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Varying rate adaptive hybrid position–impedance control for robot-assisted ultrasonic examination system 机器人辅助超声检测系统的变速率自适应混合位置-阻抗控制
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-06-20 DOI: 10.5194/ms-13-559-2022
Z. Xie, Zheng Yan
Abstract. Robot ultrasound has great potential for reducing the workload of a sonographer, improving the access to nursing care, producing more accurate imaging, and avoiding direct contact with patients. However, in the process of ultrasonic scanning, the traditional manual control scheme of the ultrasonic machine cannot simultaneously consider the problems of instantaneous contact force overshoot and steady-state force-tracking error, which is very important to improve image quality and ensure patient safety. In this paper, we proposed a varying rate adaptive hybrid position–impedance control strategy, which is used for the ultrasonic robot operator to scan the abdomen transversely. In order to ensure the stability of ultrasonic robot in the position subspace with parameter uncertainty and external interference, an adaptive inverse position controller is designed. In the scanning process of force subspace, a variable adaptive impedance control scheme is carefully designed to avoid force overshoot and keep the accuracy of the force tracking. Different from the classical impedance realization, the dynamic update rate is to update the impedance characteristics through force sensor feedback, reduce overshoot, and keep the stability and accuracy of the robot system during the task. Through the comparative study of different adaptive control schemes, the effectiveness of the proposed variable rate adaptive impedance control strategy was discussed. The proposed control scheme was verified in the virtual robot experimental environment, V-rep. Simulation and experimental results show that the proposed variable rate adaptive position impedance hybrid control scheme is more promising and efficient in robot-assisted ultrasound imaging.
摘要机器人超声在减少超声医师的工作量、改善护理、产生更准确的成像以及避免与患者直接接触方面具有巨大的潜力。然而,在超声扫描过程中,传统的超声机手动控制方案无法同时考虑瞬时接触力超调和稳态力跟踪误差问题,这对提高图像质量和确保患者安全非常重要。本文提出了一种可变速率自适应混合位置-阻抗控制策略,用于超声机器人操作员对腹部进行横向扫描。为了保证超声机器人在具有参数不确定性和外部干扰的位置子空间中的稳定性,设计了一种自适应逆位置控制器。在力子空间扫描过程中,精心设计了可变自适应阻抗控制方案,避免了力超调,保证了力跟踪的准确性。与经典的阻抗实现不同,动态更新速率是通过力传感器反馈更新阻抗特性,减少超调量,保持机器人系统在任务过程中的稳定性和准确性。通过对不同自适应控制方案的比较研究,讨论了所提出的可变速率自适应阻抗控制策略的有效性。在虚拟机器人实验环境V-rep中对所提控制方案进行了验证。仿真和实验结果表明,所提出的可变速率自适应位置阻抗混合控制方案在机器人辅助超声成像中具有较好的应用前景和效率。
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引用次数: 0
Automation creation method for a double planet carrier gear train transplanting mechanism based on functional constraints 基于功能约束的双行星载轮系移栽机构自动化创建方法
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-06-17 DOI: 10.5194/ms-13-543-2022
Liang Sun, Xuewen Huang, Yadan Xu, Zhizheng Ye, C. Wu
Abstract. In order to satisfy the design requirements of diversified seedling transplanting mechanisms, this paper carried out systematic research on the creation method of planetary gear train mechanisms for transplanting based on the graph theory and the structural and functional characteristics of the transplanting gear train so as to establish a complete configuration atlas of a transplanting gear train. The structure and transmission ratio constraints of the planetary gear train for transplanting are established on the basis of the displacement graph of the planetary gear train. Selection methods for the planetary gear train rack, input, and output components are also proposed. The classification of three types of planetary gear trains is introduced by analysing the motion characteristics of the seedling transplanting mechanism, which realizes the systematic screening and classification of the double planet carrier gear train (DPGT) configuration. A total of 528 DPGTs, which are suitable for transplanting, including 3 five-bar, 13 six-bar, 92 seven-bar, and 420 eight-bar DPGTs are obtained. The problem of the single planet carrier transplanting mechanism not satisfying the requirements of a diversified transplanting trajectory is solved.
