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Compliant control of biomimetic parallel torso based on musculoskeletal control 基于肌肉骨骼控制的生物仿生平行躯干顺应性控制
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-18 DOI: 10.1016/j.mechatronics.2024.103207
Ruyue Li , Yaguang Zhu , Jianwei Zhu , Zhimin He

Compliant movement and stress buffering of the torso are particularly important for state transition during high-speed locomotion in quadrupedal mammals. Currently, passive compliant control is commonly used in bionic torsos of quadruped robots, while active compliant control remains rare and immature. In previous research, we developed an active six-Degree-of-Freedom (DoF) bionic parallel torso. In this paper, we establish a muscle model that includes four biomechanical elements representing muscle characteristics (muscle force-fiber length and muscle velocity relationships) from the perspective of biology and physiology. We propose a musculoskeletal model that simulates the biological motion control system to control the compliant movement of each joint of the parallel mechanism. This model includes: 1) a neural equilibrium point controller that represents the transmission of motion commands, 2) activation dynamics that describe the activation of stimulated muscles, 3) contraction dynamics that emphasize the biomechanical characteristics of muscle tendons, 4) skeletal dynamics that describe bone movement. The effects of flexor and extensor stimulation on muscle activation, force, length, and velocity were analyzed. The results showed that both the flexor and extensor muscles will contract after corresponding stimulation. Furthermore, adjusting muscle stimulation through the musculoskeletal model can drive the parallel mechanism to reach the desired position. The musculoskeletal control method based on external force feedback can establish new torque balance in joints and drive the parallel torso to achieve compliant movements. Simulation and experiments have demonstrated the feasibility of the musculoskeletal control method. This method enhances the compliance and environmental adaptability of the parallel torso in practical applications.

躯干的顺应运动和应力缓冲对于四足哺乳动物高速运动时的状态转换尤为重要。目前,四足机器人的仿生躯干通常采用被动顺应控制,而主动顺应控制仍然罕见且不成熟。在之前的研究中,我们开发了一种主动六自由度(DoF)仿生平行躯干。在本文中,我们从生物学和生理学的角度出发,建立了一个肌肉模型,其中包括代表肌肉特征(肌肉力-纤维长度和肌肉速度关系)的四个生物力学元素。我们提出了一个肌肉骨骼模型,该模型模拟了生物运动控制系统,以控制平行机构各关节的顺应运动。该模型包括1)代表运动指令传输的神经平衡点控制器;2)描述受刺激肌肉激活的激活动力学;3)强调肌腱生物力学特性的收缩动力学;4)描述骨骼运动的骨骼动力学。研究分析了屈肌和伸肌刺激对肌肉激活、力量、长度和速度的影响。结果表明,屈肌和伸肌在受到相应刺激后都会收缩。此外,通过肌肉骨骼模型调整肌肉刺激可驱动并联机构达到所需的位置。基于外力反馈的肌肉骨骼控制方法可以在关节中建立新的扭矩平衡,并驱动平行躯干实现顺应性运动。模拟和实验证明了肌肉骨骼控制方法的可行性。这种方法提高了平行躯干在实际应用中的顺应性和环境适应性。
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引用次数: 0
Combining underactuation with vacuum grasping for improved robotic grippers 将欠激励与真空抓取相结合,改进机器人抓手
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-12 DOI: 10.1016/j.mechatronics.2024.103211
Matteo Maggi, Giacomo Mantriota, Giulio Reina

This paper introduces the concept of underactuated vacuum gripper (UVG), which combines two strategies, that is, underactuation and vacuum grasping. The idea is to achieve shape adaptation while improving grip stability by augmenting an underactuated gripper with suction cups. A general theory to predict the contact forces for a UVG is developed and used for comparison reasons with a standard underactuated counterpart. Multibody simulations have been performed to verify the analytical model and quantitatively evaluate the performance of the system in terms of three metrics, namely, grasp stability, contact force distribution, and pull-out force. Finally, the experimental results obtained from a physical prototype of an underactuated linkage-driven gripper equipped with suction cups are illustrated, attesting to the feasibility and potential gain of the system.

