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Strain signal denoising based on adaptive Variation Mode Decomposition (VMD) algorithm 基于自适应变模分解算法的应变信号去噪
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-07-02 DOI: 10.1177/14613484231187773
N. Yu, Xuyuan Yang, R. Feng, Yinfeng Wu
Addressing the problem of vulnerability of the directly measured signal in the field of strain weighing to the high-energy noise of similar frequency bands, an adaptive VMD algorithm is proposed from the perspective of signal separation for the decomposition and denoising of strain signal in the field of strain weighing. In this paper, the adaptive VMD algorithm is used to determine the optimal values of two key parameters, namely, the number of decomposition layers and the penalty factor, to avoid the blindness of parameter selection. The separation results are tested by parameters such as sample entropy, and then the original measurement signal is adaptively decomposed into multiple optimal intrinsic mode function components, and the effective components after extraction are reconstructed into new observation signals. The analysis results of the strain data collected at the weighing site show that the adaptive VMD algorithm can separate and extract the effective strain signal in line with the actual situation from the original strain signal mixed with noise and achieve the purpose of avoiding the interference of high-energy environmental noise with close frequency bands.
针对应变称重领域直测信号易受相似频带高能噪声影响的问题,从信号分离的角度提出了一种自适应VMD算法,用于应变称重领域应变信号的分解与去噪。本文采用自适应VMD算法确定分解层数和惩罚因子两个关键参数的最优值,避免了参数选择的盲目性。通过样本熵等参数对分离结果进行检验,然后将原始测量信号自适应分解为多个最优的本征模态函数分量,提取后的有效分量重构为新的观测信号。称重现场采集的应变数据分析结果表明,自适应VMD算法能够从混杂噪声的原始应变信号中分离提取出符合实际情况的有效应变信号,达到避免高频高能环境噪声干扰的目的。
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引用次数: 1
Active vibration control using nonlinear auto-regressive neural network to identify secondary channel 主动振动控制采用非线性自回归神经网络辨识二次通道
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-07-01 DOI: 10.1177/14613484231186704
Song Chun-sheng, Xiong Xue-chun, Yang Qi, Jia Bo, Chen Bo-yuan, Liang Ya-ru, Fang Hai-ning
The power unit on board the ship generates periodic low-frequency vibration that affects the normal operation of the equipment on board, and the adaptive feedforward control algorithm can effectively suppress such harmful vibration noise. But the adaptive feedforward control algorithm needs to obtain the identification model of the secondary channels, and the frequency domain least squares method based on the linear Extended auto-regressive model (ARX) is difficult to obtain the identification model with nonlinear characteristics. The nonlinear auto-regressive model (NARX) adds nonlinear mapping layers to the topology of the ARX model to enhance the identification capability of the NARX model for complex systems. In this paper, a block diagram of the Fx-LMS feedforward control algorithm based on the NARX model is proposed, then the initial parameters of the NARX neural network are optimized using the Quantum Particle Swarm Optimization (QPSO) algorithm and the secondary channel is identified, and the identification results show that the accuracy of identifying the secondary channel using the NARX neural network is higher than that of the ARX model. The simulation and experimental results show that the vibration damping effect of the proposed method is better than the traditional Fx-LMS method for both single-line spectrum and multi-line spectrum periodic low-frequency disturbances, which provides a new method for the suppression of periodic low-frequency disturbances.
