0
A Co-Simulation Platform with Tire and Brake Thermal Model for the Analysis and Reproduction of Blanking 基于轮胎和制动热模型的下料分析与再现联合仿真平台
Pub Date : 2023-11-06 DOI: 10.3390/vehicles5040087
Fabio Romagnuolo, Stefano Avolio, Gabriele Fichera, Marco Ruffini, Raffaele Stefanelli, Francesco Timpone
In the world of motorsports engineering, improving brake performance is a crucial goal. One significant factor that affects this performance is the increase in brake disc temperature due to reduced cooling airflow, a phenomenon called “blanking”. This temperature increase also impacts the rim and the air inside the tire, causing changes in tire temperature and pressure, which affects the vehicle’s performance. Properly adjusting the brake blanking can be essential to keep the tire running at the right temperature, resulting in maximization of the performance on track. To address this complex problem, this study describes the problem of cooling brake discs, and this problem is then used as an opportunity to introduce a new variable in order to optimize the performance of the vehicle. By changing the thermal evolution of the brake disc, through the blanking, it can change a large percentage of heat that heats the tire. When combining an existing brake model in the literature with a tire thermal model in a co-platform simulation, it was seen that it is possible to work these two models together with the aim of being able to obtain the prediction of the optimal blanking value to be adopted before proceeding on track, thus saving time and costs.
在赛车工程领域,提高制动性能是一个至关重要的目标。影响这一性能的一个重要因素是由于冷却气流减少而导致制动盘温度升高,这种现象称为“落料”。这种温度的升高也会影响轮辋和轮胎内的空气,引起轮胎温度和压力的变化,从而影响车辆的性能。适当调整刹车下料对于保持轮胎在合适的温度下运行至关重要,从而使赛道上的性能最大化。为了解决这个复杂的问题,本研究描述了冷却制动盘的问题,然后将此问题作为引入新变量的机会,以优化车辆的性能。通过改变制动盘的热演化,通过下料,它可以改变加热轮胎的很大比例的热量。将文献中已有的制动模型与轮胎热模型结合在一起进行协同平台仿真时,可以看到,将这两个模型结合在一起,可以在进入轨道之前预测出要采用的最优下料值,从而节省时间和成本。
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引用次数: 0
A Practical Implementation of Quantum-Derived Keys for Secure Vehicle-to-Infrastructure Communications 安全车对基础设施通信的量子衍生密钥的实际实现
Pub Date : 2023-11-04 DOI: 10.3390/vehicles5040086
Daniel S. Fowler, Carsten Maple, Gregory Epiphaniou
We provide a practical implementation of a free space optical quantum key distribution (FSO-QKD) system within a vehicle-to-infrastructure (V2I) application developed under the Innovate UK AirQKD project. The FSO-QKD system provides the quantum secure encryption keys that serve as the foundation for secure communications throughout the V2I application to address known concerns over V2I security. This document includes summaries of the quantum key generation process and the deployed V2I technology. Subsequently, a high-level view of the system design, the practical experiment, and its execution are presented. Multiple AirQKD project partners developed technologies ranging from semiconductors and hardware to security protocols and software, to enable the QKD-secured V2I system. The developed technology includes a novel zero-trust security protocol used to protect the V2I communications, ensuring that spoofed V2I messages from a compromised device are not accepted by the system.
我们在Innovate UK AirQKD项目下开发的车辆到基础设施(V2I)应用程序中提供自由空间光学量子密钥分发(FSO-QKD)系统的实际实现。FSO-QKD系统提供量子安全加密密钥,作为整个V2I应用程序安全通信的基础,以解决已知的V2I安全问题。本文档包括量子密钥生成过程和部署的V2I技术的摘要。随后,介绍了系统的总体设计、实际实验和实现过程。多个AirQKD项目合作伙伴开发了从半导体和硬件到安全协议和软件的技术,以实现qkd安全的V2I系统。开发的技术包括一种新的零信任安全协议,用于保护V2I通信,确保来自受损设备的欺骗V2I消息不被系统接受。
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引用次数: 0
Design of a Fuel Cell/Battery Hybrid Power System for a Micro Vehicle: Sizing Design and Hydrogen Storage Evaluation 微型车辆燃料电池/电池混合动力系统设计:尺寸设计和储氢评估
Pub Date : 2023-11-03 DOI: 10.3390/vehicles5040085
Zayd Aslam, Adrian Felix, Christos Kalyvas, Mahmoud Chizari
This work focuses on the design of a hybrid proton exchange membrane fuel cell (PEMFC) solution for any micro vehicle such as an unmanned aerial vehicle (UAV). A hydrogen fuel cell can provide extended operation, low emissions, and a highly efficient form of energy storage compared with alternative methods, while a battery can be used as an additional energy storage system to support the transient and higher loads required by the UAV, which are not suitable for normal fuel cell operation. The choice of hydrogen storage is one of the main challenges in using hydrogen as an energy carrier. The current study discusses a range of hydrogen storage technologies and provides a methodology for selection for a given application. A sizing design methodology for a hybrid fuel cell system is proposed. Then, it is applied to a case study to demonstrate its implementation.