本文介绍了欠动真空机械手(UVG)的概念,它结合了两种策略,即欠动和真空抓取。其理念是通过在欠驱动抓手上增加吸盘来实现形状适应,同时提高抓取稳定性。本文提出了预测真空抓手接触力的一般理论,并将其与标准的欠驱动抓手进行了比较。为了验证分析模型,还进行了多体模拟,并从三个指标(即抓取稳定性、接触力分布和拉出力)对系统性能进行了定量评估。最后,展示了配备吸盘的欠驱动联动抓手物理原型的实验结果,证明了该系统的可行性和潜在收益。
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引用次数: 0
Wave dynamics intrinsic in symmetric four-channel bilateral teleoperation: Mutual impedance-based motion control 对称四通道双边远程操作的内在波动力学:基于相互阻抗的运动控制
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-05 DOI: 10.1016/j.mechatronics.2024.103209
Kosuke Shikata, Seiichiro Katsura

Bilateral teleoperation is a network control system that connects distant locations under force sensation and contributes to task execution. The motivation of this study is to focus on the importance of symmetry in bilateral teleoperation systems and to design controller configurations with symmetry. This study employs the acceleration control-based four-channel bilateral teleoperation (AC4BT). AC4BTs have the regulator to zero in resultant force and the controller in positional difference, which can precisely achieve bidirectional force transmission and position synchronization while maintaining its symmetric structure. However, the coupled design of the force regulator and position controller remains challenging. The mutual impedance-based motion control approach derives and discusses the intrinsic wave dynamics in AC4BT under communication delay. The mutual impedance determines the transmission characteristics of force and position in bilateral teleoperation since it corresponds to the characteristic impedance in distributed-parameter systems. This study proposes the force-proportional-integral (force PI) and position-proportional-derivative (position PD) controllers, with the gain settings canceling the frequency-dependent terms. Without interfering with the realization of the control objectives, this brings the phase relationship between the force and velocity in manipulation closer to that performed in a no-delay situation. Experimental results verify the proposed approach.

双边远程操作是一种网络控制系统,它在力的作用下将远距离地点连接起来,并促进任务的执行。本研究的动机是关注对称性在双边远程操纵系统中的重要性,并设计具有对称性的控制器配置。本研究采用了基于加速度控制的四通道双边远程操作(AC4BT)。AC4BT 的调节器在结果力上归零,控制器在位置差上归零,在保持其对称结构的同时,可以精确地实现双向力传递和位置同步。然而,力调节器和位置控制器的耦合设计仍然具有挑战性。基于互阻抗的运动控制方法推导并讨论了 AC4BT 在通信延迟下的内在波动力学。互阻抗决定了双边远程操作中力和位置的传输特性,因为它与分布式参数系统中的特性阻抗相对应。本研究提出了力-比例-积分(力 PI)和位置-比例-派生(位置 PD)控制器,其增益设置取消了频率相关项。在不影响控制目标实现的情况下,这使得操纵中力和速度之间的相位关系更接近于无延迟情况下的相位关系。实验结果验证了所提出的方法。
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引用次数: 0
Generating stable periodic motion in underactuated systems in the presence of parameter uncertainty: Theory and experiments 在参数不确定的情况下,在欠驱动系统中产生稳定的周期性运动:理论与实验
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-05 DOI: 10.1016/j.mechatronics.2024.103208
Nilay Kant, Ranjan Mukherjee

Virtual holonomic constraints (VHCs) are extensively used in robotic applications such as bipedal walking. Although it is well-known that VHCs result in periodic motion of underactuated systems, achieving the same is challenging in physical systems due to parameter uncertainty. VHCs are typically imposed using feedback linearization and simulations show and experiments confirm that the internal dynamics can become unstable in the presence of parameter uncertainty. To address the challenging problem of generating stable periodic motion, we propose an extended high-gain observer (EHGO) based controller to enforce the VHCs. The proposed solution successfully recovers marginal stability of the internal dynamics. To stabilize a desired periodic orbit, we use the impulse controlled Poincaré map (ICPM) approach, where impulsive inputs are intermittently applied on a Poincaré section. Experimental results demonstrate that the model-based VHC controller and discrete ICPM controller together fail to stabilize the desired periodic motion but the EHGO-based VHC controller and ICPM controller successfully achieve stable periodic motion.

