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Simulation of Wave Propagation in Biomimetic Porous Scaffold Using Artificial Neural Network 基于人工神经网络的仿生多孔支架波传播模拟
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-74492
M. Hodaei, P. Maghoul
The study of wave propagation in biomimetic porous scaffold requires the inclusion of some complex physics such as the interaction of the ultrasonic wave with pore fluid, solid phase, and porous material. Also, due to viscous interactions between the pore fluid and skeletal frame, the dynamic tortuosity as a fractional function of frequency in the clinically relevant ultrasound frequency range is considered. The bone scaffold here is simulated using a porous slab whose two dimensions are infinite. The Biot-JKD theory used for wave propagation in porous media is conditioned with many physical parameters. Solving such governing equations for complex multi-physics problems is computationally expensive. Therefore, developing efficient tools and numerical methods to address multi-physics problems is appealing. Artificial Neural Network (ANN) can efficiently solve convoluted-parametric problems. The purpose of this research is to propose a physics-aware ANN to simulate wave propagation in bone scaffold filled with a viscous fluid. A set of data including porosity, viscosity, tortuosity, viscous characteristics length, Poisson’s ratio, and elastic modulus which are sensitive to the transmission and reflection signals are applied to the ANN as inputs and the reflection and transmission signals are obtained as outputs. The reflected and transmitted waves for different porosities are considered and the results show an excellent agreement with the proposed analytical theory and experimental data found in the literature.
超声波在仿生多孔支架中的传播研究需要包含一些复杂的物理问题,如超声波与孔隙流体、固相、多孔材料的相互作用等。此外,由于孔隙流体和骨骼框架之间的粘性相互作用,在临床相关的超声频率范围内,动态扭曲度作为频率的分数函数被考虑。这里的骨支架是用一个二维无限的多孔板来模拟的。用于波在多孔介质中传播的Biot-JKD理论受到许多物理参数的制约。为复杂的多物理场问题求解这样的控制方程在计算上是昂贵的。因此,开发有效的工具和数值方法来解决多物理场问题是有吸引力的。人工神经网络(ANN)可以有效地求解卷积参数问题。本研究的目的是提出一种物理感知的人工神经网络来模拟波在充满粘性流体的骨支架中的传播。将孔隙度、黏度、弯曲度、黏度特征长度、泊松比和弹性模量等对透射和反射信号敏感的数据作为神经网络的输入,得到反射和透射信号作为输出。考虑了不同孔隙度下的反射波和透射波,结果与所提出的分析理论和文献中的实验数据非常吻合。
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引用次数: 0
A Comparative Study of Adaptive Mode Decomposition Methods for Modal Response Extraction 模态响应提取的自适应模态分解方法比较研究
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-68378
Yabin Liao, M. Sensmeier
Adaptive mode decomposition (AMD) methods have received significant interest in recent years as an effective means for analyzing signals of multi-components and high complexity. This paper investigates the feasibility of integrating AMD methods and modal response extraction, and performs a comparative study of few representative AMD methods including the empirical mode decomposition (EMD), local mean decomposition (LMD), empirical wavelet transform (EWT), variational mode decomposition (VMD), nonlinear mode decomposition (NMD), and adaptive local iterative filtering (ALIF) methods. The fusion of AMD and modal analysis adds adaptivity and flexibility into data processing and helps automate the modal analysis process. The comparative study will provide insights on the advantages and disadvantages of the AMD methods as to the application of modal analysis. In this comparative study, the six representative AMD methods are first applied to the free response of a simulated three-degree-of-freedom (3-DOF) system, to extract the modal responses associated with the three modes. After that, the methods are applied to a measured free-response signal of a polymethyl methacrylate (PMMA) beam to assess their capability of analyzing real signals. Finally, the findings are summarized and conclusions are drawn.
