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1.
压电智能结构荷载识别方法的研究   总被引:10,自引:0,他引:10  
采用压电智能结构实测荷载的输出响应,基于BP神经网络与有限元逆分析提出一种识别荷 载位置及大小的方法. 首先在结构的不同位置施加单位荷载由有限元方法计算得到网络的学 习样本,经网络作逆分析识别荷载位置,继而通过有限元逆逼近方法确定荷载大小的最小二 乘解. 数值算例表明,该方法计算速度快、精度高,不受结构几何形状和边界条件的限制, 用于识别实际压电智能结构不确定荷载的位置及大小是可行的.  相似文献   

2.
基于压电智能结构,构成冲击荷载监测系统,冲击样本的应力波信号经Hilbert变换变为连续的瞬态时序信号后,提取时间和峰值等特征信息训练BP神经网络,在线监测时由神经网络根据压电响应信号映射冲击荷载的位置。实验表明,该方法定位精度高,稳定性好,用于层合板结构低能量冲击的健康监控是可行的。  相似文献   

3.
针对随机压电智能桁架结构研究了基于概率的结构闭环控制系统动力响应分析模型与方法.考虑结构的物理参数、几何尺寸、外荷载幅值以及闭环系统控制力同时具有随机性时,利用振型迭加法导出了结构动力响应随机变量的数字特征计算表达式.通过算例考察了智能结构物理参数、几何尺寸、外荷载幅值以及控制力的随机性对结构闭环控制系统动力响应的影响,并获得了若干有意义的结论.  相似文献   

4.
压电材料因其变形精度高、反应速度快、易于制作成小型化元件已经被广泛应用于精密驱动、振动控制、精确定位等领域。改变压电智能结构中压电元器件的位置、大小、形状等参数能够有效地改善系统的力学性能,因而吸引了许多学者和工程师的关注和研究。拓扑优化作为有效的优化工具,已经成功应用于压电智能结构的优化设计中。本文首先阐述了压电智能结构拓扑优化的背景和意义,简要回顾了压电智能结构主动控制及分析方法,并综述了面向结构静变形控制的压电智能结构优化、面向振动控制的压电智能结构优化、压电俘能器的设计与优化等三个方面的研究进展。最后,简单归纳压电智能结构拓扑优化研究中值得关注的几个问题。  相似文献   

5.
基于压电层合结构的有限元方程,采用零阶逼近优化和一阶梯度优化算法,运用ANSYS/APDL语言,编制了力-电耦合有限元优化分析程序.运用该程序,对一单压电片和多压电片埋置的三层梁和一压电片粘贴于结构表面的三层板进行建模,以结构的几何尺寸或驱动电压为设计变量,实现梁板结构的单点和多点形状最优控制设计.对比两种优化方法的计算结果,吻合良好,验证了程序的有效性.本文的计算理论和方法可以为复杂压电层合智能结构的主被动控制设计提供参考.  相似文献   

6.
压电智能桁架的灵敏度分析与优化设计   总被引:3,自引:1,他引:3  
在压电桁架结构的有限元分析方法基础上,考虑电荷载和机械荷载联合作用的机电耦合效应,给出了压电智能桁架的位移和自振频率对常规尺寸设计变量和形状设计变量的灵敏度计算公式,增加了电压这一类新的设计变量,给出了位移对电压的灵敏度计算方法。在此基础上实现了通过优化压电主动桁架的电压进行变形控制的方法,并在JIFEX软件中实现了压电桁架的灵敏度分析与优化设计。文中给出的数值算例验证了算法和程序的有效性。  相似文献   

7.
侯旭东  张元冲 《力学季刊》1998,19(4):341-350
币压电传感器、作动器和梁组成的机电耦合的动力系统,本文提出了一个计算机数值模拟的伽辽金方法。从哈密顿原理出发,导出其状态方程,采用有限维样条函数逼近该动力系统的运动。算便与实验结果比较表明,本文提出的方法,对于机电耦合梁的振动控制分析是有效的。此方法也容易进一步推广到其他更为复杂的智能结构。  相似文献   

