| 于润桥,卢超.ART-2网络在超声检测信号分析中的应用[J].,2007,26(1):60-63 |
| ART-2网络在超声检测信号分析中的应用 |
| Application of ART-2 network in the signal analysis of ultrasonic testing |
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| 中文摘要: |
| 本文以焊缝超声检测常见的缺陷(夹渣、气孔、未焊透、未熔合)为对象,选取缺陷时域波形的上升时间、波宽、上升角度和频域特征的波动次数、底宽等特征值组成特征矢量作为ART-2的输入,来实现缺陷性质的识别,并与射线检测结果对比。实验结果表明：采用该方法得到的正确识别率达到81．5％,具有良好的应用前景。 |
| 英文摘要: |
| Based on the four types of weld flaws in Ultrasonic testing,this paper presents the ART-2 method to recognize the defect pattern.Five characteristics in the time do- main and frequency domain are chosen as the input vector for the ART-2 network.The results were compared with those of X-Ray testing.Experimental results show that the recognition rate can reach 81.5% due to the method and it has a future for applications. |
| DOI：10.11684/j.issn.1000-310X.2007.01.013 |
| 中文关键词: 超声波检测 焊缝缺陷 ART-2网络 模式识别 |
| 英文关键词: Ultrasonic testing Welding defects ART-2 network pattern recognition |
| 基金项目: |
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