近年来,自适应模态分解(AMD)方法作为一种分析多分量、高复杂度信号的有效手段受到了广泛的关注。本文探讨了AMD方法与模态响应提取相结合的可行性,并对经验模态分解(EMD)、局部均值分解(LMD)、经验小波变换(EWT)、变分模态分解(VMD)、非线性模态分解(NMD)、自适应局部迭代滤波(ALIF)等几种具有代表性的AMD方法进行了比较研究。AMD和模态分析的融合为数据处理增加了适应性和灵活性,并有助于模态分析过程的自动化。比较研究将提供见解的优点和缺点的AMD方法在模态分析的应用。在本对比研究中,首先将六种具有代表性的AMD方法应用于模拟三自由度(3-DOF)系统的自由响应,提取与三种模态相关的模态响应。然后,将该方法应用于聚甲基丙烯酸甲酯(PMMA)光束的测量自由响应信号,以评估其分析真实信号的能力。最后,对研究结果进行总结并得出结论。
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引用次数: 0
Detection of Fatigue Damage in Aluminum Alloy Structures Using Nonlinear Ultrasonic Modulation 非线性超声调制检测铝合金结构疲劳损伤
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-73423
Ling Yan, Lijia Luo, Fengping Zhong, Zuming Zhao, Jingjing Fan, Liuyi Huang, Shiyi Bao, Jianfeng Mao
In this paper, a nonlinear ultrasonic modulation method is developed to detect early fatigue damage in aluminum alloy structures. Seven aluminum alloy specimens with different fatigue damage degrees are prepared by fatigue test. An experimental system is designed for performing nonlinear ultrasound modulation detection of fatigue damage in aluminum alloy specimens. A single piezoceramic transducer is used to emit two superposed sinusoidal waves with different ultrasonic frequencies. The higher frequency is chosen as a non-integer multiple of the lower frequency so as to be distinguished from super-harmonic responses. The dependencies of the nonlinear modulation response on the frequency and amplitude of excitation signals are explored to select appropriate signal excitation parameters. A nonlinear modulation index (NMI) is defined as the amplitude ratio of modulation responses and linear responses, which is used to evaluate fatigue damage of specimens. Experimental results indicate that the NMI increases monotonically with the degree of fatigue damage, and it can be used to quantify the accumulation of fatigue damage in specimens. The proposed nonlinear ultrasound modulation method facilitates the detection of fatigue damage and further assessment of the severity of the damage in aluminum alloy structures.
本文提出了一种用于铝合金结构早期疲劳损伤检测的非线性超声调制方法。通过疲劳试验,制备了7个不同疲劳损伤程度的铝合金试样。设计了一套非线性超声调制检测铝合金试件疲劳损伤的实验系统。利用单个压电陶瓷换能器发射两个不同超声频率的叠加正弦波。选取高频作为低频的非整数倍,以区别于超谐波响应。探讨了非线性调制响应对激励信号频率和幅值的依赖关系,以选择合适的信号激励参数。非线性调制指数(NMI)定义为调制响应与线性响应的幅值之比,用于评价试件的疲劳损伤。试验结果表明,NMI随疲劳损伤程度单调增加,可用于量化试件疲劳损伤累积。提出的非线性超声调制方法有利于铝合金结构疲劳损伤的检测和损伤程度的进一步评估。
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引用次数: 1
Analysis and Optimization of the Recoil-Compensated Absolute Gravimeter 反冲补偿式绝对重力仪的分析与优化
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-68659
Yicong Chen, K. Wu, Yi Wen, Lijun Wang
The free-fall absolute gravimeter is commonly used for precise gravitational acceleration measurement. The g value is obtained through quadratic fitting of the position-time data pairs of the freely falling test mass. However, recoil vibrations are generated during the release of the test mass resulting from the movement of the center of mass of the chamber, and errors may arise from these vibrations in the measurement process. To solve the recoil vibration problem, previous researchers have developed the recoil compensation structure to achieve a basically stationary center of mass during the drop. In this paper, counterweights of a variety of masses are tested on our recoil compensated gravimeter, while recoil vibrations are recorded and analyzed accordingly. The multibody simulation indicates that compensated counterweights can significantly reduce the recoil vibration amplitude, making a more precise measurement attainable. In the experiments, accelerometers and seismometers are employed respectively in the simultaneous measurement of recoil vibrations of dropping chamber and reflector. Then all the vibration signals are analyzed and compared, and the outcome confirms the effectiveness of the gravimeter in performing high precision measurement as what is observed in the previous simulations. With a proper design of the counterweight mass, the recoil effect can be significantly reduced during the test procedure, which indicates a potential for high precision measurement.