8.
压电智能结构拓扑优化研究进展   总被引:1,自引:0,他引:1  
压电材料因其变形精度高、反应速度快、易于制作成小型化元件已经被广泛应用于精密驱动、振动控制、精确定位等领域。改变压电智能结构中压电元器件的位置、大小、形状等参数能够有效地改善系统的力学性能,因而吸引了许多学者和工程师的关注和研究。拓扑优化作为有效的优化工具,已经成功应用于压电智能结构的优化设计中。本文首先阐述了压电智能结构拓扑优化的背景和意义,简要回顾了压电智能结构主动控制及分析方法,并综述了面向结构静变形控制的压电智能结构优化、面向振动控制的压电智能结构优化、压电俘能器的设计与优化等三个方面的研究进展。最后,简单归纳压电智能结构拓扑优化研究中值得关注的几个问题。  相似文献   

9.
基于LQG最优控制法的压电智能结构独立模态空间控制   总被引:1,自引:1,他引:0  
采用压电材料作为传感器和驱动器对智能结构振动主动控制进行研究,基于机电耦合的压电智能结构传感和驱动方程,将振动控制动力学方程变换到模态空间对方程进行解耦。通过计算结构最大应变,确定压电元件的最佳粘贴位置。考虑到系统过程噪声和量测噪声的影响,设计Kalman滤波器,采用基于线性二次型高斯(LQG)最优控制的独立模态空间控制方法对压电智能结构的振动进行控制。最后以压电智能悬臂梁为例进行控制仿真,验证了此方法的有效性。  相似文献   

10.
噪声控制压电智能系统研究的现状和展望   总被引:5,自引:0,他引:5  
综述了噪声控制压电智能系统研究的现状。基于大量国内外有关噪声控制压电智能结构的文献,首先介绍了流固耦合问题的数值求解方法,接着对压电智能结构的研究现状作了简单介绍,最后详细介绍了噪声控制压电智能系统的研究现状和展望。  相似文献   

11.
有限长压电层合简支板自由振动的三维精确解   总被引:13,自引:2,他引:13  
基于三维弹性理论和压电理论,导出了有限长矩形压电层合简支板的动力学方程及相应的边界条件,给出了一种求解压电层合板自由振动三维精确解的方法;分析了正、逆向压电效应对层合板振动频率的影响.本文所述的方法和结果对于求解其他三维动态问题,验证、比较其他简化模型、有限元计算结果以及工程应用都有指导意义.  相似文献   

12.
Based on the Talreja’s damage model with tensor valued internal state variables, considering the effects of piezoelectricity, geometrical nonlinearity and the constitutive relations of the composite uni-ply plate with matrix cracks, the nonlinear dynamic equations of piezoelectric laminated plates with damage are established and the problems are solved by using the finite difference method. In numerical calculating examples, the nonlinear dynamics responses and the fatigue damage evolution curves of the plates are obtained, and the effects of piezoelectric materials, damage and external load on the nonlinear dynamic response and fatigue damage evolution of the plates are discussed.  相似文献   

13.
Considering mass and stiffness of piezoelectric layers and damage effects of composite layers, nonlinear dynamic equations of damaged piezoelectric smart laminated plates are derived. The derivation is based on the Hamilton's principle, the higher- order shear deformation plate theory, von Karman type geometrically nonlinear straindisplacement relations, and the strain energy equivalence theory. A negative velocity feedback control algorithm coupling the direct and converse piezoelectric effects is used to realize the active control and damage detection with a closed control loop. Simply supported rectangular laminated plates with immovable edges are used in numerical computation. Influence of the piezoelectric layers' location on the vibration control is in- vestigated. In addition, effects of the degree and location of damage on the sensor output voltage are discussed. A method for damage detection is introduced.  相似文献   

14.
Research and development of active monitoring systems for reinforced concrete structures should lead to improved structural safety and reliability. Numerical models of active monitoring and damage detection systems can help in the development and implementation of these systems. Modeling of damage detection process in a concrete beam with piezoelectric sensors/actuators based on wave propagation is investigated in this paper. Numerical modeling process is divided into two parts: (1) piezoelectric smart aggregates (SA), and (2) wave propagation models. Displacement obtained in the SA model is used as an input parameter for the modeling of wave propagation. Wavelet analysis is used as a signal processing tool and the damage index is calculated based on the wave energy. In this paper root-mean-square deviation (RMSD) damage index is used. Damage indices obtained by this numerical analysis are compared with experimental results. Very good fit between the finite element (FE) results and experimental results confirm a good FE approach of this problem.  相似文献   