摘要为了满足多样化秧苗移栽机构的设计要求,本文基于图论,结合移栽轮系的结构和功能特点,对移栽行星轮系机构的创建方法进行了系统的研究,建立了完整的移栽轮系构型图谱。在行星轮系位移图的基础上,建立了移栽行星轮系的结构和传动比约束。提出了行星轮系齿条、输入、输出部件的选择方法。通过对秧苗移栽机构运动特性的分析,介绍了三种行星轮系的分类,实现了双行星载体轮系(DPGT)结构的系统筛选和分类。共获得适合移植的dpgt 528个,其中5 -bar 3个,6 -bar 13个,7 -bar 92个,8 -bar 420个。解决了单行星载体移植机构不满足多种移植轨迹要求的问题。
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引用次数: 0
The singular value decomposition method of improved incidence matrix for isomorphism identification of epicyclic gear trains 改进关联矩阵奇异值分解法在行星轮系同构辨识中的应用
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-06-15 DOI: 10.5194/ms-13-535-2022
Min Zhou, Wei Sun, Rong-Lin Wu, Wen-feng Fu
Abstract. The epicyclic gear train (EGT) is an advanced geartransmission mechanism, which is widely applied in drive systems. It isof great significance to eliminate the same structure in the type synthesisof EGTs. In this paper, an isomorphism identification method of EGTs basedon the singular value decomposition of improved incidence matrix isproposed. Firstly, the improved incidence matrix is used to describe thestructure of EGTs. Then, the degree sequence of links and kinematic pairscan be extracted and used as a basic information for preliminary screening.The improved incidence matrix can effectively distinguish multiple joints.Next, the topological connection relationship between the links and thekinematic pairs is extracted by the singular value decomposition of thematrix, which is used as the final value for isomorphism identification ofEGTs. Finally, the effectiveness of this method is verified through a lot ofexamples.
摘要行星轮系是一种先进的齿轮传动机构,在传动系统中有着广泛的应用。消除同种结构对egt型合成具有重要意义。本文提出了一种基于改进关联矩阵奇异值分解的egt同构识别方法。首先,采用改进的关联矩阵来描述egt的结构。然后,提取连杆度序列和运动对,作为初步筛选的基本信息。改进的关联矩阵能有效区分多个关节。其次,通过矩阵的奇异值分解提取连杆与运动对之间的拓扑连接关系,并将其作为fgt同构识别的最终值。最后,通过大量实例验证了该方法的有效性。
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引用次数: 0
Design and kinematic analysis of a multifold rib modular deployable antenna mechanism 多肋模块化可展开天线机构的设计与运动学分析
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-06-14 DOI: 10.5194/ms-13-519-2022
D. Tian, Haiming Gao, Lu Jin, Rongqiang Liu, Yu Zhang, Chuang Shi, J. Xu
Abstract. Aiming at the urgent need for the development of space deployable antenna with large aperture and a high storage rate, a newconfiguration of a multifold rib modular deployable antenna mechanism isproposed. The overall structure scheme design of the antenna is carried out, and the structure composition of the module, the principle of structural topology transformation, and the scheme of mechanism deployment and locking are expounded. According to the shape and constraint relationship of the structure deployment and folded state, and based on basic theory of robotics, calculation and the analysis of key structural parameters and the included angle of rib units are carried out, and the parameterized mathematical model is established. The detailed structural design is carried out, and then the complex structures such as the center beam assembly, diagonal beam assembly, and outer beam assembly are introduced in detail. The kinematic simulation of the mechanism is carried out by using ADAMS software, and the variation law of the motion parameters is analyzed. Finally, the prototype of a hexagonal prism single-module principle is developed, and a deployment function test and verification are carried out. The simulation and test results show that the proposed mechanism can realize the motion change from folded to deployed, and no problems such as interference or clamping are observed in deployment, which verifies the correctness and the feasibility of the structural scheme and principle. Moreover, the proposed new configuration scheme not only retains the characteristics of modular structure, such as good universality and easy expansion, but also has a high storage rate and structure efficiency rate. The research results have a high reference value and relevance for basic theoretical research and the engineering application of a space deployable antenna.