虚拟整体约束(VHC)被广泛应用于双足行走等机器人应用中。尽管众所周知,虚拟整体约束会导致欠驱动系统的周期性运动,但由于参数的不确定性,在物理系统中实现虚拟整体约束具有挑战性。VHC 通常通过反馈线性化来实现,模拟显示和实验证实,在参数不确定的情况下,内部动力学会变得不稳定。为了解决产生稳定周期性运动的难题,我们提出了一种基于扩展高增益观测器(EHGO)的控制器来执行 VHC。所提出的解决方案成功恢复了内部动力学的边际稳定性。为了稳定所需的周期轨道,我们采用了脉冲控制波恩卡列图(ICPM)方法,即在波恩卡列截面上间歇地施加脉冲输入。实验结果表明,基于模型的 VHC 控制器和离散 ICPM 控制器无法稳定所需的周期运动,但基于 EHGO 的 VHC 控制器和 ICPM 控制器成功实现了稳定的周期运动。
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引用次数: 0
Robust internal model control approach for position control of systems with sandwiched backlash 采用鲁棒内部模型控制方法实现带夹层反向间隙系统的位置控制
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-04 DOI: 10.1016/j.mechatronics.2024.103195
Yoav Vered , Stephen J. Elliott

This paper describes the design of a robust controller for position control in systems with sandwiched backlash. The backlash, which is nonsmooth and nonlinear, is inevitable in the operation of many systems, but it can have destructive effects on the stability and performance of feedback systems. In this work, a robust controller is designed using a modified linear internal model control framework. Different controller architectures are considered and compared based on an experimental case study. The experimental testbased is composed of a three-platform structure driven by a stepper motor. The backlash is introduced into the system in a non-destructive and controllable manner by closing an internal nonlinear feedback loop around the stepper motor. The robustness of the designed controller to a large amount of backlash is verified experimentally, and while the stability is maintained, some residual vibrations are observed. The effects on the residual vibration levels of including nonlinear elements in the controller and changing the controller's settling time are also examined experimentally. The robustness to changes and mismodelling of the linear system, with and without the backlash, is described, as is the tracking of a smooth sinusoidal command signal with a growing amount of backlash. Based on the case study, it is concluded that combining the linear internal model control design method with a small dead zone results in a highly robust controller both with respect to the backlash and to changes in the linear system, which ensure stability and good performance. The required robustness is achieved by tuning the controller's settling time and the dead zone width parameters.

本文介绍了一种鲁棒控制器的设计,用于具有夹层反冲的系统中的位置控制。反向间隙是非光滑和非线性的,在许多系统的运行中不可避免,但它会对反馈系统的稳定性和性能产生破坏性影响。在这项工作中,使用改进的线性内部模型控制框架设计了一种鲁棒控制器。在实验案例研究的基础上,考虑并比较了不同的控制器架构。实验测试由步进电机驱动的三平台结构组成。通过关闭步进电机周围的内部非线性反馈回路,以非破坏性和可控的方式将反向间隙引入系统。实验验证了所设计的控制器对大量反向间隙的稳健性,在保持稳定的同时,也观察到了一些残余振动。实验还检验了在控制器中加入非线性元素和改变控制器的沉淀时间对残余振动水平的影响。描述了有反冲和无反冲的线性系统对变化和误模拟的鲁棒性,以及对反冲量不断增加的平稳正弦指令信号的跟踪。根据案例研究得出的结论是,将线性内部模型控制设计方法与较小的死区相结合,可以产生一个对反向间隙和线性系统变化都具有高度鲁棒性的控制器,从而确保稳定性和良好的性能。所需的鲁棒性可通过调整控制器的稳定时间和死区宽度参数来实现。
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引用次数: 0
Development of a novel cable-driven parallel robot for full-cycle ankle rehabilitation 开发用于全周期踝关节康复的新型电缆驱动并联机器人
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-02 DOI: 10.1016/j.mechatronics.2024.103210
Ye Huo , Muhammad Niaz Khan , Zhu Feng Shao , Yu Pan