船舶上的动力装置会产生周期性的低频振动,影响船上设备的正常运行,自适应前馈控制算法可以有效地抑制这种有害的振动噪声。但自适应前馈控制算法需要获得二次信道的辨识模型,而基于线性扩展自回归模型(ARX)的频域最小二乘法难以获得具有非线性特性的辨识模型。非线性自回归模型(NARX)在ARX模型的拓扑结构上增加了非线性映射层,增强了NARX模型对复杂系统的识别能力。提出了基于NARX模型的Fx-LMS前馈控制算法框图,利用量子粒子群优化(QPSO)算法对NARX神经网络的初始参数进行了优化,并对副通道进行了识别,识别结果表明,使用NARX神经网络对副通道的识别精度高于ARX模型。仿真和实验结果表明,该方法对单线谱和多线谱周期性低频干扰的减振效果都优于传统的Fx-LMS方法,为抑制周期性低频干扰提供了一种新的方法。
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引用次数: 0
An instrumental insight for a periodic solution of a fractal Mathieu–Duffing equation 分形Mathieu-Duffing方程周期解的仪器洞察
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-30 DOI: 10.1177/14613484231185907
Y. El‐Dib, N. S. Elgazery, Haifa A. Alyousef
The primary goal of the present study is to investigate how to obtain a periodic solution for a fractal Mathieu–Duffing oscillator. To achieve this, the fractal oscillator in the fractal space has been transformed into a damping Mathieu–Duffing equation in the continuous space by employing a new modification of He’s definition of the fractal derivative. The required analytical periodic solution has been based on the rank upgrade technique (RUT) presented. The RUT successfully generates a periodic solution without sacrificing the damping coefficient by creating an alternate equation, aside from any challenges in managing the impact of the linear damping component. The homotopy perturbation method (HPM) has been used to find the required periodic solution for the alternate equation. A comparison of the numerical solutions of the original equation and the alternative equation showed good agreement. The stability behavior in the non-resonance case as well as in the sub-harmonic resonance case has also been discussed. Further, another method, “the non-perturbative approach”, that deals with the obtained equation has been introduced.
本研究的主要目的是研究如何获得分形马修-杜芬振子的周期解。为此,通过对He的分形导数定义进行新的修正,将分形空间中的分形振子转化为连续空间中的阻尼Mathieu-Duffing方程。提出了基于秩升级技术(RUT)的解析周期解。除了在管理线性阻尼组件的影响方面遇到的任何挑战外,RUT还通过创建替代方程,在不牺牲阻尼系数的情况下成功地生成了周期解。利用同伦摄动法求出交替方程所需的周期解。将原方程的数值解与备选方程的数值解进行比较,结果表明两者吻合较好。讨论了非谐振和次谐振情况下的稳定性行为。此外,还介绍了处理所得方程的另一种方法,即“非摄动方法”。
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引用次数: 1
Research on control strategy of an active magnetorheological fluid bearing based on improved gray wolf optimization approach 基于改进灰狼优化方法的主动磁流变流体轴承控制策略研究
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-29 DOI: 10.1177/14613484231186695
Lai-hu Peng, Dezheng Hua, Xinhua Liu, D. Andriukaitis, Grzegorz M. Królczyk, Zhixiong Li
In order to address the problems of insufficient load capacity and rotor vibration, an active fluid-film bearing lubricated with magnetorheological fluid (MRF) is proposed. First, the geometry of the MRF fluid-film bearing is designed and its intelligent lubrication mechanism is analyzed to clarify its advantages. In addition, mathematical model of MRF fluid-film bearing-rotor system is derived, and FEM model is utilized to obtain stiffness and damping coefficients to supplement mathematical model. Moreover, an improved gray wolf optimization (IGWO) algorithm is developed to tune the PID controller parameters. The validity of the proposed method is verified by numerical simulation. Furthermore, the simulation results show that with the increasing of current magnitude, the orbits of shaft center decrease. Under the presence of magnetic fields, the shaft center orbits of the MRF bearing can converge to a point, and therefore this bearing has ability to suppress rotor vibration. Finally, IGWO-PID controller has better response characteristics than GWO, PSO, and GA algorithms, and hence the IGWO algorithm can find the more appropriate PID controller parameters, that the validity of the improved algorithm is further proved. Therefore, the active bearing and its research findings provide new reference for MRF vibration control in the field of journal bearing lubrication.