摘要针对发展大口径高存储速率空间可展开天线的迫切需要,提出了一种多肋模块化可展开天线机构的新结构。进行了天线的总体结构方案设计,阐述了模块的结构组成、结构拓扑变换原理、机构展开与锁定方案。根据结构展开和折叠状态的形状和约束关系,基于机器人基本理论,对关键结构参数和肋单元夹角进行了计算和分析,并建立了参数化数学模型。进行了详细的结构设计,然后对中心梁组合、斜梁组合、外梁组合等复杂结构进行了详细的介绍。利用ADAMS软件对机构进行了运动学仿真,分析了机构运动参数的变化规律。最后,开发了六棱柱单模块原理样机,并进行了部署功能测试与验证。仿真和试验结果表明,所提出的机构能够实现从折叠到展开的运动变化,展开过程中不存在干涉、夹紧等问题,验证了结构方案和工作原理的正确性和可行性。此外,所提出的新配置方案既保留了模块化结构通用性好、易于扩展等特点,又具有较高的存储率和结构效率。研究结果对空间可展开天线的基础理论研究和工程应用具有较高的参考价值和相关性。
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引用次数: 3
Adaptive multiswarm particle swarm optimization for tuning the parameter optimization of a three-element dynamic vibration absorber 三元动力减振器参数优化的自适应多温暖粒子群算法
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-06-13 DOI: 10.5194/ms-13-505-2022
Q. Song, Lin Jing Xiao, Q. Song, Haiyan Jiang, Xiu Jie Liu
Abstract. A reliable optimization of dynamic vibration absorber (DVA) parameters is extremely important to analyze its dynamic damping characteristics and improve its vibration suppression performance. In this paper, we will discuss a parameter optimization method of the Voigt and three-element DVA models according to the H∞ optimization criterion. The particle swarm optimization method is an effective heuristicoptimization algorithm; however, it is easy to lose diversity and fall into local extremum. To solve this problem, the adaptive multiswarm particle swarm optimization (AM-PSO) is used to search the solution of the DVA models. Particles in AM-PSO are adaptively divided into multiple swarms, andthe variable substitution learning strategy is utilized to reduce their computational complexity and improve the algorithm's global search capability. In addition, the AM-PSO method is employed to optimize the parameters of DVA models and compared with the genetic algorithm and PSO. The simulation results show that the AM-PSO algorithm has superior performance. Also, the adaptive multiswarm numerical design method discussed herein will push the field towards practical applications, including traditional DVA and related complex three-element DVA.
摘要动态减振器(DVA)参数的可靠优化对于分析其动态阻尼特性和提高其减振性能至关重要。在本文中,我们将根据H∞优化准则讨论Voigt和三元DVA模型的参数优化方法。粒子群优化方法是一种有效的启发式优化算法;然而,它很容易失去多样性,陷入局部极值。为了解决这个问题,使用自适应多温暖粒子群优化(AM-PSO)来搜索DVA模型的解。将AM-PSO中的粒子自适应地划分为多个群,并采用可变替换学习策略来降低其计算复杂度,提高算法的全局搜索能力。此外,采用AM-PSO方法对DVA模型的参数进行了优化,并与遗传算法和粒子群算法进行了比较。仿真结果表明,AM-PSO算法具有优越的性能。此外,本文讨论的自适应多温数值设计方法将推动该领域的实际应用,包括传统的DVA和相关的复杂三元DVA。
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引用次数: 2
Kinematics and control of a cable-driven snake-like manipulator for underwater application 水下蛇形索驱动机械臂的运动学与控制
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-06-07 DOI: 10.5194/ms-13-495-2022
F. Xue, Zhimin Fan
Abstract. In view of the large volume, complex structure, and poorperformance of traditionalunderwater manipulators in some complicated underwater scenarios, a cable-driven snake-like manipulator (CDSLM) isproposed. In this paper, the kinematics model of the proposed CDSLM isfirstly established, which can be decomposed into three parts: motor–cablekinematics, cable–joint kinematics, and joint–end kinematics. Atip-following algorithm is then presented to weave through theconfined and hazardous spaces along a defined path with high efficiency. The main merit of thealgorithm is that only the terminal section variables need to be calculatedand recorded, which solves the problem of expensive computational cost forthe inverse kinematics of snake-like manipulators. Finally, evaluationindexes of the path-following performance are proposed to evaluate the effect ofthe tip-following algorithm. Simulations of the path-tracking performanceare carried out using MATLAB. The results demonstrate that the averagecomputation time is about 1.6 ms, with a deviation of less than 0.8 mm fromthe desired path, and the stability and effectiveness of the tip-followingalgorithm are verified.
