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    30 June 2025, Volume 46 Issue 7
    Machine learning-based design strategy for weak vibration pipes conveying fluid
    Tianchang DENG, Hu DING, S. KITIPORNCHAI, Jie YANG
    2025, 46(7):  1215-1236.  doi:10.1007/s10483-025-3276-7
    Abstract ( 29 )   PDF (10437KB) ( 13 )  
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    Multi-constrained pipes conveying fluid, such as aircraft hydraulic control pipes, are susceptible to resonance fatigue in harsh vibration environments, which may lead to system failure and even catastrophic accidents. In this study, a machine learning (ML)-assisted weak vibration design method under harsh environmental excitations is proposed. The dynamic model of a typical pipe is developed using the absolute nodal coordinate formulation (ANCF) to determine its vibrational characteristics. With the harsh vibration environments as the preserved frequency band (PFB), the safety design is defined by comparing the natural frequency with the PFB. By analyzing the safety design of pipes with different constraint parameters, the dataset of the absolute safety length and the absolute resonance length of the pipe is obtained. This dataset is then utilized to develop genetic programming (GP) algorithm-based ML models capable of producing explicit mathematical expressions of the pipe’s absolute safety length and absolute resonance length with the location, stiffness, and total number of retaining clips as design variables. The proposed ML models effectively bridge the dataset with the prediction results. Thus, the ML model is utilized to stagger the natural frequency, and the PFB is utilized to achieve the weak vibration design. The findings of the present study provide valuable insights into the practical application of weak vibration design.

    Coupled effects of surface elasticity, couple stresses, and adhesion in nanocontact mechanics
    Youxue BAN, Xinyao YANG, Q. X. LI, Changwen MI
    2025, 46(7):  1237-1260.  doi:10.1007/s10483-025-3267-6
    Abstract ( 22 )   PDF (632KB) ( 6 )  
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    This paper investigates the adhesive nanocontact behavior of an elastic half-plane indented by a rigid cylindrical indenter, incorporating the simultaneous effects of surface elasticity, couple stresses, and adhesion. The free surface of the half-plane is modeled by the Steigmann-Ogden surface elasticity theory, while the bulk material behavior is described by the classical couple-stress elasticity theory. The adhesion at the contact interface is characterized by the Maugis-Dugdale (MD) adhesive contact model. Building on the fundamental nonclassical Flamant solution, the governing equations and boundary conditions of the nanocontact problem are reformulated into a system of triple integral equations. These equations are solved numerically by the Gauss-Chebyshev quadratures in combination with an iterative algorithm. The validation against the existing literature confirms the accuracy and robustness of the proposed solution methodology. Comprehensive parametric studies are performed to elucidate the critical roles of surface elasticity and couple stresses in adhesive nanocontact. The numerical results provide insights into the complex interactions among surface, couple-stress, and adhesive effects. Specifically, the interplay between the surface and adhesive effects is predominantly competitive, while the interaction between the couple stresses and adhesion exhibits an intricate nature. The findings highlight the necessity of simultaneously considering surface elasticity, couple stresses, and adhesion in nanoindentation analyses to achieve accurate predictions of material responses.

    Size-dependent bending and vibration analysis of piezoelectric nanobeam based on fractional-order kinematic relations
    Zhiwen FAN, Hai QING
    2025, 46(7):  1261-1272.  doi:10.1007/s10483-025-3274-9
    Abstract ( 21 )   PDF (296KB) ( 22 )  
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    In this paper, a fractional-order kinematic model is utilized to capture the size-dependent static bending and free vibration responses of piezoelectric nanobeams. The general nonlocal strains in the Euler-Bernoulli piezoelectric beam are defined by a frame-invariant and dimensionally consistent Riesz-Caputo fractional-order derivatives. The strain energy, the work done by external loads, and the kinetic energy based on the fractional-order kinematic model are derived and expressed in explicit forms. The boundary conditions for the nonlocal Euler-Bernoulli beam are derived through variational principles. Furthermore, a finite element model for the fractional-order system is developed in order to obtain the numerical solutions to the integro-differential equations. The effects of the fractional order and the vibration order on the static bending and vibration responses of the Euler-Bernoulli piezoelectric beams are investigated numerically. The results from the present model are validated against the existing results in the literature, and it is demonstrated that they are theoretically consistent. Although this fractional finite element method (FEM) is presented in the context of a one-dimensional (1D) beam, it can be extended to higher dimensional fractional-order boundary value problems.

