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Dimensional Optimization of a Modular Robot Manipulator 模块化机器人机械手的尺寸优化
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-08 DOI: 10.3390/machines11121074
Xianhua Li, Xun Qiu, Fengtao Lin, Sixian Fei, Tao Song
The mechanism parameters of the manipulator not only have a great influence on the size of the working space but also affect flexible performance distribution. Aimed at obtaining a 6 DOF modular manipulator, mechanism parameters were optimized in order to explore the effect of upper arm and forearm dimensions on the end dexterity of the manipulator. First, forward kinematic equations were derived using the DH method, and the Jacobian matrix of the manipulator was solved. Second, three indicators, including the condition number index, structural length index, and global conditioning index, were employed as optimization indicators for the mechanism parameters of the manipulator, and an orthogonal experiment was designed based on the Grey–Taguchi method and robot toolbox. Third, the grey relational analysis method was used to process the experimental results, and the grey relational grade for each group was solved. Last, the variation curve between the grey relational grade and the parameter level of each mechanism was drawn, and optimized mechanical arm mechanism parameters were derived. It was found that although the overall dimension of the manipulator was slightly decreased, as determined via comparing the original and optimized manipulator length, the performance indexes were improved. The results not only verified the correctness of the proposed optimization method but also laid a foundation for subsequent research on the dynamic performance of modular robot systems.
机械手的机构参数不仅对工作空间的大小有很大的影响,而且对柔性性能的分布也有很大的影响。以获得6自由度模块化机械臂为目标,对机构参数进行优化,探讨上臂和前臂尺寸对机械臂末端灵巧度的影响。首先,利用DH法推导了机器人的正运动学方程,求解了机器人的雅可比矩阵。其次,采用条件数指标、结构长度指标和全局调节指标3个指标作为机械手机构参数的优化指标,并基于gray - taguchi方法和机器人工具箱设计了正交实验;第三,采用灰色关联分析法对实验结果进行处理,求解各组的灰色关联等级。最后,绘制各机构的灰色关联度与参数等级的变化曲线,推导出优化后的机械臂机构参数。结果发现,虽然机械手的整体尺寸略有减小,但通过对原机械手长度和优化后的机械手长度进行比较,其性能指标得到了提高。研究结果不仅验证了所提优化方法的正确性,也为后续模块化机器人系统动态性能的研究奠定了基础。
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引用次数: 0
Study on Aerodynamic Drag Reduction by Plasma Jets for 600 km/h Vacuum Tube Train Sets 时速 600 公里真空管道列车组利用等离子喷射器减少空气动力阻力的研究
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-08 DOI: 10.3390/machines11121078
Ang Li, Hongjiang Cui, Ying Guan, Jichen Deng, Ying Zhang, Wu Deng
In order to break through the speed bottleneck, researchers envision using tubes to cover high-speed maglev trains and extract some of the air inside the tubes, creating a low-density environment on the ground, greatly reducing the aerodynamic drag of the trains, and in a relatively economical and feasible way, making high subsonic (600 km/h and above) and even supersonic ground transportation possible. The faster the running speed of high-speed trains, the greater the impact of aerodynamic drag on their energy consumption. Studying the aerodynamic characteristics of trains with a speed of 600 km/h can help optimize the aerodynamic shape of the train, reduce aerodynamic drag, and reduce energy consumption. This has positive implications for improving train energy efficiency, reducing energy consumption, and environmental impact. This paper adopts the numerical simulation method to study the drag reduction effect of the plasma arrangement and different excitation speeds on the train set in four positions when the incoming wind speed is 600 km/h, to analyze the mechanism of drag reduction, and then to analyze the combination of working conditions in order to investigate the drag reduction effect of plasma on the vacuum tube train set with an ambient pressure of 10,000 Pa. The findings demonstrate that the plasma induces the directional flow of the gas close to the wall to move the flow separation point backward and delay the separation of the flow, thereby reducing the front and rear differential pressure drag of the train set and lowering the aerodynamic drag coefficient of the entire train. The plasma arrangement is located at the rear of the flow separation point and in close proximity to the flow separation point. The pneumatic drag reduction effect peaks when the excitation speed reaches 0.2 times the train speed and the pneumatic drag reduction ratio is around 0.88%; the pneumatic drag reduction ratio of the rear car peaks when the excitation speed reaches 0.25 times the train speed and the pneumatic drag reduction ratio is 1.62%. The SDBD (Surface Dielectric Barrier Discharge) device is installed at the flow separation point around the nose tip of the rear car.
