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Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites 具有规定跟踪精度的直接自适应模糊控制用于卫星轨道调整
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-01-04 DOI: 10.3390/act13010019
Weijun Yang, Shizhuan Zou, Liang Li, Kai Huang, Guanyu Lai
In this paper, we investigate the orbit-adjustment problem of satellite systems in the presence of nonlinear uncertainties in kinematics and dynamics. We propose a novel direct adaptive fuzzy control scheme with prescribed tracking accuracy to address uncertain nonlinear dynamics by employing advanced fuzzy logic systems and integrating a class of sophisticated smooth functions, thereby ensuring convergence of the tracking error within a precisely defined interval. The ingeniously designed control scheme guarantees negative semi-definiteness of the Lyapunov function, ensuring boundedness for all variables. Moreover, our groundbreaking control approach requires only one adaptive law, completely eliminating any direct correlation with the number of nonlinear functions. Simulation results unequivocally validate the remarkable effectiveness and superiority of our innovative control approach.
本文研究了在运动学和动力学存在非线性不确定性的情况下卫星系统的轨道调整问题。我们提出了一种具有规定跟踪精度的新型直接自适应模糊控制方案,通过采用先进的模糊逻辑系统和集成一类复杂的平滑函数来解决不确定的非线性动力学问题,从而确保跟踪误差在精确定义的区间内收敛。设计巧妙的控制方案保证了 Lyapunov 函数的负半定义性,确保了所有变量的有界性。此外,我们开创性的控制方法只需要一个自适应法则,完全消除了与非线性函数数量的任何直接关联。仿真结果明确验证了我们创新控制方法的显著效果和优越性。
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引用次数: 0
Energy Consumption Minimization of Quadruped Robot Based on Reinforcement Learning of DDPG Algorithm 基于 DDPG 算法强化学习的四足机器人能耗最小化研究
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-01-02 DOI: 10.3390/act13010018
Zhenzhuo Yan, Hongwei Ji, Qing Chang
Energy consumption is one of the most critical factors in determining the kinematic performance of quadruped robots. However, existing research methods often encounter challenges in quickly and efficiently reducing the energy consumption associated with quadrupedal robotic locomotion. In this paper, the deep deterministic policy gradient (DDPG) algorithm was used to optimize the energy consumption of the Cyber Dog quadruped robot. Firstly, the kinematic and energy consumption models of the robot were established. Secondly, energy consumption was optimized by reinforcement learning using the DDPG algorithm. The optimized plantar trajectory was then compared with two common plantar trajectories in simulation experiments, with the same period and the number of synchronizations but varying velocities. Lastly, real experiments were conducted using a prototype machine to validate the simulation data. The analysis results show that, under the same conditions, the proposed method can reduce energy consumption by 7~9% compared with the existing optimal trajectory methods.
能耗是决定四足机器人运动性能的最关键因素之一。然而,现有的研究方法在快速有效地降低与四足机器人运动相关的能耗方面经常遇到挑战。本文采用深度确定性策略梯度(DDPG)算法来优化赛博狗四足机器人的能耗。首先,建立了机器人的运动学模型和能耗模型。其次,使用 DDPG 算法通过强化学习优化能耗。然后,在模拟实验中将优化后的足底轨迹与两种常见的足底轨迹进行比较,这两种轨迹的周期和同步次数相同,但速度不同。最后,使用原型机进行了实际实验,以验证模拟数据。分析结果表明,在相同条件下,与现有的最优轨迹方法相比,所提出的方法可减少 7% 至 9% 的能耗。
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引用次数: 0
Design and Analysis of a New Dual-Stator Hybrid Magnet Flux Modulation Machine 新型双定子混合磁通调制器的设计与分析
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-01-01 DOI: 10.3390/act13010017
Yao Meng, Xinyu Yang, Haitao Wang, Xingzhen Bai
This paper proposes a new dual-stator hybrid-magnet flux modulation machine (DS-FMHMM) for direct-drive applications, which employs NdFeB magnet excitation and Ferrite magnet excitation on the rotor and outer stator sides, respectively. With this design, the proposed DS-FMHMM can not only fully use the bidirectional flux modulation effect, but also effectively alleviate the magnetic saturation issue. The machine configuration is described, together with the operating principle. Then, the design parameters of DS-FMHMM are globally optimized for obtaining high torque quality, and the influence of magnet dimensions on torque is analyzed. To evaluate the merits of the proposed DS-FMHMM, the electromagnetic performances of machines under different magnet excitation sources are analyzed, and a comprehensive electromagnetic performance comparison of DS-FMHMM and two existing dual-stator flux modulation machines (DSFMMs) is developed.
