Wavelet Transform as a Filtering Technique to Ship Motion Time Series

Mariana Candella
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引用次数: 0

Abstract

Noise is a problem inherent to any measurement and may jeopardize the achievement of test objectives. In the design of a ship hull, noise in the processed data can lead to under or over estimation of certain parameters, such as acceleration. This can create economic loss and risk to human lives. For vertical acceleration measurements, the application of low-pass filters is not recommended due to the high frequency nature of relevant events. The present work proposes the application of wavelet transforms as a filtering technique for vertical acceleration time series. An influence investigation of wavelet parameters is performed along with a parameter determination test using measured data from high-speed hull towing tank tests conducted at Davidson Laboratory. Commercially available software is used for the data processing and determination of design parameters, such as third-highest and tenth-highest acceleration.
小波变换对船舶运动时间序列的滤波
噪声是任何测量所固有的问题,并可能危及测试目标的实现。在船体设计中,处理数据中的噪声会导致对某些参数(如加速度)的估计过低或过高。这可能造成经济损失并危及人类生命。对于垂直加速度测量,由于相关事件的高频特性,不建议应用低通滤波器。本文提出了小波变换作为垂直加速度时间序列滤波技术的应用。对小波参数的影响进行了研究,并利用戴维森实验室进行的高速船体拖曳箱试验的测量数据进行了参数确定试验。商用软件用于数据处理和设计参数的确定,例如第三高和第十高的加速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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