Evaluation of Smart Piezoelectric Composite Material-Based Active Vibration Cancellation (AVC) System Performance For Highway Driving Vibration of Vehicle Interior Using Time–Frequency Wavelet Transform

IF 2.2 4区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES
SangUn Kim, Jooyong Kim
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引用次数: 0

Abstract

This study presents the development and evaluation of an Active Vibration Cancellation (AVC) system utilizing smart piezoelectric composite materials, specifically Macro Fiber Composites (MFC), to mitigate vehicle interior vibrations during highway driving. The AVC system generates out-of-phase vibrations to counteract the predominant z-axis vibrations experienced during high-speed driving. The system was tested through simulated vibration experiments at 80 km/h and 100 km/h, with data analyzed using time–frequency continuous Wavelet transform (CWT), fourier transform (FT), and time series analysis. The results showed a significant cancellation in vibration magnitudes, particularly in the 10 Hz and 30–50 Hz frequency ranges, canceling the vibrations to 17.91% of their initial magnitude. The analytic morse wavelet(AMW), one of the CWT analysis further confirmed the system's ability to attenuate vibrations across various frequency ranges, demonstrating its potential as a solution for enhancing passenger comfort and reducing motion sickness in autonomous and future vehicles.

Abstract Image

基于时频小波变换的基于智能压电复合材料的汽车内部公路行驶振动主动消振系统性能评价
本研究介绍了一种利用智能压电复合材料,特别是宏纤维复合材料(MFC)的主动减振(AVC)系统的开发和评估,以减轻高速公路行驶时车辆内部的振动。AVC系统产生非相位振动,以抵消高速行驶时主要的z轴振动。通过80 km/h和100 km/h的模拟振动实验对系统进行了测试,并对数据进行了时频连续小波变换(CWT)、傅立叶变换(FT)和时间序列分析。结果表明,振动幅度明显消除,特别是在10 Hz和30-50 Hz频率范围内,振动消除到其初始幅度的17.91%。分析莫尔斯小波(AMW)是CWT分析之一,进一步证实了该系统在不同频率范围内衰减振动的能力,证明了它在提高乘客舒适度和减少自动驾驶和未来车辆晕车方面的潜力。
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来源期刊
Fibers and Polymers
Fibers and Polymers 工程技术-材料科学:纺织
CiteScore
3.90
自引率
8.00%
发文量
267
审稿时长
3.9 months
期刊介绍: -Chemistry of Fiber Materials, Polymer Reactions and Synthesis- Physical Properties of Fibers, Polymer Blends and Composites- Fiber Spinning and Textile Processing, Polymer Physics, Morphology- Colorants and Dyeing, Polymer Analysis and Characterization- Chemical Aftertreatment of Textiles, Polymer Processing and Rheology- Textile and Apparel Science, Functional Polymers
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