Automatic rehabilitation equipment provides timely and effective rehabilitation training, which is critical in accelerating the recovery of joint injury and motion function. This paper proposes a novel cable-driven parallel robot for full-cycle ankle rehabilitation considering large angle, considerable moment, and multi-degree of freedom coupling. The configuration design, dimension optimization, control strategy, and prototype development are completed. By adopting rigid branch and cross cables, noticeable rotation angle and moment are achieved with a simple and lightweight configuration. Optimal design is implemented based on the grid search with the balance between the maximum cable force and the robot size. The control strategy that meets multiple training modes is developed, covering the entire rehabilitation cycle. Finally, the prototype is implemented to verify the research validity and provides high-performance rehabilitation equipment for the ankle joint.

自动康复设备可提供及时有效的康复训练,对加速关节损伤和运动功能的恢复至关重要。考虑到大角度、大力矩和多自由度耦合,本文提出了一种用于全周期踝关节康复的新型缆索驱动并联机器人。完成了配置设计、尺寸优化、控制策略和原型开发。通过采用刚性支索和横索,以简单轻便的配置实现了显著的旋转角度和力矩。在平衡最大缆力和机器人尺寸的基础上,通过网格搜索实现了优化设计。开发了满足多种训练模式的控制策略,涵盖了整个康复周期。最后,实施原型验证了研究的有效性,并为踝关节提供了高性能的康复设备。
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引用次数: 0
Multi-objective cooperative transportation for reconfigurable robot using isomorphic mapping multi-agent reinforcement learning 利用同构映射多代理强化学习实现可重构机器人的多目标协同运输
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-21 DOI: 10.1016/j.mechatronics.2024.103206
Ruqing Zhao, Fusheng Li, Xin Lu, Shubin Lyu

In this paper, we propose an Isomorphic Mapping Reconfigurable Multi-Agent Reinforcement Learning (IM-RMARL) framework, which is suitable for decision-making scenarios in reconfigurable multi-agent reinforcement learning. This method holds promising applications in fields such as logistics transportation systems and disaster relief. Classical multi-agent frameworks typically assume that the number of agents is fixed and remains constant throughout the training process. However, in practical applications involving reconfigurable robots, the number of agents may vary over time or according to task requirements. Additionally, classical frameworks often assume easy access to abundant experience data for training and optimization. However, in reconfigurable robot clusters, this assumption may not hold true as not all combinations exist within a single episode. Our approach effectively addresses these challenges by integrating agent mapping mechanisms and similar type of intelligent agents’ experience sharing mechanisms, which aid in handling dynamic agent counts and limited experience data. Our experimental results demonstrate the effectiveness of the proposed framework, the Utilization Rate of Transport Capacity of the IM-RMARL group reaches 0.82, and the Task Completion Rate reaches 0.92.