为解决轴承承载能力不足和转子振动问题,提出了一种采用磁流变液润滑的主动液膜轴承。首先,设计了磁流变液膜轴承的几何结构,分析了磁流变液膜轴承的智能润滑机理,阐明了磁流变液膜轴承的优点。此外,推导了磁流变液膜轴承-转子系统的数学模型,并利用有限元模型获得了刚度和阻尼系数,对数学模型进行了补充。在此基础上,提出了一种改进的灰狼优化算法(IGWO)对PID控制器参数进行整定。通过数值仿真验证了该方法的有效性。此外,仿真结果表明,随着电流量级的增大,轴心轨道减小。在磁场作用下,磁流变轴承的轴中心轨道可以收敛到一点,因此该轴承具有抑制转子振动的能力。最后,IGWO-PID控制器具有比GWO、PSO和GA算法更好的响应特性,因此IGWO算法可以找到更合适的PID控制器参数,进一步证明了改进算法的有效性。因此,主动轴承及其研究成果为轴颈轴承润滑领域的磁流变液振动控制提供了新的参考。
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引用次数: 0
Using Special Transformer Wiring to Improve the Three-phase Unbalance Rate of Railway System 用特殊变压器接线提高铁路系统三相不平衡率
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-28 DOI: 10.1177/14613484231181447
Chien-Hsu Chen, Sheng-Chieh Huang
Because imbalanced power will cause the loss of the propulsion motor of the railway vehicle, and the increase in temperature will shorten the service life of the electric vehicle. Not only this but also increase the cost of electricity and maintenance. In the past, the industry only focused on methods to improve power quality such as load capacity, relay setting, and harmonic resolution. Now, the consider of three-phase unbalance rate (TPUR) must be applied. I propose special transformers wiring (STW) to improve the three unbalance rates and provide different transformer wiring methods. According to the IEEE Committee, in the future, power companies will need to install balanced relay stations to improve three-phase unbalance rate. The internal regulations of Taipower must be less than 4.5% (voltage unbalance rate (NPSUR) of 2.5% and motor temperature rise of 12.5%). The derivation of the transformer “three-phase unbalance rate” model is the focus of the railway system. This research is based on the model derivation of different wiring methods to improve the problem caused by the three-phase imbalance and improve the using life of the train. They pointed out that Scott, Le-Blanc, and Modified-Woodbridge, the three wiring methods can be applied to future railway system and reduce the three-phase unbalance rate. They are in line with the IEEE standard ( [Formula: see text] ) of less than 2%.
因为功率不平衡会造成轨道车辆推进电机的损耗,温度的升高会缩短电动车的使用寿命。不仅如此,还增加了电费和维修费用。过去,业界只关注改善电能质量的方法,如负载容量、继电器整定和谐波分辨率。现在,必须考虑三相不平衡率(TPUR)。我提出特殊变压器接线(STW),以提高三种不平衡率,并提供不同的变压器接线方法。根据IEEE委员会的说法,在未来,电力公司将需要安装平衡中继站来提高三相不平衡率。台电内部规定必须小于4.5%(电压不平衡率(NPSUR) 2.5%,电机温升12.5%)。变压器“三相不平衡率”模型的推导一直是铁路系统研究的热点。本研究是基于不同接线方式的模型推导,以改善三相不平衡问题,提高列车的使用寿命。他们指出Scott, Le-Blanc和modied - woodbridge这三种接线方法可以应用于未来的铁路系统,降低三相不平衡率。它们符合IEEE的标准(公式:见文本),低于2%。
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引用次数: 0
Vibrational loss analysis of a new type of phononic crystal with a tungsten block embedded inside a rubber matrix 橡胶基体内嵌钨块的新型声子晶体的振动损失分析
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-27 DOI: 10.1177/14613484231185473
Rongjiang Tang, Taoqi Lu, Chaoyuan Pan, Weiguang Zheng
Vibration and noise pollution is one of the main pollution in modern society. In order to obtain good vibration damping effect, more effective phononic crystals should be designed. Based on the theory of elastic wave propagation in solids, three types of phononic crystals are designed in this paper using tungsten blocks embedded in a rubber matrix, which are cup-shaped phononic crystal, solid cylindrical phononic crystal, and hollow cylindrical phononic crystal. Firstly, the band gap characteristics and vibration losses of the three phononic crystals are analyzed by using the finite element method. Secondly, the physical mechanism of band gap formation is explored by vibration modes. Finally, the cup-shaped phononic crystal was introduced into the core layer of the sandwich plate to form the cup-shaped phononic crystal sandwich plate, and its vibration damping performance was analyzed. The results show that the three phononic crystals can form three band gaps in the range of 0–800 Hz, and the first low-frequency band gap starts at about 140 Hz and is all wider than 200 Hz. It is noteworthy that the average loss of vibration transmission of the three types of phononic crystals is more than 69 dB, which possesses stronger damping capability and wider low- and middle-frequency band gaps than the flat plate type phononic crystals. The vibration direction of the phononic crystal is at an angle of 90° to the wave vector, which prevents the propagation of elastic waves. The phononic crystal embedded in the sandwich panel plate is more in line with the actual demand of vibration damping and obtains good vibration damping effect. The research in this paper can provide more feasibility for phononic crystal damping.