本文提出了一种用于直接驱动应用的新型双定子混合磁体磁通调制机(DS-FMHMM),它在转子和定子外侧分别采用钕铁硼磁体励磁和铁氧体磁体励磁。通过这种设计,拟议的 DS-FMHMM 不仅能充分利用双向磁通调制效应,还能有效缓解磁饱和问题。本文介绍了机器的构造和工作原理。然后,对 DS-FMHMM 的设计参数进行了全局优化,以获得高扭矩质量,并分析了磁体尺寸对扭矩的影响。为了评估所提出的 DS-FMHMM 的优点,分析了机器在不同励磁源下的电磁性能,并对 DS-FMHMM 和现有的两种双定子磁通调制机 (DSFMM) 进行了全面的电磁性能比较。
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引用次数: 0
Optimization Design and Experiment of High-Speed Drag-Reducing Trencher Based on Conservation Tillage 基于保护性耕作的高速减阻开沟器的优化设计与试验
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-12-31 DOI: 10.3390/act13010016
Weipeng Zhang, Suchun Liu, Yuxi Ji, Shengbo Gao, Bo Zhao, Liming Zhou, Ping Xie, Xinhai Jin, Zhaomei Qiu, Yanwu Ma
In the realm of high-speed precision broadcasting, the existing seeder opener proves inadequate for the speed of the seeding operation. We focus on the duckbill opener and employ the quadratic regression orthogonal rotation combination test design method to optimize the structural parameters of the opener. Throughout the experiment, the primary performance metrics encompassed the opener’s working resistance and the side dumping distance. The selected experimental factors comprised the penetration angle, the angle of soil entry gap, the shovel body width, and the shovel length. The optimal arrangement of structural parameters has been determined: a penetration angle, a soil entry gap angle, a shovel body width of 21 mm, and a shovel length of 142 mm. These parameters contribute to increased velocity, reduced operational resistance, and minimal soil disturbance. Under this combination, the relative deviations between the recorded measurements and the theoretical outcomes for working resistance and the side dumping distance stand at 4.24% and 1.06%, respectively; these confirm the credibility of the optimization results. We performed adaptability testing and conducted a comparative analysis under various operational conditions to assess the innovative opener’s ability to reduce force, minimize soil disruption, and maintain depth stability. The findings are as follows: At a depth of 5 cm and velocities ranging from 6 km/h to 8 km/h, an average working resistance reduction of 19.73%, a 5.64% decrease in the side dumping distance, and an average depth stability of 89.5% were observed. When operated at a speed of 7 km/h with a depth ranging from 3 cm to 5 cm, an average reduction of 19.66% in operational resistance, a 2.59% decrease in the side dumping distance, and an average depth stability of 91.1% were recorded. These results illustrate the innovative opener’s capacity to significantly reduce working resistance and side dumping distance while satisfying the depth stability requisites.