为了突破速度瓶颈,研究人员设想用管道覆盖高速磁悬浮列车,抽取管道内的部分空气,在地面形成低密度环境,大大降低列车的气动阻力,以相对经济可行的方式,使高亚音速(时速 600 公里以上)甚至超音速地面交通成为可能。高速列车的运行速度越快,空气阻力对其能耗的影响就越大。研究时速 600 公里列车的气动特性有助于优化列车的气动外形,减少气动阻力,降低能耗。这对提高列车能效、降低能耗和环境影响具有积极意义。本文采用数值仿真方法,研究了当来风速为 600 km/h 时,等离子体布置和不同激振速度对列车组四个位置的减阻效果,分析了减阻机理,进而分析了工况组合,以探究等离子体对环境压力为 10,000 Pa 的真空管道列车组的减阻效果。研究结果表明,等离子体可诱导靠近壁面的气体定向流动,使气流分离点后移,延迟气流分离,从而减小列车组的前后压差阻力,降低整个列车的气动阻力系数。等离子体装置位于气流分离点的后部,并靠近气流分离点。当激励速度达到列车速度的 0.2 倍时,气动阻力降低效果达到峰值,气动阻力降低率约为 0.88%;当激励速度达到列车速度的 0.25 倍时,后车的气动阻力降低率达到峰值,气动阻力降低率为 1.62%。在后车厢车头周围的分流点安装了 SDBD(表面介质阻挡放电)装置。
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引用次数: 0
Development of a Restraint System for Rear-Facing Car Seats 开发后向式汽车座椅约束系统
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-08 DOI: 10.3390/machines11121076
Samet Yavuz, Selcuk Himmetoglu
In self-driving vehicles, passengers can set their seats in an unconventional seating position, such as rear-facing. Sitting in such an orientation can increase the risk of whiplash in the head-and-neck system in a frontal impact, as frontal crashes usually have higher severities compared with rear-end crashes. This paper shows that a forward-facing front seat optimised for rear-impact protection needs to be redesigned to be used as a rear-facing seat. In the second and main part of this paper, a restraint system for rear-facing car seats is developed, and frontal impact simulations with 64 km/h of delta-V are used to evaluate its performance. The designed seating system comprises two rigid torso plates, a fixed recliner and an energy absorber under the seat pan. Without using the developed restraint system, the 50th percentile male human model is exposed to neck shear forces exceeding 600 N. With the developed restraint system, neck shear forces are less than 350 N in frontal impacts with 64 km/h of delta-V. Apart from whiplash, the risk of head, chest, lower extremity and lower back injuries are also evaluated. The results confirm that the developed restraint system successfully protects the occupant since all assessment criteria values are lower than the injury assessment reference values.
在自动驾驶汽车中,乘客可以将座位设置在一个非常规的座位位置,比如朝后。这样的坐姿会增加头部和颈部系统在正面碰撞中扭伤的风险,因为正面碰撞通常比追尾碰撞更严重。本文表明,一个面向前的后排座椅优化后的冲击保护需要重新设计作为一个面向后的座椅。在论文的第二部分,也是正文部分,开发了一种面向后置汽车座椅的约束系统,并利用64 km/h的delta-V进行了正面碰撞仿真,对其性能进行了评价。所设计的座椅系统包括两个刚性躯干板,一个固定的躺椅和一个能量吸收器下的座位盘。在未使用开发的约束系统的情况下,第50百分位男性人体模型暴露在超过600 N的颈部剪切力下,使用开发的约束系统,在64 km/h δ v的正面碰撞中颈部剪切力小于350 N。除了鞭打外,还评估了头部、胸部、下肢和下背部受伤的风险。结果表明,所开发的约束系统对乘员的保护是成功的,所有的评估标准值都低于伤害评估参考值。
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引用次数: 0
Research on a Method of Robot Grinding Force Tracking and Compensation Based on Deep Genetic Algorithm 基于深度遗传算法的机器人打磨力跟踪与补偿方法研究
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-08 DOI: 10.3390/machines11121075
Minghui Meng, Chuande Zhou, Zhongliang Lv, Lingbo Zheng, Wei Feng, Ting Wu, Xuewei Zhang
In the grinding process of complex-shaped cast workpieces, discrepancies between the workpiece’s contours and their corresponding three-dimensional models frequently lead to deviations in the machining trajectory, resulting in instances of under-grinding or over-grinding. Addressing this challenge, this study introduces an advanced robotic grinding force automatic tracking technique, leveraging a combination of deep neural networks and genetic algorithms. Harnessing the capability of force sensing, our method dynamically recalibrates the grinding path, epitomizing truly flexible grinding. Initially, in line with the prerequisites for force and pose tracking, an impedance control strategy was developed, integrating pose deviations with force dynamics. Subsequently, to enhance steady-state force tracking, we