摘要针对传统水下机械臂体积大、结构复杂、在一些复杂水下场景下性能不佳的问题,提出了一种索驱动蛇形机械臂(CDSLM)。本文首先建立了CDSLM的运动学模型,将其分解为电机-电缆运动学、电缆-关节运动学和关节端运动学三个部分。在此基础上,提出了一种尖端跟踪算法,可以沿确定的路径高效地穿过受限和危险空间。该算法的主要优点是只需要计算和记录末端截面变量,解决了蛇形机械臂逆运动学计算成本高的问题。最后,提出了路径跟踪性能的评价指标来评价尖端跟踪算法的效果。利用MATLAB对其路径跟踪性能进行了仿真。结果表明,平均计算时间约为1.6 ms,与期望路径的偏差小于0.8 mm,验证了尖端跟踪算法的稳定性和有效性。
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引用次数: 1
Modelling and predictive investigation on the vibration response of a propeller shaft based on a convolutional neural network 基于卷积神经网络的传动轴振动响应建模与预测研究
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-06-03 DOI: 10.5194/ms-13-485-2022
Xin Shen, Qianwen Huang, Ge Xiong
Abstract. It is crucial to detect the working state of a propeller shaft in real time, as its vibration affects the safety of the marine propulsion system directly. With the difficulty of obtaining an accurate signal due to the particularity of propeller shaft, a suitable method for estimating the vibration response of propeller shaft is proposed in this paper. The nonlinear relationship of vibration signals between the bearing and propeller shaft is obtained by fitting the existing data sets with various neural networks. The feasibility of the proposed method is demonstrated through a prediction of shaft vibration on the basis of a shaft experimental platform. Moreover, the optimal model of the neural network is obtained by comparing the influence of different hyper parameters and network models. The results indicate a prediction accuracy of over 95 % of the shaft vibration in the lower frequency band for a convolutional neural network. Therefore, the research provides an easier maintenance method for predicting the real-time monitoring for the vibration response of the propeller shaft.