本文提出了一种同构映射可重构多代理强化学习(IM-RMARL)框架,适用于可重构多代理强化学习中的决策场景。这种方法在物流运输系统和救灾等领域有着广阔的应用前景。经典的多代理框架通常假设代理的数量是固定的,并且在整个训练过程中保持不变。然而,在涉及可重构机器人的实际应用中,代理的数量可能会随时间或任务要求而变化。此外,经典框架通常假定可以轻松获取丰富的经验数据,用于训练和优化。然而,在可重构机器人集群中,这一假设可能并不成立,因为并非所有组合都存在于单个事件中。我们的方法整合了代理映射机制和类似类型的智能代理经验共享机制,有助于处理动态代理数量和有限的经验数据,从而有效地应对了这些挑战。我们的实验结果证明了建议框架的有效性,IM-RMARL 组的运输能力利用率达到 0.82,任务完成率达到 0.92。
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引用次数: 0
A self-tuning dual impedance control architecture for collaborative haptic training 用于协作式触觉训练的自调整双阻抗控制架构
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-20 DOI: 10.1016/j.mechatronics.2024.103205
Mohammad Motaharifar , Keyvan Hashtrudi-Zaad , Seyed Farzad Mohammadi , Alireza Lashay , Hamid D. Taghirad

Collaborative haptic training systems offer numerous benefits, including enhanced safety, streamlined training processes, and improved maneuverability. These systems typically involve an expert user (the trainer) and a novice user (the trainee) engaging in collaborative operations. One of the primary challenges in designing controllers for such systems is ensuring task stability and maintaining stable interaction between the operators and the system, while also achieving satisfactory task performance. However, existing control schemes often overlook the need for supervision and intervention by the trainer during the operation, along with a comprehensive stability analysis. This article aims to address the above issues for a system in which the trainee conducts the operation and the trainer is provided with the capability to intervene and modify the incorrect actions of the trainee. This is accomplished through the implementation of impedance controllers at each haptic interface and dynamic adjustment of the target impedance on both ends based on the trainer’s estimated impedance gain. The Input-to-State Stability approach and the small gain theorem are employed to analyze the stability of the closed-loop system. The effectiveness of the proposed approach is demonstrated through simulation and experimental results, showcasing the ability of the proposed scheme to enhance the collaborative training process and ensure stable interaction between the trainer and the trainee.

协作式触觉训练系统具有许多优点,包括增强安全性、简化训练流程和提高可操作性。这些系统通常由一名专家用户(培训师)和一名新手用户(受训者)协同操作。为这类系统设计控制器的主要挑战之一是确保任务的稳定性,保持操作员与系统之间的稳定交互,同时实现令人满意的任务性能。然而,现有的控制方案往往忽视了在操作过程中训练员的监督和干预以及全面稳定性分析的必要性。本文旨在解决上述问题,即在一个由受训者进行操作的系统中,为培训师提供干预和修改受训者错误操作的能力。具体做法是在每个触觉界面上安装阻抗控制器,并根据培训师估计的阻抗增益动态调整两端的目标阻抗。输入到状态稳定性方法和小增益定理被用来分析闭环系统的稳定性。通过仿真和实验结果证明了所提方法的有效性,展示了所提方案在增强协作训练过程和确保训练者与受训者之间稳定互动方面的能力。
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引用次数: 0
Getting from a 3D, dexterous, single-port workspace to a one-segment continuum robot 从三维、灵巧、单端口工作空间到单段连续机器人
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-14 DOI: 10.1016/j.mechatronics.2024.103194
Sven Fritsch, Dirk Oberschmidt

Given the limited availability of off-the-shelf continuum robots (CRs), researchers and engineers must design their own and tailor them to their specific use case requirements. Questions such as the following arise: What is the minimum length of the CR needed to achieve the desired dexterous workspace? And where should the robot be ideally located with respect to the workspace? These questions are answered for a single-port setup in this paper. A projection-based method is introduced that maps the dimensionality of the required workspace from 3D to 1D, exploiting the remaining degrees of freedom preserved in a single-port procedure. Then, a set of equations for the most critical point in the workspace is described, representing the geometry of both the CR and the workspace. A bounded, non-linear optimization approach is implemented, computing the global minimum of this set of equations. This method is simulated and tested for a length-extensible, multi-backbone CR. To the best of the authors’ knowledge, this is the first time a desired dexterous workspace has been empirically verified for a CR. Furthermore, the prototype features novel design elements that solve relevant mechanical challenges in the state-of-the-art