employed a genetic algorithm to compensate for force discrepancies caused by positional errors. This was built upon the foundational concepts of the three-dimensional model, impedance control, and environmental parameter estimation, leading to an optimized grinding trajectory. Following tracking tests, it was observed that the grinding’s normal force was consistently controlled within the bracket of 20 ± 2.5 N. To further substantiate our methodology, a specialized experimental platform was established for grinding complex-shaped castings. Optimized strategies were employed under anticipated forces of 5 N, 10 N, and 15 N for the grinding tests. The results indicated that the contact forces during the grinding process remained stable at 5 ± 1 N, 10 ± 1.5 N, and 15 ± 2 N. When juxtaposed with conventional teaching grinding methods, our approach manifested a reduction in grinding forces by 71.4%, 70%, and 75%, respectively. Post-grinding, the workpieces presented a pronounced enhancement in surface texture, exhibiting a marked increase in surface uniformity. Surface roughness metrics, originally recorded at 17.5 μm, 17.1 μm, and 18.7 μm, saw significant reductions to 1.5 μm, 1.6 μm, and 1.4 μm, respectively, indicating reductions by 76%, 73%, and 78%. Such outcomes not only meet the surface finishing standards for complex-shaped castings but also offer an efficacious strategy for robot-assisted flexible grinding.
在复杂形状铸件的磨削加工过程中,由于工件的轮廓与其相应的三维模型不一致,往往会导致加工轨迹的偏差,从而出现过磨或欠磨现象。为了解决这一挑战,本研究引入了一种先进的机器人磨削力自动跟踪技术,利用深度神经网络和遗传算法的结合。利用力传感的能力,我们的方法动态地重新校准磨削路径,体现了真正的柔性磨削。首先,根据力和位姿跟踪的先决条件,开发了一种阻抗控制策略,将位姿偏差与力动力学相结合。随后,为了增强稳态力跟踪,我们采用遗传算法来补偿由位置误差引起的力差异。这是建立在三维模型,阻抗控制和环境参数估计的基本概念,导致一个优化的磨削轨迹。在跟踪测试后,观察到磨削的法向力始终控制在20±2.5 n的支架内。为了进一步证实我们的方法,建立了一个专门的实验平台来磨削复杂形状的铸件。在5 N、10 N和15 N的预期力下,采用优化策略进行磨削试验。结果表明,磨削过程中的接触力在5±1 N、10±1.5 N和15±2 N时保持稳定,与传统教学磨削方法相比,磨削力分别降低了71.4%、70%和75%。磨削后,工件表面纹理明显增强,表面均匀性显著提高。最初记录的表面粗糙度指标为17.5 μm、17.1 μm和18.7 μm,但现在分别降至1.5 μm、1.6 μm和1.4 μm,分别降低了76%、73%和78%。该结果不仅满足复杂形状铸件的表面精加工标准,而且为机器人辅助柔性磨削提供了有效的策略。
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引用次数: 0
A Novel Tooth Modification Methodology for Improving the Load-Bearing Capacity of Non-Orthogonal Helical Face Gears 提高非正交斜面齿轮承载能力的新型齿形修正方法
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-08 DOI: 10.3390/machines11121077
Chao Jia, Bingquan Li, Junhong Xu
This study proposes a double-crown tooth surface modification technology that improves the load-carrying capacity of non-orthogonal helical tooth surface gears. The tooth modification is determined by a modified rack-cutter, and its feed motion is related to an intentionally designed transmission error. The novelty of the tooth modification design is that the transmission error can be pre-designed. First, changing the tooth profile of the tool enables preliminary modification along the tooth profile direction; second, by modifying the interaction between the tool and the machined gear, subsequent fine adjustments are made to the contact path. This two-stage tooth modification strategy not only retains the advantages of the traditional method but also significantly improves the balance of the load distribution on the tooth surface through an original contact path modification strategy. Through systematic tooth contact analysis (TCA) and loaded tooth contact analysis (LTCA), it was verified that the new method reduces contact stress and tooth root bending stress and improves the gear’s resistance to misalignment errors. This research provides the basis and motivation for further exploring and improving this tooth profile modification technology to solve the challenges faced by more complex gear systems.