在高速精量播种领域,现有的播种机开沟器无法满足播种作业的速度要求。我们以鸭嘴式开沟器为重点,采用二次回归正交旋转组合试验设计方法,优化开沟器的结构参数。在整个试验过程中,主要性能指标包括开沟器的工作阻力和侧倾距离。选定的实验因素包括穿透角、入土间隙角、铲体宽度和铲体长度。已确定的最佳结构参数安排为:穿透角、入土间隙角、铲体宽度 21 毫米和铲体长度 142 毫米。这些参数有助于提高速度、减少操作阻力和最小化土壤扰动。在这种组合下,工作阻力和侧倾距离的记录测量结果与理论结果之间的相对偏差分别为 4.24% 和 1.06%;这证实了优化结果的可信度。我们进行了适应性测试,并在各种作业条件下进行了对比分析,以评估创新开沟器在减少作用力、最小化土壤破坏和保持深度稳定性方面的能力。结果如下:在深度为 5 厘米、速度为 6 千米/小时至 8 千米/小时的条件下,观察到工作阻力平均减少了 19.73%,侧倾距离减少了 5.64%,深度稳定性平均达到 89.5%。当以 7 千米/小时的速度运行,深度在 3 厘米至 5 厘米之间时,工作阻力平均减少了 19.66%,侧倾距离减少了 2.59%,平均深度稳定性达到 91.1%。这些结果表明,创新开沟器能够显著减少工作阻力和侧倾距离,同时满足深度稳定性要求。
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引用次数: 0
Electric Actuation of Transport Vehicles: Overview of Technical Characteristics and Propulsion Solutions through a Systematic Patent Analysis 运输车辆的电动驱动:通过系统专利分析概述技术特点和推进解决方案
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-12-30 DOI: 10.3390/act13010015
Davide Consolati, Paolo Marmaglio, Lorenzo Canziani, M. Tiboni, C. Amici
Electric transport vehicles offer sustainable transportation solutions with benefits, such as reduced emissions, noise, and operating costs. This paper draws an overview of the available technical solutions to actuate transport vehicles with electric drives, as depicted by patent literature. A dataset of 1784 patents was created; the documents were selected through a systematic approach, and the patents were then classified according to a number of user-defined categories. The dataset was analyzed by applying two different methods: (i) a quantitative analysis (literature overview), enabling glance evaluations about the defined categories, and (ii) a qualitative analysis (detailed analysis), which focuses on the detection of interesting design features or innovative solutions. The results of this work not only provide an alternative and complementary overview to the analysis of solutions that may emerge from a scientific literature review, but can also offer support in strategic planning to companies wishing to protect their innovations and remain competitive in the evolving market of transport vehicles.
电动交通工具提供了可持续的交通解决方案,具有减少排放、降低噪音和运营成本等优点。本文概述了专利文献中所描述的电动驱动运输车辆的现有技术解决方案。本文创建了一个包含 1784 项专利的数据集;通过系统化的方法对文献进行筛选,然后根据用户定义的类别对专利进行分类。数据集通过两种不同的方法进行分析:(i) 定量分析(文献综述),对定义的类别进行一目了然的评估;(ii) 定性分析(详细分析),重点是发现有趣的设计特征或创新解决方案。这项工作的成果不仅为科学文献综述中可能出现的解决方案分析提供了另一种补充性概述,而且还能为希望保护其创新成果并在不断变化的运输工具市场中保持竞争力的公司提供战略规划支持。
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引用次数: 0
Optimal Design of a Surface Permanent Magnet Machine for Electric Power Steering Systems in Electric Vehicle Applications Using a Gaussian Process-Based Approach 使用基于高斯过程的方法优化电动汽车应用中电动助力转向系统的表面永磁机械设计
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-12-29 DOI: 10.3390/act13010013
Gilsu Choi, Gwan-Hui Jang, Mingyu Choi, Jungmoon Kang, Ye Gu Kang, Sehwan Kim
The efficient design optimization of electric machines for electric power steering (EPS) applications poses challenges in meeting demanding performance criteria, including high power density, efficiency, and low vibration. Traditional optimization approaches often fail to find a global solution or suffer from excessive computation time. In response to the limitations of traditional approaches, this paper introduces a novel methodology by incorporating a Gaussian process-based adaptive sampling technique into a surrogate-assisted optimization process using a metaheuristic algorithm. Validation on a 72-slot/8-pole interior permanent magnet (IPM) machine demonstrates the superiority of the proposed approach, showcasing improved exploitation–exploration balance, faster convergence, and enhanced repeatability compared to conventional optimization methods. The proposed design process is then applied to two surface PM (SPM) machine configurations with 9-slot/6-pole and 12-slot/10-pole combinations for EPS applications. The results indicate that the 12-slot/10-pole SPM design surpasses the alternative design in torque density, efficiency, cogging torque, torque ripple, and manufacturability.