    Homogenization-based numerical framework of second-phase reinforced alloys integrating strain gradient effects
    Haidong LIN, Yiqi MAO, Shujuan HOU
    2025, 46(7):  1273-1294.  doi:10.1007/s10483-025-3268-7
    Abstract ( 18 )   PDF (2496KB) ( 10 )  
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    The acuurate prediction of the time-dependent mechanical behavior and deformation mechanisms of second-phase reinforced alloys under size effects is critical for the development of high-strength ductile metals and alloys for dynamic applications. However, solving their responses using high-fidelity numerical methods is computationally expensive and, in many cases, impractical. To address this issue, a dual-scale incremental variational formulation is proposed that incorporates the influence of plastic gradients on plastic evolution characteristics, integrating a strain-rate-dependent strain gradient plasticity model and including plastic gradients in the inelastic dissipation potential. Subsequently, two minimization problems based on the energy dissipation mechanisms of strain gradient plasticity, corresponding to the macroscopic and microscopic structures, are solved, leading to the development of a homogenization-based dual-scale solution algorithm. Finally, the effectiveness of the variational model and tangent algorithm is validated through a series of numerical simulations. The contributions of this work are as follows: first, it advances the theory of self-consistent computational homogenization modeling based on the energy dissipation mechanisms of plastic strain rates and their gradients, along with the development of a rigorous multi-level finite element method (FE2) solution procedure; second, the proposed algorithm provides an efficient and accurate method for evaluating the time-dependent mechanical behavior of second-phase reinforced alloys under strain gradient effects, exploring how these effects vary with the strain rate, and investigating their potential interactions.

    Fatigue correlation reliability evaluation of heavy-haul railway bridges
    Mingyang ZHANG, Mengcheng CHEN, Wei FANG, Kaicheng XU, Hong HUANG
    2025, 46(7):  1295-1314.  doi:10.1007/s10483-025-3269-8
    Abstract ( 16 )   PDF (415KB) ( 4 )  
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    The fatigue of heavy-haul railway bridges is considered a key concern due to high stress levels and cyclic loading. The evaluation of fatigue reliability is required to include factor correlations. A major challenge is presented by the construction of the cumulative distribution function (CDF) and the description of correlations between random variables. In this study, the copula function is used to analyze the fatigue failure probability of the Shuohuang heavy-haul railway bridge. A C-vine copula (CVC)-based joint probability density function (JPDF) is derived with eight correlated parameters. To enhance efficiency in small failure probability calculations, the subset simulation and most probable point (MPP) Monte Carlo importance sampling are introduced based on the Rosenblatt transform and C-vine model. Comparisons with traditional Monte Carlo methods confirm that high accuracy and efficiency are achieved. The results show that when parameter correlations are ignored, failure probability is underestimated, increasing safety risks in bridge assessments.

    A toughening strategy of the glass composite with a laminated interlocking feature
    Qi WANG, Li DING, Shuo WANG, Danping RUAN, Yuanzhi XU, Yanshu CHU, D. AROLA, Bingbing AN, Dongsheng ZHANG
    2025, 46(7):  1315-1330.  doi:10.1007/s10483-025-3270-9
    Abstract ( 22 )   PDF (5841KB) ( 3 )  
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    Inspired by brick-and-mortar architectures and suture interfaces, we propose a design of bioinspired nacre-like materials with interlocking sutures to improve the toughness of brittle materials. Laser-engraved glass interlockers are laminated with soft interlayers in a staggered arrangement, and the fundamental mechanical properties of the structure are investigated through experiments and numerical modeling. It is found that the tensile performance, such as the strength and toughness, is strongly affected by the interlocking angle and suture line spacing. The geometric interlocking originated from suture interfaces as well as tablet sliding arising from the staggered arrangement of interlockers cooperatively contribute to enhancing the strength and toughness of this bioinspired design. Additionally, the finite element modeling shows the interfacial failure and plastic deformation, revealing the interplay of the geometric interlocking mechanism and the sliding mechanism. This novel bioinspired design paves a new path for fabrication of structural materials combining high stiffness, high strength, and enhanced toughness.

    Exact multi-field coupling modeling and analysis of piezoelectric semiconductor plates
    Lele ZHANG, Zheng ZHAO, Xiaofan HU, Guoquan NIE, Jinxi LIU
    2025, 46(7):  1331-1346.  doi:10.1007/s10483-025-3272-7
    Abstract ( 17 )   PDF (1930KB) ( 3 )  
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    This study aims to present exact multi-field coupling modeling and analysis of a simply-supported rectangular piezoelectric semiconductor (PSC) plate. Under the linear assumption of drift-diffusion current for a small electron concentration perturbation, the governing equations are solved by extending the classical Stroh formalism to involve all the physical fields of PSCs. The general solutions are obtained and then utilized to analyze three-dimensional (3D) problems of static deformation and free vibration of the PSC plate. To investigate the multi-physics interactions along the plate thickness, the distribution forms of electromechanical fields and electron concentration perturbation are given exactly, which are helpful for the development of the PSC plate theory. The differences between the PSC and purely piezoelectric as well as purely elastic counterparts are emphasized, in the context of evaluating the material performances with changing initial electron concentration. The results demonstrate that the PSC coupling exists only within a specific range of the initial electron concentration, where it exhibits a transition from the piezoelectric characteristics to the elastic ones. In addition, the dependence of coupling behaviors on the plate thickness is clarified. These results can not only be benchmarks in the development of PSC plate theories or other numerical methods, but also be guidance for the design of plate-based PSC devices.