本研究提出了一种双冠齿面修正技术,可提高非正交螺旋齿面齿轮的承载能力。齿面修正由改进的齿条切削机决定,其进给运动与有意设计的传动误差有关。齿形修正设计的新颖之处在于传动误差可以预先设计。首先,通过改变刀具的齿形,可以沿齿形方向进行初步修正;其次,通过改变刀具与加工齿轮之间的相互作用,可以对接触路径进行后续微调。这种两阶段的齿形修正策略不仅保留了传统方法的优点,还通过独创的接触路径修正策略显著改善了齿面载荷分布的平衡性。通过系统的轮齿接触分析(TCA)和加载轮齿接触分析(LTCA),验证了新方法降低了接触应力和齿根弯曲应力,提高了齿轮的抗错位误差能力。这项研究为进一步探索和改进这种齿形修正技术,以解决更复杂的齿轮系统所面临的挑战提供了基础和动力。
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引用次数: 0
Modal Balancing of Warped Rotors without Trial Runs Using the Numerical Assembly Technique 利用数值装配技术对翘曲转子进行模态平衡而无需试运行
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-07 DOI: 10.3390/machines11121073
Georg Quinz, Gregor Überwimmer, M. Klanner, K. Ellermann
The increasing use of high-speed machinery leads to a growing demand for efficient balancing methods for flexible rotors. Conventional balancing methods are costly and time-consuming since they require multiple trial runs. For this reason, recent research focuses on model-based balancing methods, which substitute measurements with simulations. This work presents and examines a model-based modal balancing method, which utilizes the Numerical Assembly Technique (NAT) for the in situ balancing of warped rotors with flexible behaviour. NAT is a successive modification of discrete–continuous modelling that leads to analytical harmonic solutions and is very computationally efficient. In this version of NAT, internal damping is also included with a viscoelastic material model using fractional time derivatives. The modal balancing procedure is adapted to handle measurements outside of the critical speeds and the effect of the pre-bend on the rotor. The accuracy of the simulations is shown by comparing measured mode shapes and eigenvalues with values calculated with NAT. Furthermore, the first two modes of a rotor test bed are successfully balanced without trial runs.
高速机械的使用越来越多,导致对灵活转子的有效平衡方法的需求日益增长。传统的平衡方法既昂贵又耗时,因为它们需要多次试运行。由于这个原因,最近的研究集中在基于模型的平衡方法,用模拟代替测量。本工作提出并研究了一种基于模型的模态平衡方法,该方法利用数值装配技术(NAT)对具有柔性行为的翘曲转子进行原位平衡。NAT是对离散-连续模型的连续修正,可以得到解析调和解,计算效率很高。在这个版本的NAT中,内部阻尼也包含在使用分数时间导数的粘弹性材料模型中。模态平衡程序适用于处理临界速度以外的测量和预弯曲对转子的影响。通过将实测模态振型和特征值与NAT计算值进行比较,证明了仿真的准确性。此外,转子试验台的前两个模态在没有试运行的情况下成功地实现了平衡。
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引用次数: 0
ROMI: Design and Experimental Evaluation of a Linear Delta Robotic System for High-Precision Applications ROMI: 面向高精度应用的线性三角洲机器人系统的设计与实验评估
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-06 DOI: 10.3390/machines11121072
Xiaoyu Huang, E. Rendon-Morales, R. Aviles-Espinosa
In this paper, the design and experimental evaluation of a parallel robotic system based on a linear delta geometry is presented. The design considers the requirements for high-precision applications including workspace, motion resolution, and payload. The entire design process includes robot kinematics, control, and optimization, resulting in the demonstration of a working device. The robot structure offers a versatile and simplified design when compared with state-of-the-art devices being able to be adapted to perform different tasks while keeping the advantages of high precision with reduced complexity. The presented robot prototype was constructed and evaluated experimentally through three proof-of-concept experiments mimicking tasks requiring high motion precision such as microsurgery, semiconductor testing, and optical device alignment. The obtained results in the three experimental scenarios validate that the here-proposed design can achieve an average motion precision of ~3.3 ± 0.3 μm with varying load conditions, thus confirming its potential to be used for high-precision tasks in industrial and medical settings.