为电动助力转向(EPS)应用高效优化电机设计,是满足高功率密度、高效率和低振动等苛刻性能标准的挑战。传统的优化方法往往无法找到全局解决方案,或者计算时间过长。针对传统方法的局限性,本文介绍了一种新颖的方法,即将基于高斯过程的自适应采样技术融入到使用元启发式算法的代用辅助优化过程中。在 72 槽/8 极内部永磁(IPM)机器上的验证证明了所提方法的优越性,与传统优化方法相比,该方法改善了开发与探索之间的平衡,收敛速度更快,可重复性更高。然后,将所提出的设计流程应用于两种表面永磁(SPM)机器配置,即 9 槽/6 极和 12 槽/10 极的 EPS 应用组合。结果表明,12 插槽/10 极 SPM 设计在扭矩密度、效率、齿槽扭矩、扭矩纹波和可制造性方面均优于替代设计。
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引用次数: 0
Study of Error Flow for Hydraulic System Simulation Models for Construction Machinery Based on the State-Space Approach 基于状态空间方法的工程机械液压系统仿真模型误差流研究
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-12-29 DOI: 10.3390/act13010014
Deying Su, Hongyan Rao, Shaojie Wang, Yongjun Pan, Yubing Xu, Liang Hou
This study presents an error flow research method for simulation models of hydraulic systems in construction machinery based on the state-space approach, aiming to ensure the reliable application of digital twin models. Initially, a comprehensive analysis of errors in the simulation modeling of hydraulic systems in construction machinery was conducted, highlighting simulation model parameters as the primary error sources. Subsequently, a set of metrics for assessing the accuracy of simulation models was developed. Following this, an error flow analysis method for simulation models of hydraulic systems in construction machinery was explored based on the state space approach, delving into the sources, transmission, and accumulation of errors in the simulation modeling of valve-controlled cylinder systems. The research results unequivocally indicate that the spring stiffness, viscous damping coefficient, and hydraulic cylinder external leakage coefficient are critical parameters affecting the accuracy of valve-controlled cylinder system simulation models. Furthermore, it was observed that the simulation model of the control valve has a significantly greater impact on the errors in the valve-controlled cylinder system simulation model than the hydraulic cylinder model. In conclusion, the reliability of the error flow model was confirmed through simulation experiments, revealing a maximum relative error of only 3.73% between the error flow model and the results of the simulation experiments.