振动和噪声污染是现代社会的主要污染之一。为了获得良好的减振效果,需要设计更有效的声子晶体。基于弹性波在固体中的传播理论,在橡胶基体中嵌入钨块,设计了杯形声子晶体、实心圆柱形声子晶体和空心圆柱形声子晶体三种声子晶体。首先,用有限元方法分析了三种声子晶体的带隙特性和振动损失。其次,从振动模态上探讨了带隙形成的物理机制。最后,将杯形声子晶体引入夹层板的核心层,形成杯形声子晶体夹层板,并对其减振性能进行了分析。结果表明:三种声子晶体在0 ~ 800 Hz范围内可形成3个带隙,其中第一个低频带隙从140 Hz左右开始,宽度均大于200 Hz;值得注意的是,三种声子晶体的平均振动传输损失均大于69 dB,与平板型声子晶体相比,具有更强的阻尼能力和更宽的低中频带隙。声子晶体的振动方向与波矢量成90°角,防止了弹性波的传播。将声子晶体嵌入夹层板更符合实际的减振需求,取得了良好的减振效果。本文的研究为声子晶体阻尼提供了更多的可行性。
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引用次数: 0
Pull-down plateau of a Toda-like fractal-fractional oscillator and its application in grass carp’s roes’ agglomeration toda型分-分数振子的下拉高原及其在草鱼卵聚集中的应用
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-26 DOI: 10.1177/14613484231185490
J. Niu
Grass carp’s roes should be agglomerated together for maximizing their survival rate against various predators. Any vibration induced by any environmental perturbation should be attenuated immediately. A Toda-like fractal-fractional oscillator is established, which shows a low-frequency property for most cases; however, the grass carp has evolved a very ability to attenuate the perturbated vibration by sticky adhesion. The pull-down stability of the roes’ vibration is discovered through the results of phase diagrams. The mathematical analysis reveals that there is a pull-down plateau for the attenuating process, the plateau’s height and width are discussed graphically, and the main factors affecting the plateau’s properties are elucidated. The paper offers a totally new window for biomechanics, especially for biomimicking design of chatter vibration systems inspired by the agglomerated roes.
草鱼的卵应聚集在一起,以最大限度地提高其在各种捕食者中的存活率。由任何环境扰动引起的任何振动都应立即衰减。建立了一个类toda分形-分数型振子,该振子在大多数情况下具有低频特性;然而,草鱼已经进化出了一种通过粘着来减弱扰动振动的能力。通过相图的分析结果,发现了转子振动的下拉稳定性。数学分析表明,在衰减过程中存在一个下拉高原,用图形讨论了高原的高度和宽度,并阐明了影响高原性质的主要因素。本文的研究为生物力学研究,特别是以结块为灵感的颤振系统的仿生设计提供了一个全新的窗口。
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引用次数: 0
Analysis of the fractional oscillator for a mass attached to a stretched elastic wire 质量系在拉伸弹性钢丝上的分数振子分析
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-22 DOI: 10.1177/14613484231181451
Ju-Hong Lu, Yi Sun
In this paper, we consider a fractional nonlinear oscillator for a mass attached to a stretched elastic wire. The coupling technique based on the fractional complex transform and the global residue harmonic balance method is proposed for solving this fractional oscillator. The approximated periodic solutions and frequencies are provided without complicated computation and discretization. The frequency–amplitude relationship is investigated to show its monotonic property. Numerical approximations for the nonlinear oscillator with integer or fractional orders are compared with the approximations by some existing methods. Numerical results confirm the effectiveness and robustness of the proposed method.