摘要实时检测传动轴的工作状态至关重要,因为传动轴的振动直接影响船舶推进系统的安全。由于传动轴的特殊性,难以获得准确的信号,本文提出了一种合适的传动轴振动响应估计方法。利用各种神经网络对现有的数据集进行拟合,得到了轴承和传动轴之间振动信号的非线性关系。通过在轴实验平台上进行的轴振动预测,验证了该方法的可行性。此外,通过比较不同超参数和网络模型的影响,得到了神经网络的最优模型。结果表明,预测精度超过95 % 用于卷积神经网络的低频带中的轴振动。因此,该研究为预测传动轴振动响应的实时监测提供了一种更容易维护的方法。
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引用次数: 1
The three-point eccentric magnetorheological polishing technology for hard brittle alumina ceramics 硬脆氧化铝陶瓷三点偏心磁流变抛光技术
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-05-20 DOI: 10.5194/ms-13-473-2022
Cheng Zheng, Bingsan Chen, Xiaoyu Yan, Yongchao Xu, Shangchao Hung
Abstract. This work presents the design of a pressurised three-point eccentric magnetorheological polishing (MRP) device, for alumina ceramics' hard and brittle characteristics, and a carrier disc magnetic field generator and a single closed-loop uniform magnetic field generator for amore uniform and increased magnetic field distribution. When compared with the traditional gap type, this device considerably enhances polishing efficiency. This apparatus has also been used to explore the mechanism of MRP. Static magnetic field simulations were conducted, and the fundamentals of the three-point eccentric magnetorheological process were addressed. Alumina ceramics were polished with a three-point eccentric wheel MRP equipment. Polishing tests were conducted to explore the effects of rotational speed, working pressure, abrasive type, abrasive particle size and polishing duration on polishing properties, and optimised polishing parameters were established. The surface roughness (Ra) of the samples wasdramatically reduced from 500 to 22.41 nm using the three-point eccentric MRP device. The pit markings on the alumina ceramics' surface vanished after polishing. Therefore, the approach has considerable polishing potential for hard and brittle materials that can be nanofabricated with minimal surface sub-damage.
摘要本文针对氧化铝陶瓷的硬脆特性,设计了加压三点偏心磁流变抛光(MRP)装置,并设计了载波盘磁场发生器和单闭环均匀磁场发生器,以实现更均匀和增加的磁场分布。与传统的间隙式抛光相比,该装置大大提高了抛光效率。该装置也被用于探索MRP的机制。进行了静磁场模拟,分析了三点偏心磁流变过程的基本原理。采用三点偏心轮MRP设备对氧化铝陶瓷进行抛光。通过抛光试验,探讨了转速、工作压力、磨料类型、磨料粒度和抛光时间对抛光性能的影响,建立了优化的抛光参数。采用三点偏心MRP装置后,样品的表面粗糙度(Ra)从500 nm显著降低到22.41 nm。氧化铝陶瓷表面的凹坑痕迹经抛光后消失。因此,该方法具有相当大的抛光潜力,可以对表面亚损伤最小的硬脆材料进行纳米加工。
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引用次数: 0
Priority flow divider valve and its dynamic analysis using various hydraulic drive systems: a bond graph approach 优先分流阀及其在不同液压驱动系统中的动态分析:键合图法
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-05-19 DOI: 10.5194/ms-13-459-2022
Dharmendra Kumar, Anil C. Mahato, O. Prakash, K. Kumar
Abstract. The priority flow divider valve (PFDV) is used in powerhydraulic system to split the supply flow in dual paths, i.e., primary path and secondary path. The flow ratio in each path is either predetermined or can be adjustable as per the loading conditions. The stated properties of the valve can be applied in a steering mechanism in automobile and a hydrostatic power transmission unit in a wind turbine. In a steering mechanism, it helps the system to perform two different functions against two different loads simultaneously, whereas, in a wind turbine, it can be used in hydrostatic power transmission unit to reduce the power fluctuation obtained from it. The hydrostatic power transmission system with PFDV (SMHPTSPFDV) used in a steering mechanism and the hydrostatic power transmission system with PFDV (WTHPTSPFDV) used in a wind turbine are modeled using the bond graph technique, and simulated in SYMBOLS Shakti software to analyze the steadyand dynamic performance of the PFDV. The user-defined rectangular and sinusoidal variable pump speed has been used as inputs for system performance analysis. It is found that the PFDV may handle dual loads simultaneously, and it eliminates the use of multiple control valves to operate the same dualloads. Hence, it not only improves the system stability but also reduces the maintenance cost of the system. Moreover, the power and energy loss through the PFDV have been analyzed for both applications. It has been found that the power loss through the PFDV is higher when it is connected with SMHPTSPFDV. Also, the influences on the power and energy loss through PFDV are analyzed under various loading conditions.