自由落体绝对重力仪通常用于精确测量重力加速度。通过对自由落体试验质量的位置-时间数据对的二次拟合得到g值。然而,由于腔室质心的移动,在测试质量释放过程中会产生反冲振动,在测量过程中可能会由于这些振动产生误差。为了解决后坐力振动问题,以往的研究人员已经开发了后坐力补偿结构,以实现跌落过程中质心基本静止。本文在自制的后坐力补偿重力仪上对不同质量的配重进行了测试,并记录和分析了相应的后坐力振动。多体仿真结果表明,补偿配重可以显著降低后坐力振动幅值,从而实现更精确的测量。实验中分别采用加速度计和地震仪同时测量跌落室和反射器的后坐力振动。然后对所有振动信号进行分析和比较,结果证实了重力仪在进行高精度测量方面的有效性。通过对配重质量的合理设计,可以显著降低测试过程中的反冲效应,这表明了高精度测量的潜力。
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引用次数: 0
Structure-Borne Power Flow Sensitivity Analysis for General Structural Modifications 一般结构改造的结构潮流敏感性分析
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-73731
J. Young, Kyle R. Myers
Power flow between source and passive receiver structures is a common metric for characterizing the dynamics of coupled structures. The objective is generally to reduce the amount of power flow between the structures by means of structural modifications, insofar as to reduce the overall levels of vibration of the coupled system. As such, the sensitivity of power flow to changes in inertial, elastic, and dissipative properties of the structure is quantified. It is shown that power flow into a receiver is not always directly proportional to the amount of damping in the receiver, but is also dependent on the amount of damping present in the source at a given frequency. The sign of the sensitivity can provide information as to when a change in damping will increase or decrease power flow; positive indicates an increase in power flow, negative indicates a decrease. A similar analysis is performed on modifications made to a structure’s mass and stiffness properties. Relationships between power flow and power flow sensitivity are shown for a simple single degree of freedom source-receiver coupling, and is extended to a multi-degree of freedom coupling between two beam structures.
源源和无源接收结构之间的功率流是表征耦合结构动力学特性的常用度量。目标通常是通过结构修改来减少结构之间的功率流,从而降低耦合系统的整体振动水平。因此,功率流对结构的惯性、弹性和耗散特性变化的敏感性是量化的。结果表明,进入接收器的功率流并不总是与接收器中的阻尼量成正比,而是取决于给定频率下源中存在的阻尼量。灵敏度的符号可以提供有关阻尼变化何时会增加或减少功率流的信息;正表示功率流增加,负表示功率流减少。对结构质量和刚度特性的修改也进行了类似的分析。给出了简单的单自由度源接收机耦合中功率流和功率流灵敏度之间的关系,并将其推广到两束结构之间的多自由度耦合中。
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引用次数: 1
Concurrent Passive Broadband Vibration Suppression and Energy Harvesting Using a Dual-Purpose Magnetoelastic Metamaterial Structure: Experimental Validation and Modeling 双用途磁弹性超材料结构的同步无源宽带振动抑制和能量收集:实验验证和建模
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-67652
Winner Anigbogu, H. Bardaweel
A dual-purpose metamaterial structure that can concurrently suppress vibrations and scavenge energy is presented. The metamaterial assembly presented in this work uses a permanent magnet-coil system in addition to an elastic cantilever beam to perform its dual functions. A prototype is manufactured and a COMSOL model is developed. Two bandgaps are observed at 205–257 Hz and 587–639 Hz. COMSOL simulations show excellent agreement with measured data. Within these bandgaps the structure blocks vibrations from traveling through and, simultaneously, converts vibrations into electric power. The first bandgap has a vibration attenuation level larger than the attenuation level observed in the second bandgap. Mode shapes reveal that the local resonators experience larger deformations in the first bandgap than in the second bandgap and the vibrational energy is mostly contained within the first bandgap where the resonant frequency occurs, i.e., 224 Hz. The ability of the metamaterial assembly to scavenge these vibrations while simultaneously suppressing them is demonstrated. At an optimum load resistance of 15 Ω, within the first bandgap, approximately 2.5 μW was generated, while 0.6 nW was measured within the second bandgap. At optimum load resistance, measurements show maximum electric power reaching 5.2 μW within the first bandgap.
