利用微分变换法和响应面法对涡流诱导压电能量收集器进行分析研究和优化

IF 2.2 3区 工程技术 Q2 MECHANICS
Qi Lei, Kaining Mu, Wencan Wu, Sipeng Xu
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引用次数: 0

摘要

线性压电能量采集器在外界激励下表现出耦合振动现象。本研究提出了一种新的半解析方法来检测线性压电能量采集器在涡激振动环境中的振动响应。本文利用欧拉-拉格朗日方程推导了涡激压电能量采集器的控制方程,并采用多阶微分变换- pad近似法求解了控制方程。用四阶龙格-库塔法验证了该方法的准确性。此外,还研究了钝体直径和压电梁长度对系统输出功率的影响。最后,以输出功率最大化和系统质量最小化为目标,采用非支配排序遗传算法II对模型进行优化,其中采用响应面法解决了计算过程耗时的问题。结果表明,通过理想点计算得到的拐点输出功率比初始设计点提高13.37%,而系统总质量降低3.06%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analytical investigation and optimization of a vortex-induced piezoelectric energy harvester by differential transform method and response surface methodology

Linear piezoelectric energy harvesters exhibit coupled vibration phenomena under external excitation. This study proposes a novel semi-analytical method for examining the vibration response of linear piezoelectric energy harvesters in vortex-induced vibration environments. In this study, the governing equations of a vortex-induced piezoelectric energy harvester, derived with the help of Euler–Lagrange equation, are solved using the multi-step differential transform-Padé approximation method. The accuracy of this method is validated against the fourth-order Runge–Kutta method. Furthermore, the influences of the bluff body’s diameter and the length of piezoelectric beam on the system’s output power are examined. Finally, optimization of the model is conducted using the non-dominated sorting genetic algorithm II with the objectives of maximizing output power and minimizing system mass, in which response surface methodology is employed to tackle with the time-consuming problem in computation process. The results indicate that the output power at the turning points calculated through idealized points is 13.37% greater than that of the initial design point, while the total system mass is reduced by 3.06%.

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来源期刊
CiteScore
4.40
自引率
10.70%
发文量
234
审稿时长
4-8 weeks
期刊介绍: Archive of Applied Mechanics serves as a platform to communicate original research of scholarly value in all branches of theoretical and applied mechanics, i.e., in solid and fluid mechanics, dynamics and vibrations. It focuses on continuum mechanics in general, structural mechanics, biomechanics, micro- and nano-mechanics as well as hydrodynamics. In particular, the following topics are emphasised: thermodynamics of materials, material modeling, multi-physics, mechanical properties of materials, homogenisation, phase transitions, fracture and damage mechanics, vibration, wave propagation experimental mechanics as well as machine learning techniques in the context of applied mechanics.
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