这项工作的重点是设计一种混合质子交换膜燃料电池(PEMFC)解决方案,适用于任何微型交通工具,如无人机(UAV)。与替代方法相比,氢燃料电池可以提供扩展操作、低排放和高效的能量存储形式,而电池可以用作额外的能量存储系统,以支持无人机所需的瞬态和更高负载,这些负载不适合正常的燃料电池操作。氢储存的选择是使用氢作为能量载体的主要挑战之一。目前的研究讨论了一系列储氢技术,并为特定应用提供了一种选择方法。提出了一种混合燃料电池系统的尺寸设计方法。然后,将其应用于一个案例研究,以演示其实现。
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引用次数: 0
Effectiveness of the Autonomous Braking and Evasive Steering System OPREVU-AES in Simulated Vehicle-to-Pedestrian Collisions 自动制动与避碰转向系统OPREVU-AES在模拟车人碰撞中的有效性
Pub Date : 2023-11-02 DOI: 10.3390/vehicles5040084
Ángel Losada, Francisco Javier Páez, Francisco Luque, Luca Piovano
This paper proposes a combined system (OPREVU-AES) that integrates optimized AEB and Automatic Emergency Steering (AES) to generate evasive maneuvers, and it provides an assessment of its effectiveness when compared to a commercial AEB system. The optimized AEB system regulates the braking response through a collision prediction model. OPREVU is a research project in which INSIA-UPM and CEDINT-UPM cooperate to improve driving assistance systems and to characterize pedestrians’ behavior through virtual reality (VR) techniques. The kinematic and dynamic analysis of OPREVU-AES is conducted using CarSim© software v2020.1. The avoidance trajectories are predefined for speeds above 40 km/h, which controls the speed and lateral stability during the overtaking and lane re-entry process. In addition, the decision algorithm integrates information from the lane and the blind spot detectors. The effectiveness evaluation is based on the reconstruction of a sample of vehicle-to-pedestrian crashes (INSIA-UPM database), using PCCrash© software v. 2013, and it considers the probability of head injury severity (ISP) as an indicator. The incorporation of AEB can avoid 53.8% of accidents, with an additional 2.5–3.5% avoided by incorporating automatic steering. By increasing the lateral activation range, the total avoidance rate is increased to 61.8–69.8%. The average ISP reduction is 65%, with significant reductions achieved in most cases where avoidance is not possible.
本文提出了一种组合系统(OPREVU-AES),该系统集成了优化的AEB和自动紧急转向(AES)来产生规避机动,并将其与商用AEB系统进行了比较,评估了其有效性。优化后的AEB系统通过碰撞预测模型调节制动响应。OPREVU是INSIA-UPM和CEDINT-UPM合作的一个研究项目,旨在改进驾驶辅助系统,并通过虚拟现实(VR)技术表征行人的行为。使用CarSim©软件v2020.1对OPREVU-AES进行运动学和动力学分析。避让轨迹是为超过40公里/小时的速度预先设定的,它可以控制超车和重新进入车道过程中的速度和横向稳定性。此外,该决策算法还集成了车道和盲点检测器的信息。有效性评估基于车辆与行人碰撞样本(inisa - upm数据库)的重建,使用PCCrash©软件v. 2013,并考虑头部损伤严重程度(ISP)的概率作为指标。安装AEB可避免53.8%的事故,安装自动转向可避免2.5-3.5%的事故。通过增加横向激活范围,总回避率提高到61.8-69.8%。ISP平均减少65%,在大多数不可能避免的情况下实现了显着减少。
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引用次数: 0
EMC of Inductive Automotive Charging Systems According to Standard SAE J2954 符合SAE J2954标准的感应式汽车充电系统的电磁兼容性
Pub Date : 2023-10-28 DOI: 10.3390/vehicles5040083
Emir Sulejmani, Michael Beltle, Stefan Tenbohlen
To increase the acceptance of electric vehicles (EVs), inductive charging technology can be an important tool because of the simplified charging process for the user. This paper presents the fundamentals of wireless power transfer (WPT) for EVs, while focusing on electromagnetic compatibility (EMC). This work deals with the investigation of the conducted and field-bound interference emissions using a WPT system with a max. input power of 3.6 kW. During the research, a new frequency-tracking algorithm is developed, to find the optimal operating frequency at any coil misalignment. The impedance behavior as well as the possible interference paths are investigated, showing the great geometric influence of the test bench setup. The conducted interference currents are analyzed and subsequently filtered. The filter shows good performance in attenuating common mode currents. The measured radiated magnetic field is directly rated against the proposed limits of various standards. Finally, the EMC influence of the direct current (DC) power supply line to the inverter is examined, which is not defined precisely in the standard. This underlines the significance of a standardized test setup, since the limit values can be met under different geometric circumstances of the DC cable.
