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Plowing drag-adaptive operation control method based on motor temperature compensation for electric tractor 基于电动拖拉机电机温度补偿的耕作阻力自适应运行控制方法
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2024-01-18 DOI: 10.1016/j.jterra.2024.01.002
Qi Wang , Xudong Wang , Wei Wang , Yongjie Cui , Yuling Song

Traditional plowing efficiency control methods are difficult to balance the tillage efficiency and uniform plowing depth, and the impact of the motor temperature rise on the control accuracy cannot be ignored during electric tractor operations. Therefore, a plowing drag-adaptive operation control method considering the motor temperature rise was proposed for an electric tractor equipped with a sliding battery pack. Firstly, a field-oriented control model with temperature compensation for the PMSM was developed based on the obtained winding resistances and flux links at different temperatures. Then, the driving torque and battery displacement were regulated to adapt the drag variation by the fuzzy neural network algorithm, allowing joint control of the speed and slip rate, and the simulation analysis was performed. Finally, a field plowing test was conducted. The results showed that the traction efficiency is increased by 23.33 % compared with those without control, and when the motor temperature rises, it can be compensated for temperature to output the required torque accurately, and the average relative errors in both speed and slip rate are reduced. The proposed method can improve the slip and greatly enhance the plowing operational stability, which provided technical support for the automatic precision operation of electric tractors.

传统的耕作效率控制方法难以兼顾耕作效率和均匀耕深,而且在电动拖拉机作业过程中,电机温升对控制精度的影响不容忽视。因此,针对配备滑动电池组的电动拖拉机,提出了一种考虑电机温升的耕作阻力自适应运行控制方法。首先,根据所获得的不同温度下的绕组电阻和磁通链路,为 PMSM 建立了带温度补偿的面向磁场的控制模型。然后,通过模糊神经网络算法调节驱动扭矩和电池位移以适应阻力变化,从而实现速度和滑移率的联合控制,并进行了仿真分析。最后,进行了田间耕作试验。结果表明,与无控制相比,牵引效率提高了 23.33%,而且当电机温度升高时,可以通过温度补偿准确输出所需的转矩,速度和滑移率的平均相对误差都减小了。所提出的方法可以改善滑移,大大提高犁地作业的稳定性,为电动拖拉机的自动精准作业提供了技术支持。
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引用次数: 0
Co-simulation for optimal working parameter selection during soil vibratory compaction process 土壤振动压实过程中优化工作参数选择的协同模拟
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2024-01-12 DOI: 10.1016/j.jterra.2023.12.002
Jianjun Shen, Zheng Tang, Feng Jia, Zhen Liu, Jingru Hou

The working parameters of vibratory rollers have an important effect on the compaction quality. The traditional method of obtaining the best working parameters through field tests is time-consuming and laborious. In order to determine the best working parameters more conveniently and accurately, a mechanical-hydraulic-finite element co-simulation method is proposed in this paper. This method considers the effect of the hydraulic system on vibration compaction and makes the simulation result as close to the actual condition as possible. By analyzing the change of soil stress and settlement, the effect regulation of working parameters on compaction quality is obtained. The results show that the proposed co-simulation method can accurately reflect the real conditions, and the best compaction quality can be achieved when the walking speed is 3 km/h, the vibration frequency is 24 Hz, and the amplitude is 2.5 mm. The research provides a reference for improving the compaction quality and compacting-related simulation.

振动压路机的工作参数对压实质量有重要影响。通过现场试验获得最佳工作参数的传统方法费时费力。为了更方便、更准确地确定最佳工作参数,本文提出了一种机械-液压-有限元协同模拟方法。该方法考虑了液压系统对振动压实的影响,使模拟结果尽可能接近实际情况。通过分析土体应力和沉降的变化,得到工作参数对压实质量的影响调节。结果表明,所提出的联合模拟方法能准确反映实际情况,当行走速度为 3 km/h、振动频率为 24 Hz、振幅为 2.5 mm 时,可获得最佳压实质量。该研究为提高压实质量和压实相关模拟提供了参考。
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引用次数: 0
Study of passive steering mechanism for small Mars surface exploration rovers 小型火星表面探测车被动转向机制研究
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-12-19 DOI: 10.1016/j.jterra.2023.12.001
Asahi Oe, Shin-Ichiro Nishida, Shintaro Nakatani