由于现成的连续性机器人 (CR) 数量有限,研究人员和工程师必须自行设计,并根据具体的使用要求进行定制。这就产生了以下问题:要实现所需的灵巧工作空间,CR 的最小长度是多少?机器人相对于工作空间的理想位置在哪里?本文针对单端口设置回答了这些问题。本文介绍了一种基于投影的方法,该方法可将所需工作空间的维度从三维映射到一维,同时利用单端口程序中保留的剩余自由度。然后,描述了工作空间中最临界点的方程组,代表了 CR 和工作空间的几何形状。采用一种有界非线性优化方法,计算这组方程的全局最小值。该方法针对长度可扩展的多骨干 CR 进行了模拟和测试。据作者所知,这是首次对 CR 所需的灵巧工作空间进行经验验证。此外,该原型还具有新颖的设计元素,解决了最先进的机械挑战。
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引用次数: 0
Path planning of micromanipulators inside an SEM and 3D nanomanipulation of CNTs for nanodevice construction 扫描电子显微镜内微型机械手的路径规划和用于构建纳米器件的 CNT 三维纳米机械手
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-05-13 DOI: 10.1016/j.mechatronics.2024.103196
Ujjal Dey , Supriti Sen , Cheruvu Siva Kumar , Chacko Jacob

The concept of a nano-laboratory inside an SEM involves performing a sequence of tasks in a continuous pattern. Robotic systems with nanoscale motion resolution facilitate in-situ manipulation and characterization of nanomaterials to assemble nanodevices inside SEMs. Precise motion control of micromanipulators is required at both macro and micro-nano scales to effectively execute multiple sequential experimental tasks in nanofabrication. However, managing the entire nanomanipulation setup is challenging due to the constricted workspace inside an SEM and the lack of proper process feedback information at that scale. This study explores the application of path planning algorithms to generate a collision-free motion path for the micromanipulators operating within the confined space of an SEM. A MATLAB-based computational tool is first developed using PRM and Dijkstra's path planning algorithms. Considering environmental constraints, the program generates an optimal motion path for the micromanipulators, facilitating automatic configuration changes within the SEM chamber. It ensures a seamless workflow and facilitates the smooth integration of additional experimental tools within the existing setup. Manipulation strategies using the nanorobotic setup are established based on the application of the developed path planning module. A pick-and-place 3D nanomanipulation technique of CNTs using cooperative control of dual micromanipulators has been demonstrated for nanodevice construction. Additionally, the electrical response of individually manipulated CNTs is recorded using a two-probe measurement technique.

扫描电子显微镜内的纳米实验室概念涉及以连续模式执行一系列任务。具有纳米级运动分辨率的机器人系统有助于原位操纵和表征纳米材料,从而在扫描电镜内组装纳米器件。为了在纳米制造中有效执行多个连续的实验任务,需要在宏观和微纳尺度上对微机械手进行精确的运动控制。然而,由于扫描电子显微镜内的工作空间有限,而且在该尺度上缺乏适当的过程反馈信息,因此管理整个纳米操纵装置具有挑战性。本研究探讨了如何应用路径规划算法,为在扫描电子显微镜狭小空间内工作的微机械手生成无碰撞的运动路径。首先使用 PRM 和 Dijkstra 路径规划算法开发了基于 MATLAB 的计算工具。考虑到环境制约因素,该程序为微型机械手生成了最佳运动路径,便于在扫描电子显微镜腔体内自动更改配置。它确保了工作流程的无缝衔接,并有助于在现有装置中顺利集成其他实验工具。在应用所开发的路径规划模块的基础上,制定了使用纳米机器人装置的操纵策略。利用双微型机械手的协同控制,展示了一种用于构建纳米器件的拾取和放置 CNT 的三维纳米机械手技术。此外,还利用双探针测量技术记录了单独操纵的 CNT 的电响应。
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引用次数: 0
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