本研究提出了一种基于状态空间方法的工程机械液压系统仿真模型误差流研究方法,旨在确保数字孪生模型的可靠应用。首先,对工程机械液压系统仿真建模中的误差进行了全面分析,强调仿真模型参数是主要误差源。随后,开发了一套评估仿真模型准确性的指标。随后,基于状态空间方法,探索了工程机械液压系统仿真模型的误差流分析方法,深入研究了阀控油缸系统仿真模型的误差来源、传递和积累。研究结果明确指出,弹簧刚度、粘性阻尼系数和液压缸外泄漏系数是影响阀控缸系统仿真模型精度的关键参数。此外,研究还发现,控制阀仿真模型对阀控油缸系统仿真模型误差的影响明显大于液压油缸模型。总之,通过模拟实验证实了误差流模型的可靠性,误差流模型与模拟实验结果之间的最大相对误差仅为 3.73%。
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引用次数: 0
Mechanism and Experimental Investigation of Vibration Reduction for Container Cranes Based on Particle Damping Technology 基于颗粒阻尼技术的集装箱起重机减振机理与实验研究
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-12-28 DOI: 10.3390/act13010011
Fangping Ye, Xinyi Xue, Weijie Jiang, Xiyan Yin
Container cranes have been widely used for port operation. However, the structure of the port container crane is large, which always leads to crane damage under vibration and strong wind. Therefore, a method for vibration reduction of container crane structure based on particle damping technology is proposed. In this investigation, the scale 1:80 crane model is built, and the equivalent mechanical model is also established to preliminarily verify the effect of vibration suppression. Furthermore, the dependence of vibration suppression effect on the key parameters of the damper, i.e., filling material, filling rate, particle size, and installation position of dampers are analyzed through experiments. The results indicate that the vibration peak of the crane structure displayed in the Simulink oscilloscope is weakened and lags behind, the installation of the damper brings the effect of vibration suppression for the crane, and the vibration suppression effect reaches 25%; the crane mode obtains the best vibration suppression effect under the condition that the material filled in the damper has a large density and elastic modulus, sufficient collision space and high collision frequency, and the dampers are installed far away from the crane center of gravity. The optimum parameters of the damper obtained from experiments were 12 mm lead beads, a filling rate of 60%, installed in the distal ends within the strength range of the forearm of the crane. It is thus concluded that particle damping technology has provided an effective way of wind and vibration reduction for container cranes.
集装箱起重机已广泛应用于港口作业。然而,港口集装箱起重机结构庞大,在振动和强风作用下总会导致起重机损坏。因此,提出了一种基于粒子阻尼技术的集装箱起重机结构减振方法。本次研究建立了比例为 1:80 的起重机模型,并建立了等效力学模型,初步验证了抑振效果。此外,还通过实验分析了抑振效果与阻尼器关键参数,即填充材料、填充率、颗粒大小和阻尼器安装位置的关系。结果表明,Simulink 示波器显示的起重机结构振动峰值减弱且滞后,安装阻尼器可为起重机带来抑振效果,抑振效果达到 25%;在阻尼器填充材料具有较大密度和弹性模量、足够的碰撞空间和较高的碰撞频率、阻尼器安装位置远离起重机重心的条件下,起重机模式获得了最佳抑振效果。实验得出的阻尼器最佳参数为 12 毫米铅珠,填充率为 60%,安装在起重机前臂强度范围内的远端。由此得出结论,颗粒阻尼技术为集装箱起重机提供了一种有效的减风减震方法。
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引用次数: 0
Man-Power-Amplifying Exoskeleton with Pneumatic Actuator 带气动执行器的人力放大外骨骼
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-12-28 DOI: 10.3390/act13010012
F. Durante, T. Raparelli, P. Beomonte Zobel
This study describes the activity of developing a force amplifier exoskeleton with one degree of freedom. The system was developed as a research prototype to conduct control system studies. The device consists of an arm with a pneumatic cylinder actuator controlled by a pressure regulator. As for the human–machine interface, the system has a force sensor. The idea is to verify the possibility of developing a simple system from the sensor system’s point of view and the control system’s architecture while simultaneously obtaining an effective, economical, and reliable device. The idea developed in this project is to use the user’s available ability to control movements in unknown environments. The user constitutes the central part of the entire control system: he defines the references for the speeds and forces to be applied to the environment and observes the rates of the controlled robotic system through his own sight and proprioceptive system. On the other hand, the machine produces and controls the forces applied to the environment by the actuator. In this way, the device shows an increased admittance. A mathematical system model was created to verify the idea’s feasibility. Following the results of the simulations, a prototype was built on which experimental tests were carried out. As stated above, it was possible to obtain the described behavior with the use of a force sensor, one-axis type, interposed between the machine and the user, to constitute the human–machine interface; using a pressure regulator, it was possible to avoid the sensors for the force feedback by the environment. The result is a simple architecture for the sensors and the control algorithm. Specific test protocols were proposed to test the performance of the human–machine “system”, and a test bench was developed that allows the tracking of variable signals represented on a monitor, which the user must follow. The system is intuitive to use, with a rapid learning curve, and the user can handle high loads according to the different signals to be followed with good precision, even at high speeds.