Planetary surface exploration rovers are required to have the ability to travel over uneven ground such as sandy or rocky terrain. In addition, to maintain long-term functionality under severe mass constraints, the rover must be highly reliable with a simple configuration. The reduction in the number of actuators will also contribute to a reduction in the number of electrical components involved and improve reliability. This paper proposes a lightweight and simple traveling and steering mechanism that combines a path-following system based on the difference in rotational speed of the left and right wheels when traveling in a curve and a passive Ackermann mechanism without an actuator, assuming a small exploration rover of a size and mass that can be mounted on a Japanese launch vehicle. We also propose a correction method to improve the path-following performance. We also developed a prototype wheeled rover of the target size and weight, and tested and evaluated the effectiveness of the proposed method in following the target path and overcoming obstacle on simulated soil.

行星表面探测车必须能够在沙地或岩石地形等不平整的地面上行驶。此外,为了在质量严重受限的情况下保持长期功能,漫游车必须具有高度可靠性和简单的配置。减少执行器的数量也有助于减少相关电气元件的数量,提高可靠性。本文提出了一种轻便、简单的行进和转向机构,该机构结合了基于曲线行进时左右车轮旋转速度差的路径跟踪系统和无推杆的被动式阿克曼机构,假设小型探测车的尺寸和质量可以安装在日本运载火箭上。我们还提出了一种修正方法,以提高路径跟踪性能。我们还开发了一个具有目标尺寸和重量的轮式漫游车原型,并在模拟土壤上测试和评估了所提方法在遵循目标路径和克服障碍方面的有效性。
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引用次数: 0
Effects of vertical load and inflation pressure on tire-soil interaction on artificial soil 垂直荷载和充气压力对人工土壤上轮胎与土壤相互作用的影响
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-12-15 DOI: 10.1016/j.jterra.2023.11.002
Nisreen Alkhalifa , Mehari Z. Tekeste , Pius Jjagwe , Thomas R. Way

Instrumented single tire soil bin testing was conducted on a rigid surface and artificial soil by vertically loading a radial tire (LT235/75R15) to two tire vertical loads (6 kN and 8 kN) inflated to three levels of tire inflation pressure (179, 241, and 283 kPa). Lowering the tire inflation pressure by 37 % resulted in 26 % (6 kN vertical load) and 39 % (8 kN vertical load) greater contact lengths (P < 0.05). The 2-D contact area on artificial soil (initial bulk density of 1.51 Mg/m3) was significantly affected (P < 0.05) by tire inflation pressure for each load case. Increasing the load significantly affected the tire’s contact length on soil (P = 0.0010); however, tire inflation pressure did not significantly affect the contact length on soil (P = 0.0609). Soil rut depth and tire-soil deformed volume were not significantly affected by vertical load and tire inflation pressure. Measured tire contact area on soil surface was 3.3 times the contact area on the rigid surface, suggesting tire-soil interaction interface properties on deformable soil are better than using the gross flat plate for evaluating low ground pressure tire technology effects on traction and reducing soil compaction.

在刚性表面和人造土壤上进行了单个轮胎土壤仓测试,将子午线轮胎(LT235/75R15)垂直加载到两个轮胎垂直载荷(6 kN 和 8 kN),并将轮胎充气压力提升到三个级别(179、241 和 283 kPa)。将轮胎充气压力降低 37%,接触长度分别增加了 26%(6 千牛垂直负载)和 39%(8 千牛垂直负载)(P < 0.05)。人工土壤(初始体积密度为 1.51 Mg/m3)上的二维接触面积在每种载荷情况下都受到轮胎充气压力的显著影响(P < 0.05)。增加载荷会明显影响轮胎在土壤上的接触长度(P = 0.0010);然而,轮胎充气压力不会明显影响轮胎在土壤上的接触长度(P = 0.0609)。土壤车辙深度和轮胎-土壤变形量受垂直荷载和轮胎充气压力的影响不大。测量到的轮胎与土壤表面的接触面积是刚性表面接触面积的 3.3 倍,这表明在评估低地压轮胎技术对牵引力和减少土壤压实的影响时,在可变形土壤上的轮胎与土壤相互作用界面特性优于使用总平板。
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引用次数: 0
The running gear construction impact on overcoming obstacles by light high-mobility tracked UGV 行走装置结构对轻型高机动性履带式无人潜航器克服障碍的影响
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-12-11 DOI: 10.1016/j.jterra.2023.11.003
Daniela Szpaczyńska, Marian Łopatka, Piotr Krogul