本文提出了一种基于线性三角几何的并联机器人系统的设计与实验评价。该设计考虑了高精度应用的要求,包括工作空间、运动分辨率和有效载荷。整个设计过程包括机器人的运动学、控制和优化,从而得出一个工作装置的演示。与最先进的设备相比,机器人结构提供了多功能和简化的设计,能够适应执行不同的任务,同时保持高精度和降低复杂性的优势。通过三个概念验证实验,模拟了需要高运动精度的任务,如显微外科手术、半导体测试和光学器件校准,构建了机器人原型并进行了实验评估。三个实验场景的结果验证了本文提出的设计在不同负载条件下可以实现~3.3±0.3 μm的平均运动精度,从而证实了其在工业和医疗环境中用于高精度任务的潜力。
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引用次数: 0
Exploring the Impact of Passive Ankle Exoskeletons on Lower-Limb Neuromechanics during Walking on Sloped Surfaces: Implications for Device Design 探索被动式踝关节外骨骼在斜面上行走时对下肢神经力学的影响:对设备设计的影响
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-06 DOI: 10.3390/machines11121071
James L. Williamson, Glen A. Lichtwark, Taylor J. M. Dick
Humans and animals navigate complex and variable terrain in day-to-day life. Wearable assistive exoskeletons interact with biological tissues to augment movement. Yet, our understanding of how these devices impact the biomechanics of movement beyond steady-state environments remains limited. We investigated how passive ankle exoskeletons influence mechanical energetics and neuromuscular control of the lower-limb during level, incline, and decline walking. We collected kinematic and kinetic measures to determine ankle, knee, and hip mechanics and surface electromyography to characterize muscle activation of lower-limb muscles while participants walked on level, incline, and decline surfaces (0°, +5°, and −5°) with exoskeletons of varying stiffnesses (0–280 Nm rad−1). Our results demonstrate that walking on incline surfaces with ankle exoskeletons was associated with increased negative work and power at the knee and increased positive work and power at the hip. These alterations in joint energetics may be linked to an additional requirement to load the springy exoskeleton in incline conditions. Decline walking with ankle exoskeletons had no influence on knee or hip energetics, likely owing to disrupted exoskeleton clutch actuation. To effectively offload the musculoskeletal system during walking on sloped surfaces, alterations to passive ankle exoskeleton clutch design are necessary.
人类和动物在日常生活中应对复杂多变的地形。可穿戴的辅助外骨骼与生物组织相互作用以增强运动。然而,我们对这些设备如何影响超出稳态环境的运动生物力学的理解仍然有限。我们研究了被动踝关节外骨骼在水平行走、倾斜行走和下降行走过程中如何影响下肢的机械能量学和神经肌肉控制。我们收集了运动学和动力学测量来确定踝关节、膝关节和髋关节力学,并收集了表面肌电图来表征参与者在水平、倾斜和下降表面(0°、+5°和- 5°)上行走时下肢肌肉的肌肉激活情况,外骨骼的刚度(0 - 280 Nm rad - 1)各不相同。我们的研究结果表明,在倾斜的表面上行走,踝关节外骨骼会增加膝盖的负功和力量,增加臀部的正功和力量。关节能量学的这些变化可能与在倾斜条件下加载弹性外骨骼的额外要求有关。踝关节外骨骼的衰退行走对膝关节或髋关节的能量没有影响,可能是由于外骨骼的离合器驱动被破坏。为了有效地卸载肌肉骨骼系统在斜坡上行走时,改变被动脚踝外骨骼离合器设计是必要的。
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引用次数: 0
The Reduction of Rotating Conveyor Roller Vibrations via the Use of Plastic Brackets 通过使用塑料支架减少旋转输送机辊筒的振动
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-06 DOI: 10.3390/machines11121070
L. Hrabovský, Eliška Nováková, Štěpán Pravda, Daniel Kurač, Tomáš Machálek
This paper presents the basic structural parts, a 3D model, and the overall design of a laboratory machine, which was created to detect vibrations generated by the casing of a conveyor roller rotating at different speeds. The intention of the authors was to verify whether plastic brackets inserted into the structurally modified trestles of a fixed conveyor idler can reduce the vibration values transmitted from the rotating conveyor roller to the trestle of a fixed idler. Experimental vibration measurements taken on the non-rotating parts of conveyor rollers, performed on a laboratory machine according to ISO 10816, are suitable for characterizing their operating conditions with regard to trouble-free operation. The aim of this paper is to detect the vibrations of a rotating conveyor roller on a laboratory machine in the defined places of a fixed conveyor idler and also on the steel frame of a laboratory machine that represents the supporting track of a belt conveyor. Vibrations detected by piezoelectric acceleration sensors were recorded by a measuring apparatus and displayed in the environment of Dewesoft X software (version 10). The measurements show that the vibration values grow with the increasing speed of the conveyor roller rotation. Experimental measurements have proven the correctness of the assumption that the vibrations transmitted to the trestle of a fixed conveyor idler are lower by up to 40% when using plastic brackets into which the axle of the conveyor roller is attached, compared to the solution where the axle of the conveyor roller is inserted into the notches of a steel trestle.