为了提高电动汽车的接受度,感应充电技术可以成为一个重要的工具,因为它简化了用户的充电过程。本文介绍了电动汽车无线电力传输(WPT)的基本原理,并重点介绍了电磁兼容性(EMC)。本文主要研究了带极大值的WPT系统的传导和场界干扰发射。输入功率3.6 kW。在研究过程中,提出了一种新的频率跟踪算法,可以在任何线圈不对准的情况下找到最佳工作频率。研究了阻抗特性和可能的干扰路径,表明了试验台设置的几何影响。对传导的干扰电流进行分析并随后进行滤波。该滤波器具有良好的共模衰减性能。测量的辐射磁场直接根据各种标准的建议限值进行额定值。最后分析了直流供电线路对逆变器电磁兼容的影响,该影响在标准中没有精确定义。这强调了标准化测试设置的重要性,因为在直流电缆的不同几何环境下可以满足极限值。
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引用次数: 0
Senior Drivers’ Body Movement Strategies for Getting in and out of Cars: A Study by Vehicle Typology 老年驾驶员上下车的身体运动策略:基于车辆类型的研究
Pub Date : 2023-10-23 DOI: 10.3390/vehicles5040082
Susana C. F. Fernandes
During normal ageing, physical changes take place in the biomechanical, musculoskeletal, and psychomotor systems, that reduce strength, flexibility, motor coordination, balance, and precision of movements. This article analyses the motion behaviour of a sample of 49 senior and pre-senior subjects during the process of entry to (ingress) and exit from (egress) new car models not experienced before, obtained over five days at the Geneva International Motor Show. The methodological process is based on visual studies using photography and video to analyse motion behaviour. This investigation identifies five entry movement strategies and three exit movement strategies in three types of vehicle groups. The movements adopted in the egress of the vehicle were more complex and difficult, in general, than those observed for ingress, requiring greater flexibility, agility/dexterity, and physical strength of subjects, involving more contact or support with vehicle parts. The main factor that influenced movement strategies was essentially related to subjects’ levels of physical capacity and previous experiences. Several subjects’ movement strategies were observed in each type of vehicle, confirming that the user’s somatic experience strongly influences the interaction with new vehicles. User’s vehicles’ past experiences and their psychomotor skills determined the adopted movement strategy, which occurred in an unreflective and natural way, regardless of the new type of vehicle. However, due to substantial differences between the vehicles, some subjects may have adopted a different movement strategy in response to these variations.
在正常的衰老过程中,生物力学、肌肉骨骼和精神运动系统发生了物理变化,从而降低了运动的力量、灵活性、运动协调性、平衡性和精确性。本文分析了在日内瓦国际汽车展上获得的5天时间里,49名老年人和学龄前受试者在进入(进入)和退出(退出)从未体验过的新车型过程中的运动行为。方法过程是基于视觉研究,使用摄影和视频来分析运动行为。本研究确定了三种类型车辆组的五种进入运动策略和三种退出运动策略。总的来说,在出车时采取的动作比在进车时采取的动作更复杂、更困难,需要受试者更大的灵活性、敏捷性/灵巧性和体力,需要更多地接触或支撑车辆部件。影响运动策略的主要因素本质上与受试者的身体能力水平和先前的经验有关。在每种类型的车辆上观察到几个受试者的运动策略,证实了用户的躯体体验强烈影响与新车的互动。用户车辆的过往经验和他们的心理运动技能决定了所采用的运动策略,无论新型车辆如何,都是以一种非反射的自然方式发生的。然而,由于车辆之间的巨大差异,一些受试者可能会采用不同的移动策略来应对这些变化。
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引用次数: 0
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IEEE Intelligent Vehicles Symposium. IEEE Intelligent Vehicles Symposium
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