提出了一种具有抑制振动和清除能量双重功能的超材料结构。在这项工作中提出的超材料组件使用永磁体线圈系统和弹性悬臂梁来执行其双重功能。制作了原型机并开发了COMSOL模型。在205-257 Hz和587-639 Hz处观测到两个带隙。COMSOL模拟结果与实测数据吻合良好。在这些带隙中,这种结构阻止了振动通过,同时将振动转化为电能。所述第一带隙具有比在所述第二带隙中观察到的衰减水平更大的振动衰减水平。模态振型表明,局部谐振子在第一个带隙中的变形比在第二个带隙中的变形更大,振动能量主要包含在谐振频率发生的第一个带隙内,即224 Hz。证明了超材料组合在消除这些振动的同时抑制它们的能力。在最佳负载电阻为15 Ω时,在第一个带隙内产生约2.5 μW,而在第二个带隙内测量到的负载电阻为0.6 nW。在最佳负载电阻下,测量结果表明,在第一个带隙内,最大电功率达到5.2 μW。
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引用次数: 0
A Viscoelastic Tuned Mass Damper for Vibration Treatment of Large Structures 用于大型结构振动处理的粘弹性调谐质量阻尼器
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-69485
W. S. Al-Rumaih, A. Kashani
Viscoelastic (VE) tuned mass dampers (TMDs) using commercially available, small thickness, VE material have been used extensively in adding targeted damping to light structures. The most common approach for realizing stiffness and damping in these tuned devices has been applying VE material to strips of elastic material (mainly metal, e.g. steel) in an unconstrained or constrained layer fashion and using such assemblies, which can be viewed as a damped leaf-springs, for the suspension element of the tuned mass damper. In this work, the suitability of tuned mass dampers with visco-elastically damped leaf-spring suspension for treating large, massive civil engineering structures, more specifically floor systems, was studied numerically and experimentally. The effectiveness of this tuned mass damper configuration turned out to be disappointing. In parallel to the above-mentioned study, an alternative VE suspension was devised by stacking a number of 25 mm (1 inch) thick VE rings interlaced with the same number of metal constraining ring layers. By changing the number of these rings, different stiffness’s are realized and thus different tuning frequencies are achieved. The material properties of the VE polymer used in both studies are defined in terms of Prony series parameters. Viewing the Prony series parameters as optimization variables, they are recovered by minimizing the mean squared error between the dynamic material properties predicted by the Prony series parameters and the frequency-dependent dynamic material properties provided by the manufacturer. Using the material properties of the VE material, the dynamic finite element model of a 100 lb TMD was constructed and its tuned damping effectiveness demonstrated, numerically. The 100 lb TMD was also built and used to a) verify the numerical model and b) experimentally demonstrate the performance of the TMD.