本研究描述了开发单自由度力放大器外骨骼的活动。该系统是作为研究原型开发的,用于进行控制系统研究。该装置由一个手臂和一个由压力调节器控制的气缸致动器组成。至于人机界面,该系统有一个力传感器。我们的想法是从传感器系统和控制系统结构的角度来验证开发一个简单系统的可能性,同时获得一个有效、经济和可靠的设备。本项目开发的理念是利用用户的现有能力来控制未知环境中的运动。用户是整个控制系统的核心部分:他为施加到环境中的速度和力量定义基准,并通过自己的视觉和本体感觉系统观察受控机器人系统的速率。另一方面,机器通过执行器产生并控制施加到环境中的力。通过这种方式,该设备显示出更高的接受能力。为了验证这一想法的可行性,我们创建了一个数学系统模型。根据模拟结果,制作了一个原型,并在此基础上进行了实验测试。如上所述,通过在机器和用户之间安装一个单轴类型的力传感器来构成人机界面,可以获得所述的行为;通过使用压力调节器,可以避免使用传感器来获得环境的力反馈。因此,传感器和控制算法的结构非常简单。为测试人机 "系统 "的性能,提出了具体的测试协议,并开发了一个测试台,可以跟踪显示器上的可变信号,用户必须跟踪这些信号。该系统使用直观,学习曲线快,用户可以根据需要跟踪的不同信号,精确地处理高负荷,即使在高速运转时也是如此。
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引用次数: 0
Vibration Damping and Noise Reduction of a New Non-Newtonian Fluid Damper in a Washing Machine 新型非牛顿流体阻尼器在洗衣机中的减振降噪效果
IF 2.6 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2023-12-23 DOI: 10.3390/act13010009
Yuanjin Song, Zhuang Zhong, Xianping Wang, Qianfeng Fang, Zhijun Cheng, Tao Zhang
Due to friction vibration dampers’ inability to effectively dampen low loads during high-frequency dewatering, drum washing machines vibrated intensively. In order to address this problem, in this paper, a novel type of low-cost non-Newtonian fluid damper is proposed and investigated based on the non-Newtonian fluid shear thinning properties’ effect on vibration suppression during the high-frequency dewatering process of the washing machine. In contrast to other commonly used dampers, the homemade non-Newtonian fluid damper significantly suppresses the growth trend of the apparent elastic coefficient at high frequencies. A systematic investigation of damper structural parameters reveals that smaller gap height, higher piston head number, and more viscous fluid viscosity are adequate for vibration suppression and noise reduction. These results demonstrate that the non-Newtonian fluid damper can produce an excellent vibration-damping effect for the entire washing process of the washing machine, especially for the high-frequency dewatering process. The acceleration attenuation ratio can reach up to 83.49%, the energy attenuation is up to 98.44%, and the noise reduction is up to 10.38 dB.
由于摩擦减震器无法有效抑制高频脱水过程中的低负荷,滚筒洗衣机振动剧烈。针对这一问题,本文提出了一种新型低成本非牛顿流体阻尼器,并基于非牛顿流体剪切稀化特性对洗衣机高频脱水过程中振动抑制作用的研究。与其他常用阻尼器相比,自制的非牛顿流体阻尼器能显著抑制高频率下表观弹性系数的增长趋势。对阻尼器结构参数的系统研究表明,较小的间隙高度、较高的活塞头数和较粘的流体粘度足以抑制振动和降低噪音。这些结果表明,非牛顿流体阻尼器可以对洗衣机的整个洗涤过程,尤其是高频脱水过程产生极佳的减振效果。加速度衰减率高达 83.49%,能量衰减率高达 98.44%,噪声降低率高达 10.38 dB。
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引用次数: 0
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Actuators
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