本文介绍了一台实验室机器的基本结构部件、三维模型和总体设计,该机器是为了检测不同速度旋转的输送机滚筒外壳产生的振动而创建的。作者的目的是验证塑料支架插入到结构改进的固定托辊支架是否可以降低从旋转输送托辊传递到固定托辊支架的振动值。根据ISO 10816,在实验室机器上对传送带滚筒的非旋转部件进行实验振动测量,适用于表征其无故障运行的操作条件。本文的目的是检测实验室机器上旋转输送辊在固定输送托辊的规定位置上的振动,以及在代表带式输送机支承轨道的实验室机器钢架上的振动。压电加速度传感器检测到的振动由测量仪器记录下来,并在Dewesoft X软件(版本10)环境中显示。测量结果表明,振动值随输送机托辊转速的增加而增大。实验测量证明了假设的正确性,即与将输送机滚筒轴插入钢支架的解决方案相比,当使用连接输送机滚筒轴的塑料支架时,传递到固定输送机滚筒支架的振动降低了40%。
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引用次数: 0
PID-Based Longitudinal Control of Platooning Trucks 基于 PID 的排队卡车纵向控制
IF 2.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-05 DOI: 10.3390/machines11121069
Aashish Shaju, Steve S. Southward, Mehdi Ahmadian
This article focuses on the development and assessment of a PID-based computationally cost-efficient longitudinal control algorithm for platooning trucks. The study employs a linear controller with a nested architecture, wherein the inner loop regulates relative velocities while the outer loop governs inter-vehicle distances within platoon vehicles. The design of the proposed PID controller entails a comprehensive focus on system identification, particularly emphasizing actuation dynamics. The simulation framework used in this study has been established through the integration of TruckSim® and Simulink®, resulting in a co-simulation environment. Simulink® serves as the platform for control action implementation, while TruckSim® simulates the vehicle’s dynamic behavior, thereby closely replicating real world conditions. The significant effort in fine-tuning the PID controller is described in detail, including the system identification of the linearized longitudinal dynamic model of the truck. The implementation is followed by an extensive series of simulation tests, systematically evaluating the controller’s performance, stability, and robustness. The results verify the effectiveness of the proposed controller in various leading truck operational scenarios. Furthermore, the controller’s robustness to large fluctuations in road grade and payload weight, which is commonly experienced in commercial vehicles, is evaluated. The simulation results indicate the controller’s ability to compensate for changes in both road grade and payload. Additionally, an initial assessment of the controller’s efficiency is conducted by comparing the commanded control efforts (total torque on wheels) along with the total fuel consumed. This initial analysis suggests that the controller exhibits minimal aggressive tendencies.
本文重点研究了一种基于pid的卡车队列纵向控制算法的开发和评估。本研究采用嵌套结构的线性控制器,其中内环调节相对速度,外环控制排内车辆间距离。所提出的PID控制器的设计需要全面关注系统识别,特别是强调驱动动力学。本研究中使用的仿真框架是通过TruckSim®和Simulink®的集成建立的,从而形成了一个联合仿真环境。Simulink®作为控制动作实施的平台,而TruckSim®模拟车辆的动态行为,从而密切复制现实世界的条件。详细描述了PID控制器微调的重要工作,包括卡车线性化纵向动力学模型的系统识别。实现之后是一系列广泛的仿真测试,系统地评估控制器的性能、稳定性和鲁棒性。结果验证了该控制器在各种领先卡车操作场景中的有效性。此外,还评估了该控制器对商用车常见的路面坡度和有效载荷重量大波动的鲁棒性。仿真结果表明,该控制器具有补偿路面坡度和有效载荷变化的能力。此外,通过比较命令控制努力(车轮上的总扭矩)和总燃料消耗,对控制器的效率进行初步评估。这一初步分析表明,控制者表现出最小的攻击性倾向。
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