粘弹性调谐质量阻尼器(TMDs)采用市售的小厚度粘弹性调谐质量阻尼器(VE)材料,已广泛用于为轻型结构增加目标阻尼。在这些调谐装置中实现刚度和阻尼的最常见方法是将VE材料以无约束或约束层的方式应用于弹性材料(主要是金属,例如钢),并使用此类组件,可将其视为阻尼叶弹簧,用于调谐质量阻尼器的悬挂元件。在这项工作中,通过数值和实验研究了粘弹性阻尼叶弹簧悬架调谐质量阻尼器对大型、大型土木工程结构(更具体地说是楼板系统)的适用性。这种调谐质量阻尼器配置的有效性是令人失望的。与上述研究平行,设计了一种替代VE悬架,将多个25 mm(1英寸)厚的VE环与相同数量的金属约束环层相互堆叠。通过改变这些环的数量,可以实现不同的刚度,从而获得不同的调谐频率。两项研究中使用的VE聚合物的材料性质都是根据proony系列参数定义的。将proony系列参数视为优化变量,通过最小化proony系列参数预测的动态材料性能与制造商提供的频率相关动态材料性能之间的均方误差来恢复它们。利用VE材料的材料特性,建立了100 lb TMD的动态有限元模型,并对其调谐阻尼效果进行了数值验证。此外,还建立了100 lb TMD,并用于a)验证数值模型和b)实验验证TMD的性能。
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引用次数: 0
A Micropolar Metabeam With Nonlocal Feedback Control Circuits 具有非局部反馈控制电路的微极性元梁
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-70609
Qian Wu, Guoliang Huang
Active control schemes provide emergent wave properties and flexible tunability in mechanical systems. Here, we propose both analytically and numerically a non-Hermitian metamaterial system enabled by piezoelectric patches and electronic non-local feedback control. The metamaterial system is physically realized by a non-local microploar beam with non-local feedback control. Since the non-local feedback control breaks spatial reciprocity, the proposed metabeam supports not only non-reciprocal flexural wave amplification and attenuation, but also non-Hermitian skin effect featuring bulk localized eigenmodes in the finite structure. The non-reciprocal amplification and attenuation phenomena are quantitatively predicted by band structure analyses under both the continuum and discrete spring-mass representation, which can be attributed to the work exchange between mechanical and electric works. The non-Hermitian skin effect and the associated bulk localized eigenmodes are characterized by a topological invariant. In addition, direction-dependent bending stiffness is also demonstrated in the non-local micropolar piezoelectric metabeam with proper transfer functions. The electronically controllable non-Hermitian metabeam could pave the ways for designing future systems such as synthetic biofilaments and membranes with feed-back control schemes.
主动控制方案提供了机械系统的突发性波动特性和灵活的可调性。在这里,我们提出了一个由压电片和电子非局部反馈控制实现的非厄米超材料系统的解析和数值方法。该超材料系统在物理上是由非局部反馈控制的非局部微偏振光束实现的。由于非局部反馈控制打破了空间互易性,所提出的元梁不仅支持非互易的弯曲波放大和衰减,而且支持有限结构中具有体局域特征模态的非厄米皮肤效应。在连续和离散弹簧质量表示下,通过能带结构分析定量预测了非互反的放大和衰减现象,这可归因于机电工程之间的功交换。非厄米集肤效应和相关的体局域本征模具有拓扑不变量的特征。此外,具有适当传递函数的非局部微极压电亚梁具有方向相关的弯曲刚度。这种电子可控的非厄米元束可以为设计未来的系统铺平道路,比如具有反馈控制方案的合成生物丝和膜。
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引用次数: 0
Bloch Wave Dynamics of a Branched Locally Resonant Metamaterial With a Discrete Periodic Resonating Branch 具有离散周期谐振分支的分支局部谐振超材料的布洛赫波动力学
Pub Date : 2021-11-01 DOI: 10.1115/imece2021-70727
Mary V. Bastawrous, M. Hussein
This paper presents a novel metamaterial unit-cell configuration that may exhibit local resonance (LR) band gaps with exceptional properties — e.g., extreme width. The proposed configuration is comprised of a base wave-propagating medium to which a discrete periodic resonating branch — e.g., a branch made of a finite number of repeating diatomic unit cells — is connected. Such periodicity causes waves propagating in the branch to experience attenuation within the branch unit-cell Bragg band gap. The branch may also vibrate in resonance within its Bragg band gap due to the effect of the boundaries introduced upon truncating the nominal periodic medium. Such Bragg band-gap resonances exhibited by the branch are key to the proposed configuration as the metamaterial LR band gaps that form around them may possess exceptional properties. This paper shows that these exceptional LR band gaps are highly tunable and can be systematically designed using a semi-analytical design approach. The design approach is in part based on a recently derived analytical method that predicts, in advance, whether the branch would exhibit resonance and anti-resonance frequencies in its Bragg band-gap. Finally, a numerical case is discussed to showcase the proposed metamaterial configuration and design approach; it presents a metamaterial unit cell that demonstrates an extremely wide LR band gap. These findings open a route towards exploiting discrete, e.g., granular, periodic resonators to realize highly tunable LR band gaps.