在本文中,我们考虑了一个分数阶非线性振子,它作用于一根被拉伸的弹性导线上。提出了基于分数阶复变换和全局剩余谐波平衡法的耦合技术来求解该分数阶振子。该方法不需要复杂的计算和离散化,提供了周期解和频率的近似解。研究了频幅关系,证明了其单调性。将整数阶和分数阶非线性振子的数值近似与现有方法的近似进行了比较。数值结果验证了该方法的有效性和鲁棒性。
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引用次数: 0
Exploring the suppression mechanism of wind buffeting noise with bionic structures featuring leading-edge serrations and surface ridges 利用前缘锯齿和表面脊状仿生结构探索风抖振噪声的抑制机制
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-21 DOI: 10.1177/14613484231185416
S. Cao, Zhifei Zhang, Xiong Wu, Yansong He, Quanzhou Zhang
The aim of this study is to investigate the effectiveness and mechanism of wind buffeting noise suppression using a new bionic structure inspired by the quiet flight of owls. Firstly, the new bionic schemes based on NACA0012 wing with two sinusoidal leading-edge serrations and one straight leading-edge curve are used in a cavity after verifying the simulation. Then, the results of the three bionic schemes are compared and analyzed. It is found that the schemes with leading-edge serrations and surface ridges can suppress wind buffeting noise effectively. In particular, the sinusoidal scheme with a wavelength λ = 0.24 c (chord length c) can significantly reduce resonance energies above 21 dB over a wide range of speeds. Furthermore, the study reveals that in the bionic scheme, only the negative pressure core moves in the opening and hits the trailing edge, which reduces the pressure fluctuation in the cavity. The boundary layer thickness (BLT) also fluctuates in span under the influence of the leading-edge serration and the surface ridge, which is favorable for suppressing wind buffeting noise. However, the suppression effect is not solely related to the fluctuation of BLT in the span at the trailing edge but is also influenced by the minimum BLT at this point. Therefore, if the BLT has a certain intensity fluctuation in the span, and the minimum BLT at the trailing edge is close to that of the smooth airfoil scheme, the noise suppression effect is significant.
本研究的目的是利用一种受猫头鹰安静飞行启发的新型仿生结构来研究风振噪声抑制的有效性和机制。首先,将基于NACA0012机翼的两种正弦前缘锯齿和一种直线前缘曲线的仿生方案在空腔中进行仿真验证。然后,对三种仿生方案的结果进行了比较分析。结果表明,采用前缘锯齿和表面脊的方案可以有效地抑制风抖振噪声。特别是,波长λ = 0.24 c(弦长c)的正弦方案可以在很宽的速度范围内显著降低21 dB以上的共振能量。此外,研究表明,在仿生方案中,只有负压芯在开口中移动并撞击尾缘,从而减小了腔内的压力波动。边界层厚度在前缘锯齿和表面脊的影响下呈跨幅波动,有利于抑制风抖振噪声。然而,抑制效果不仅与尾缘跨度内叶压t的波动有关,还受该点最小叶压t的影响。因此,如果翼型在跨度上有一定的强度波动,且尾缘处的最小翼型与光滑翼型方案的最小翼型接近,则噪声抑制效果显著。
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引用次数: 0
Maximum versoria criterion applied to hybrid active noise control algorithm for the impulsive noise 最大versoria准则应用于脉冲噪声的混合有源噪声控制算法
IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-06-21 DOI: 10.1177/14613484231185418
Rui Zhang, Yabing Cheng, Shuming Chen
In the conventional hybrid active noise control (CHANC) algorithm, the filtered-x least mean square (FXLMS) algorithm is used in both feedforward and feedback structures. However, the FXLMS algorithm does not process the reference signal and the error signal before updating the weight vector, which leads to the inadequate robustness of the CHANC algorithm in the impulsive noise environment. To solve this problem, the maximum versoria criterion is incorporated into the HANC (MVC-HANC) algorithm in this paper. Firstly, the MVC-HANC algorithm employs a novel nonlinear function to compress the error signal. Secondly, the proposed algorithm uses the modified sigmoid function to constrain the reference signal. To further improve the noise attenuation performance, the MVC-HANC algorithm uses a novel exponential function to adjust the step-size adaptively. Simulation and experiment results demonstrate that the proposed algorithm has the better attenuation performance than the conventional HANC algorithm.
在传统的混合有源噪声控制(CHANC)算法中,前馈和反馈结构均采用滤波-x最小均方(FXLMS)算法。然而,FXLMS算法在更新权向量之前没有对参考信号和误差信号进行处理,导致CHANC算法在脉冲噪声环境下鲁棒性不足。为了解决这一问题,本文在HANC (MVC-HANC)算法中引入了最大versoria准则。首先,MVC-HANC算法采用一种新颖的非线性函数对误差信号进行压缩。其次,采用改进的sigmoid函数对参考信号进行约束。为了进一步提高噪声抑制性能,MVC-HANC算法采用了一种新的指数函数自适应调整步长。仿真和实验结果表明,该算法比传统的HANC算法具有更好的衰减性能。
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引用次数: 0
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Journal of Low Frequency Noise Vibration and Active Control
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