Rubber tracked running gears are widely used in high-mobility Unmanned Ground Vehicles (UGV) to increase obstacle negotiation possibility in urban and rural terrain. The paper proposes a method of assessing the mobility level of the light UGV‘s tracked running gears in terms of their ability to overcome terrain obstacles. A model of rubber track system was created in the MSC ADAMS environment. A track-ground contact was also modeled, defining the traction force based on the Wong equations. For four different chassis models (rigid construction, bogies solution – rigid and elastically mounted to the frame and rocker-bogie construction), with two track tension variants, the ability to overcome five terrain obstacles was checked, taking into account three different types of soil. The solutions were accessed on the basis of parameters of general efficiency of overcoming obstacles, driving force and slip values, as well as the distribution of track pressures on the ground. The best solutions for each criterion were indicated. The simulation results showed an improvement in the driving properties with the use of elastically suspended elements. The results also emphasized the negative impact of increased track tension on overcoming obstacles and the impact of ground characteristics on the slip values of the running gear.

橡胶履带运行装置被广泛应用于高机动性无人地面车辆(UGV)中,以增加在城市和乡村地形中的障碍谈判可能性。本文提出了一种从克服地形障碍能力的角度评估轻型无人地面运载工具履带运行装置机动性水平的方法。在 MSC ADAMS 环境中创建了橡胶履带系统模型。还建立了履带与地面接触的模型,并根据黄氏方程定义了牵引力。针对四种不同的底盘模型(刚性结构、转向架解决方案--刚性和弹性安装在车架上以及摇臂-转向架结构)以及两种轨道张力变量,考虑到三种不同类型的土壤,检查了克服五种地形障碍的能力。根据克服障碍的一般效率参数、驱动力和滑移值,以及履带压力在地面上的分布情况,确定了解决方案。每个标准的最佳解决方案均已确定。模拟结果表明,使用弹性悬挂元件可改善行驶性能。结果还强调了增加轨道张力对克服障碍的负面影响,以及地面特征对传动装置滑移值的影响。
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引用次数: 0
Machine learning approach for predicting soil penetration resistance under different moisture conditions 不同湿度条件下土壤渗透阻力预测的机器学习方法
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-12-01 DOI: 10.1016/j.jterra.2023.08.002
Anis Elaoud , Hanen Ben Hassen , Rim Jalel , Nahla Ben Salah , Afif Masmoudi , Atef Masmoudi
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引用次数: 0
Design and implementation of a novel apparatus for terramechanics studies of helical scrolls 一种用于螺旋涡旋地力学研究的新型仪器的设计与实现
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-11-20 DOI: 10.1016/j.jterra.2023.11.001
Manmeet Brar, Jorge Villacrés, Shayan Meschian, Martin Barczyk, Michael Lipsett

Modeling the force interaction between a wheel and the ground is necessary when evaluating the effectiveness of a vehicle’s mobility on challenging terrain. Soft soils with low bearing strength are a particularly difficult medium for wheeled vehicles. Helical scrolls have shown promise as an alternative to wheels which can work across a range of terrains, warranting a detailed terramechanics study to model their capabilities. Most of the existing terramechanics literature is limited to wheels and often employs an apparatus to study single wheels in a fixed geometry.