    Subharmonic resonance analysis of asymmetrical stiffness nonlinear systems with time delay
    Xinliang LIU, Bin FANG, Shaoke WAN, Xiaohu LI
    2025, 46(7):  1347-1364.  doi:10.1007/s10483-025-3273-8
    Abstract ( 16 )   PDF (1250KB) ( 8 )  
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    Incorporating asymmetric quadratic and cubic stiffnesses into a time-delayed Duffing oscillator provides a more accurate representation of practical systems, where the resulting nonlinearities critically influence subharmonic resonance phenomena, yet comprehensive investigations remain limited. This study employs the generalized harmonic balance (HB) method to conduct an analytical investigation of the subharmonic resonance behavior in asymmetric stiffness nonlinear systems with time delay. To further examine the switching behavior between primary and subharmonic resonances, a numerical continuation approach combining the shooting method and the parameter continuation algorithm is developed. The analytical and numerical continuation solutions are validated through direct numerical integration. Subsequently, the switching behavior and associated bifurcation points are analyzed by means of the numerical continuation results in conjunction with the Floquet theory. Finally, the effects of delay parameters on the existence range of subharmonic responses are discussed in detail, and the influence of initial conditions on system dynamics is explored with basin of attraction plots. This work establishes a comprehensive framework for the analytical and numerical study on time-delayed nonlinear systems with asymmetric stiffness, providing valuable theoretical insights into the stability management of such dynamic systems.

    Anisotropic concurrent coupled atomistic and discrete dislocation for partial dislocations in FCC materials
    S. FORGHANI, N. KHAJI
    2025, 46(7):  1365-1382.  doi:10.1007/s10483-025-3275-6
    Abstract ( 7 )   PDF (1670KB) ( 6 )  
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    Spurious forces are a significant challenge for multi-scale methods, e.g., the coupled atomistic/discrete dislocation (CADD) method. The assumption of isotropic matter in the continuum domain is a critical factor leading to such forces. This study aims to minimize spurious forces, ensuring that atomic dislocations experience more precise forces from the continuum domain. The authors have already implemented this idea using a simplified and unrealistic slipping system. To create a comprehensive and realistic model, this paper considers all possible slip systems in the face center cubic (FCC) lattice structure, and derives the required relationships for the displacement fields. An anisotropic version of the three-dimensional CADD (CADD3D) method is presented, which generates the anisotropic displacement fields for the partial dislocations in all the twelve slip systems of the FCC lattice structure. These displacement fields are tested for the most probable slip systems of aluminum, nickel, and copper with different anisotropic levels. Implementing these anisotropic displacement fields significantly reduces the spurious forces on the slip systems of FCC materials. This improvement is particularly pronounced at greater distances from the interface and in more anisotropic materials. Furthermore, the anisotropic CADD3D method enhances the spurious stress difference between the slip systems, particularly for materials with higher anisotropy.

    Hydrodynamical characterization of nanofluidic flow driven by forced convection via a four-sided lid-driven cavity
    M. USMAN, M. HAMID, W. A. KHAN, R. U. HAQ
    2025, 46(7):  1383-1402.  doi:10.1007/s10483-025-3271-6
    Abstract ( 22 )   PDF (21701KB) ( 22 )  
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    The unsteady magnetohydrodynamical (MHD) free convection flow of an incompressible, electrically conducting hybrid nanofluid within a vertical cylindrical geometry is investigated, incorporating the effects of thermal radiation, viscous dissipation, and internal heat generation. The system is subjected to a time-periodic boundary temperature condition. The Laplace and finite Hankel transforms are used to derive the exact solutions for the velocity and temperature distributions. The effects of various key physical parameters, including the Richardson number, the Eckert number, the radiation parameter, the heat source parameter, and the nanoparticle volume fraction, are considered. The numerical results reveal that increasing the volume fraction significantly enhances the thermal conductivity and temperature, while the magnetic field intensity and viscous dissipation strongly influence the fluid motion and heat transport. Additionally, the pulsating boundary conditions produce distinct oscillatory behaviors in both the velocity and temperature fields. These findings provide important insights into optimizing the heat transfer performance in cylindrical systems such as electronic cooling modules and energy storage devices operating under dynamic thermal conditions.

    Space and time estimates of second gradient thermal problems
    J. R. FERNÁNDEZ, V. PATA, R. QUINTANILLA
    2025, 46(7):  1403-1416.  doi:10.1007/s10483-025-3266-9
    Abstract ( 22 )   PDF (192KB) ( 5 )  
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    We consider the space and time decays of certain problems within the second gradient thermal law. Notably, for this thermal theory, the exponential time decay is precluded. First, the time estimates of polynomial type are obtained for both the thermal equation and the one-dimensional thermoelastic system, where the impossibility of localization with respect to time is also established. Then, the space estimates are deduced for the multidimensional thermoelastic problem, which allow to show the exponential decay of the energy.

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