摘要优先分流阀(PFDV)用于动力液压系统中,将供应流量分流成双路,即主路和次路。每个路径的流量比是预先确定的,也可以根据负载条件进行调整。所述阀的性能可应用于汽车转向机构和风力发电机静压动力传动装置。在转向机构中,它可以帮助系统同时针对两种不同的负载执行两种不同的功能,而在风力发电机组中,它可以用于静压动力传动单元,以减少从它获得的功率波动。采用键合图技术对某转向机构用PFDV (SMHPTSPFDV)和风力机用PFDV (WTHPTSPFDV)静液压传动系统进行建模,并在SYMBOLS Shakti软件中进行仿真,分析了PFDV的稳态和动态性能。用户自定义的矩形和正弦变量泵转速作为系统性能分析的输入。研究发现,PFDV可以同时处理双负载,并且避免了使用多个控制阀来操作相同的双负载。这样既提高了系统的稳定性,又降低了系统的维护成本。此外,还分析了两种应用中PFDV的功率损耗和能量损耗。研究发现,当PFDV与SMHPTSPFDV连接时,通过PFDV的功率损耗更高。分析了不同载荷条件下PFDV对功率和能量损失的影响。
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引用次数: 2
Optimization and active control of internal gearing power honing process parameters for better gear precision 为提高齿轮精度,对内啮合动力珩磨工艺参数进行优化和主动控制
IF 1.4 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2022-05-13 DOI: 10.5194/ms-13-449-2022
Bin Yuan, Jiang Han, Xiaoqing Tian, L. Xia
Abstract. Optimization and active control of internal gearing powerhoning (IGPH) process parameters for excellent and stable gear precisionwere carried out using the engagement theory of a conjugate curved face, theBox–Behnken design of experiments method, and the artificial immune cloneselection algorithm (AICSA). Optimization and active control were carriedout in four stages. In the first stage, the second-order models of toothprofile deviations were developed considering the nonlinear influence ofIGPH process parameters on tooth profile deviations based on the Box–Behnkendesign. In the second stage, a method for solving the multi-objectiveoptimization of the IGPH process was presented based on building thesynthetic tooth profile deviation model, which considered the differentweighting factors of different tooth profile deviation indexes. In the thirdstage, excellent gear precision was obtained by importing the ranges ofsynthetic tooth profile deviation and parameters into the AICSA. In thefourth stage, based on the optimized process parameters, the active controlof IGPH process parameters was realized based on the constant cutting speedon the fixed position of the gear tooth surface. The total gear profileerror reached a minimum value at the optimal parameters of 1270.4 rpm for spindle speed,60 mm min−1 for axisfeed velocity, 2.4 µm per oscillation for radial feed velocity, and 2.4 spark-out times. Thegear accuracy test results show that the total gear profile error value fromthe above active control method is more stable and lower than that withoutactive control, indicating that the proposed method is effective.
摘要利用共轭曲面啮合理论、box - behnken实验设计法和人工免疫克隆选择算法(AICSA),对内啮合齿轮动力珩磨(IGPH)工艺参数进行了优化和主动控制,以获得良好稳定的齿轮精度。优化和主动控制分四个阶段进行。首先,基于Box-Behnkendesign,考虑igph工艺参数对齿形偏差的非线性影响,建立了齿形偏差的二阶模型;第二阶段,在建立综合齿廓偏差模型的基础上,考虑不同齿廓偏差指标的不同权重,提出了一种求解IGPH过程多目标优化的方法。在第三阶段,通过将合成齿廓偏差范围和参数输入到AICSA中,获得了良好的齿轮精度。第四阶段,在优化后的工艺参数基础上,在齿轮齿面固定位置上实现了基于恒切削速度的IGPH工艺参数的主动控制。在主轴转速为1270.4 rpm、轴向进给速度为60 mm min - 1、径向进给速度为2.4 μ m /振荡和2.4次火花放电时,总齿轮廓形误差达到最小值。齿轮精度试验结果表明,采用上述主动控制方法得到的总齿形误差值比不采用主动控制方法得到的总齿形误差值更稳定、更低,表明该方法是有效的。
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引用次数: 0
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