This paper describes the design and implementation of a novel apparatus capable of housing a range of scroll geometries and configurations. The apparatus is comprised of a soil container, carriage to drive the scroll in two operating configurations, and a surrounding frame that enables both vertical and horizontal motions of the carriage. The carriage is outfitted with a drive system and instrumentation to measure the sinkage, stress, and drawbar pull values required for a terramechanics characterization. Initial stress-sinkage curves for three different scroll configurations align with expected results and provide a proof of concept that the proposed apparatus can successfully measure differing geometric parameters and can be used for further terramechanics characterizations.

在评估车辆在复杂地形上的机动效率时,对车轮与地面之间的力相互作用进行建模是必要的。承载强度低的软土对轮式车辆来说是一种特别困难的介质。螺旋卷轴作为车轮的替代品已经显示出了希望,它可以在一系列地形上工作,需要详细的地形力学研究来模拟它们的能力。现有的大多数地形力学文献都局限于车轮,并且通常使用仪器来研究固定几何形状的单个车轮。本文描述了一种能够容纳一系列涡旋几何形状和配置的新型装置的设计和实现。该装置包括土壤容器、以两种操作配置驱动卷轴的载体以及使载体进行垂直和水平运动的周围框架。小车配备了驱动系统和仪器来测量下沉、应力和拉杆拉力值,这是地形力学表征所需的。三种不同涡旋结构的初始应力-沉陷曲线与预期结果一致,证明了所提出的仪器可以成功测量不同的几何参数,并可用于进一步的地形力学表征。
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引用次数: 0
A review of soil modeling for numerical simulations of soil-tire/agricultural tools interaction 土壤-轮胎/农具相互作用数值模拟研究进展
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-10-13 DOI: 10.1016/j.jterra.2023.09.003
Dhruvin Jasoliya , Alexandrina Untaroiu , Costin Untaroiu

The study of deformable soils is one of the key factors in determining the tire, vehicle and/or agricultural tool design parameters. This literature review provides a brief overview of soil classification, soil testing, soil constitutive models, and numerical approaches utilized to model soil-tire/tool interaction. In the past, empirical, semi-empirical, and analytical soil models were used in these studies. However, some limitations occurred in terms of characterization of soil-tire/tool interaction in detail due to a large number of variables such as cohesion, moisture content, etc. In the last few decades, the finite element (FE) method was used with different formulations such as Lagrangian, Eulerian, and Arbitrary Lagrangian Eulerian to simulate the soil-tire/tool interaction. Recently, particle-based methods based on continuum mechanics and discrete mechanics started to be employed and showed good capability in terms of modeling of soil deformation and separation. Overall, this literature review provides simulation researchers insights into soil interaction modeling with tires and agricultural tools.

可变形土的研究是确定轮胎、车辆和/或农具设计参数的关键因素之一。这篇文献综述提供了土壤分类、土壤测试、土壤本构模型和用于模拟土壤-轮胎/工具相互作用的数值方法的简要概述。在过去的研究中,使用了经验、半经验和分析土壤模型。然而,由于黏聚力、含水率等大量变量,在详细表征土壤-轮胎/工具相互作用方面存在一些局限性。在过去的几十年里,有限元(FE)方法被用于不同的公式,如拉格朗日、欧拉和任意拉格朗日欧拉来模拟土壤-轮胎/工具的相互作用。近年来,基于连续力学和离散力学的基于颗粒的方法开始应用,并在土的变形和分离建模方面表现出良好的能力。总的来说,这篇文献综述为模拟研究人员提供了轮胎和农具土壤相互作用模型的见解。
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引用次数: 0
Discrete element contact model and parameter calibration for clayey soil particles in the Southwest hill and mountain region 西南丘陵山区粘性土颗粒离散元接触模型及参数定标
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-10-13 DOI: 10.1016/j.jterra.2023.10.002
Le Yang , Junwei Li , Qinghui Lai , Liangliang Zhao , Jianjian Li , Ronghao Zeng , Zhihong Zhang

