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Wavelet Transform-Based Denoising Method for Processing Eddy Current Signals

机译:基于小波变换的涡流信号降噪方法

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Wavelet transform (WT)-based denoising method is proposed for processing eddy current signals of thin-walled stainless steel fuel tubes with periodic wall thickness variations formed due to fluctuation in tube drawing process parameters. In this method, discrete wavelet transform with level-based threshold has been applied to selectively eliminate the noise due to periodic wall thickness variations towards meeting the quality assurance requirement of detection of holes larger than 0.3Â mm diameter and linear defects deeper than 0.075Â mm (20% wall thickness). The method has been applied to tubes having machined holes, longitudinal notches, and circumferential notches, and an overall improvement of 20Â dB in signal-to-noise ratio has been observed. The method has been able to detect defects present anywhere in the wall thickness variation regions and also in tubes without any wall thickness variations.View full textDownload full textKeywordseddy current testing, stainless steel tube, thickness variations, wavelet transformRelated var addthis_config = { ui_cobrand: "Taylor & Francis Online", services_compact: "citeulike,netvibes,twitter,technorati,delicious,linkedin,facebook,stumbleupon,digg,google,more", pubid: "ra-4dff56cd6bb1830b" }; Add to shortlist Link Permalink http://dx.doi.org/10.1080/09349847.2010.488799
机译:提出了一种基于小波变换的去噪方法,该方法用于处理由于拉管工艺参数波动而形成的壁厚周期性变化的薄壁不锈钢燃料管的涡流信号。在这种方法中,已应用基于水平阈值的离散小波变换来选择性消除由于周期性壁厚变化而导致的噪声,以满足检测直径大于0.3 mm的孔和深度大于0.075 mm的线性缺陷的质量保证要求(壁厚20%)。该方法已应用于具有机械加工的孔,纵向槽口和周向槽口的管,并且已观察到整体信噪比提高了20 dB。该方法能够检测出壁厚变化区域中任何地方以及管壁厚度没有变化的缺陷。查看全文下载全文关键词涡流测试,不锈钢管,厚度变化,小波变换相关var addthis_config = {ui_cobrand:“泰勒和弗朗西斯在线”,services_compact:“ citeulike,netvibes,twitter,technorati,delicious,linkedin,facebook,stumbleupon,digg,google,更多”,发布号:“ ra-4dff56cd6bb1830b”};添加到候选列表链接永久链接http://dx.doi.org/10.1080/09349847.2010.488799

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