本文提出了一种新型的超材料单晶结构,它可能表现出具有特殊性质的局部共振(LR)带隙-例如,极端宽度。所提出的结构由一个基波传播介质组成,其中一个离散的周期性谐振分支-例如,由有限数量的重复双原子单元细胞组成的分支-连接。这种周期性导致在支路中传播的波在支路单位细胞布拉格带隙内经历衰减。由于在截断名义周期介质时引入的边界的影响,分支也可能在其布拉格带隙内共振振动。分支所表现出的这种布拉格带隙共振是所提出的结构的关键,因为在它们周围形成的超材料LR带隙可能具有特殊的性质。本文表明,这些特殊的LR带隙是高度可调的,并且可以使用半分析设计方法系统地设计。设计方法部分基于最近导出的分析方法,该方法可以提前预测分支是否会在其布拉格带隙中表现出共振和反共振频率。最后,讨论了一个数值实例来展示所提出的超材料结构和设计方法;它呈现出一种具有极宽LR带隙的超材料单元电池。这些发现为利用离散的,例如颗粒状的,周期性的谐振器来实现高度可调的LR带隙开辟了一条道路。
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引用次数: 0
Effect of End Rubber Gasket on the Performance of Parabolic Leaf Spring 末端橡胶垫片对抛物型钢板弹簧性能的影响
Pub Date : 2020-11-16 DOI: 10.1115/IMECE2020-23546
Junhong Zhang, Feiqi Long, Hongjie Jia, Jiewei Lin
Leaf springs play an important role in the handling stability and ride comfort of vehicle. End rubber gaskets are widely used to reduce the friction between leaves, but they also have considerable effect on the stiffness of the suspension assembly. The ride comfort may deteriorate with the stiffness of leaf spring changes. In this paper the influence of the end rubber gasket on the static stiffness performance of a parabolic leaf spring is studied. A finite element model of the leaf spring is developed and verified against the static stiffness test. Effects of the end rubber gasket parameters on the static stiffness of the leaf spring are analyzed based on an orthogonal experiment. The sensitivities of the five parameters are identified including the width, the length, the end thickness, the tail thickness and the distance to the end of the middle leaf. It is found that the contributions can be ranked in descending order as the tail thickness, the end thickness, the distance from end rubber gasket to the end of Leaf 2, and the width and length. The first two factors are considered of significant effects on the leaf spring stiffness. According to single-factor analysis, it is found that under the same load, as the tail thickness and the end thickness increase, the maximum deformation of the rubber gasket decreases, the stiffness of the rubber gasket increases, and the stiffness of the leaf spring increases, which provides a reference for the forward design of the end rubber gasket and the stiffness matching of leaf springs.
钢板弹簧对车辆的操纵稳定性和平顺性起着重要的作用。末端橡胶垫片广泛用于减少叶片之间的摩擦,但它们也对悬架总成的刚度有相当大的影响。随着钢板弹簧刚度的变化,平顺性会下降。本文研究了端部橡胶垫片对抛物型钢板弹簧静刚度性能的影响。建立了板簧的有限元模型,并通过静刚度试验进行了验证。通过正交试验分析了端部橡胶垫片参数对钢板弹簧静刚度的影响。确定了叶宽、叶长、叶端厚度、叶尾厚度、叶端距等5个参数的敏感性。结果表明:叶片尾部厚度、末端厚度、末端橡胶垫片到叶片2末端的距离、叶片宽度和叶片长度的贡献大小依次递减。前两个因素被认为对钢板弹簧刚度有显著影响。通过单因素分析发现,在相同载荷下,随着尾厚和端厚的增加,橡胶垫片的最大变形减小,橡胶垫片的刚度增大,钢板弹簧的刚度增大,为末端橡胶垫片的正向设计和钢板弹簧的刚度匹配提供参考。
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引用次数: 0
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