Distinct physical properties of red clay soil in hilly and mountainous regions of southwest China, including high adhesiveness and density, challenge the operation of agricultural machinery. A scarcity of accurate discrete element simulation parameters for this soil type restricts computational modeling. The study was focused on red clay soil with a moisture content of 12.50% ± 1% and a measured repose angle of 35.54°. The soil's inherent physical properties were identified through experimental assessments. Soil contact mechanical parameters were obtained from the GEMM database, and optimal contact parameter ranges were determined using Steepest Ascent Experiments, with the simulated soil particle repose angle serving as the response value. A second-order regression model was developed using a quadratic regression rotation orthogonal combination test. By taking the actual repose angle as the optimization criterion, parameters were optimized. The optimal contact mechanical parameters in EDEM simulations were identified as: JKR surface energy at 8.981 J/m2, recovery coefficient at 0.474, dynamic friction coefficient at 0.196, and static friction coefficient at 0.45. The model yielded a repose angle of 36.21°, closely corresponding with the observed value, with a relative error of 1.80%. The parameters calibrated in this study offer a valuable reference for future soil-tool interaction studies and tillage implement optimization in these regions.

西南丘陵山区红粘土具有粘性高、密度大等独特的物理特性,这对农业机械的操作构成了挑战。由于缺乏精确的离散元模拟参数,限制了这种土壤类型的计算建模。以含水量为12.50%±1%、实测休止角为35.54°的红粘土为研究对象。土壤的固有物理性质是通过实验评估确定的。从GEMM数据库获取土壤接触力学参数,以模拟的土壤颗粒休止角作为响应值,利用陡坡试验确定最佳接触参数范围。采用二次回归旋转正交组合试验建立了二阶回归模型。以实际休止角为优化准则,对参数进行了优化。EDEM模拟的最优接触力学参数为:JKR表面能为8.981 J/m2,恢复系数为0.474,动摩擦系数为0.196,静摩擦系数为0.45。模型得到的休止角为36.21°,与观测值基本吻合,相对误差为1.80%。本研究校正的参数为今后这些地区土壤-工具相互作用研究和耕作方式优化提供了有价值的参考。
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引用次数: 0
Deep learning-based soil compaction monitoring: A proof-of-concept study 基于深度学习的土壤压实监测:概念验证研究
IF 2.4 3区 工程技术 Q1 Engineering Pub Date : 2023-10-11 DOI: 10.1016/j.jterra.2023.10.001
Shota Teramoto , Shinichi Ito , Taizo Kobayashi

The dynamic behavior of the vibratory drum of a soil compactor for earthworks is known to be affected by soil stiffness. Real-time monitoring techniques measuring the acceleration of vibratory drums have been widely used for soil compaction quality control; however, their accuracy can be affected by soil type and conditions. To resolve this problem, a novel deep learning-based technique is developed. The method allows the regression estimation of soil stiffness from vibration drum acceleration responses. By expanding the range of applicability and improving accuracy, the proposed method provides a more reliable and robust approach to evaluate soil compaction quality. To train the estimation model, numerous datasets of noise-free waveform data are numerically generated by solving the equations of motion of the mass–spring–damper system of a vibratory roller. To validate the effectiveness of the proposed technique, a field experiment is conducted. A good correlation between the estimated and measured values is demonstrated by the experimental results. The correlation coefficient is 0.790, indicating the high potential of the proposed method as a new real-time monitoring technique for soil compaction quality.

土方工程用土壤压实机振动鼓的动力特性受到土壤刚度的影响。振动鼓加速度实时监测技术已广泛应用于土壤压实质量控制;然而,它们的准确性会受到土壤类型和条件的影响。为了解决这个问题,开发了一种新的基于深度学习的技术。该方法允许从振动鼓加速度响应中回归估计土壤刚度。该方法扩大了适用范围,提高了精度,为土壤压实质量评价提供了更可靠、更稳健的方法。为了训练估计模型,通过求解振动压路机质量-弹簧-阻尼系统的运动方程,数值生成了大量无噪声波形数据集。为了验证该技术的有效性,进行了现场试验。实验结果表明,估计值与实测值之间具有良好的相关性。相关系数为0.790,表明该方法作为一种新的土壤压实质量实时监测技术具有很大的潜力。
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引用次数: 0
期刊
Journal of Terramechanics
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