15.
将模糊逻辑与学习控制的基本思想相结合,根据控制系统的动态输出特性,采用模糊控制对学习控制律中的参数进行实时校正,实现系统的动态学习过程,提出了一种适用于压电智能结构振动控制的模糊自学控制方法FSLC(FuzzySelf-LearningContr01)。分别采用三维8节点实体单元(Solid45)和耦合单元模拟主结构和压电致动器/传感器,基于ANSYS参数化语言编写了压电智能结构振动控制分析的有限元程序。通过数值仿真证明了模糊自学习控制方法能有效控制压电结构的振动,并提高了自学习控制的收敛速度和获得了很好的控制效果。  相似文献   

16.
In order to improve the joint failure strength, an adhesively bonded smart composite pipe joint system has been developed by integrating electromechanical coupling piezoelectric layers with the connection coupler. It has been validated that the integrated piezoelectric ceramic layers can smartly reduce stress concentration in the adhesive layer bond-line under bending or axial tension loads. In this study, piezoelectric particle/fiber reinforced polymer composite was utilized to construct adhesively bonded smart composite pipe joint systems, in order to overcome the brittle characteristic of the piezoelectric ceramic layers and to facilitate joint construction. Since torsion is one of the dominating loading conditions in practice, the behavior of the newly developed smart pipe joint system subjected to torsion loading was investigated in-detail to evaluate the effect of the integrated piezoelectric reinforced polymer composite layer on the joint performance. Firstly, based on the first-order shear deformation theory, the fundamental equations with relevant boundary and continuity conditions were developed to theoretically model the smart pipe joint system subjected to torsion loading. Further, the analytical solutions for the mid-plane displacements and the shear and peel stresses in the adhesive layer were obtained by using the Levy solution and the state-space method. Finally, some numerical examples were presented to evaluate the detailed effect of the stacking sequence and thickness of the integrated composite piezoelectric layers in the connection coupler on reducing the stress concentration in the adhesive layer; the effect of the applied electric fields on shear and peel stresses in the adhesive layer was also illustrated.  相似文献   

17.
弹性模量是工程材料重要的性能参数, 可以衡量物体抵抗弹性变形的能力. 弹性成像是一种通过弹性模量表征生物体组织物理特性的医学成像方法. 为了将弹性成像应用于机械装备结构的缺陷识别, 提高弹性成像的局部表征和全局识别能力, 提出一种基于拓扑优化的结构弹性成像方法. 受拓扑优化理论启发, 采用结构离散单元的相对密度(弹性模量系数)作为弹性成像参数来表征损伤程度, 建立成像参数与弹性模量的插值模型, 基于有限元模型构建损伤表征、结构模型与物理响应的映射关系. 以损伤结构和无损结构位移响应的最小二乘为目标函数, 以成像参数上下限为约束, 建立结构弹性成像的优化模型. 以伴随法推导弹性成像问题的灵敏度, 并详细给出了弹性成像反演的数值实施方式. 二维悬臂梁和米歇尔梁算例表明, 本文提出的基于拓扑优化的弹性成像方法无需先验损伤信息, 可有效实现均质/非均质、单/多缺陷结构的弹性成像, 且弹性成像结果不依赖于特定的边界条件, 进一步将弹性成像方法扩展至三维悬臂梁问题验证了其通用性.   相似文献   

18.
Surface-bonded piezoelectric actuators can be used to generate elastic waves for monitoring damages of composite materials. This paper provides an analytical and numerical study to simulate wave propagation in an anisotropic medium induced by surface-bonded piezocermic actuators under high-frequency electric loads. Based on a one-dimensional actuator model, the dynamic load transfer between a piezoceramic actuator and an anisotropic elastic medium under in-plane mechanical and electrical loading is obtained. The wave propagation induced by the surface-bonded actuator is also studied in detail by using Fourier transform technique and solving the resulting integral equations in terms of the interfacial shear stress. Typical examples are provided to show effects of the geometry, the material combination, the loading frequency and the material anisotropy of the composite upon the load transfer and the resulting wave propagation.  相似文献   

19.
This paper presents a nonlinear model for cross-ply piezoelastic laminated plates containing the damage effect of the intralayer materials and interlaminar interfaces. The model is based on the general six-degrees-of-freedom plate theory, the discontinuity of displacement, and electric potential on the interfaces are depicted by three shape functions, which are formulated according to solutions about three equilibrium equations and conservation of charge. By using the Hamilton variation principle, the three-dimensional nonlinear dynamic equations of piezoelastic laminated plates with damage are presented. Then using the finite difference method and the Newmark scheme, an analytical solution is presented. In numerical examples, the effects of different damage models, damage evolution, amplitude and frequency of electric loads on the nonlinear dynamic response of piezoelectric laminated plate with interfacial imperfections are investigated.  相似文献   

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