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1.
《中国航空学报》2020,33(2):407-417
Multi-faults detection is a challenge for rolling bearings due to the mode mixture and coupling of multiple fault features, as well as its easy burying in the complex, non-stationary structural vibrations and strong background noises. In this paper, a method based on the flexible analytical wavelet transform (FAWT) possessing fractional scaling and translation factors is proposed to identify multiple faults occurred in different components of rolling bearings. During the route of the proposed method, the proper FAWT bases are constructed via genetic optimization algorithm (GA) based on maximizing the spectral correlated kurtosis (SCK) which is firstly presented and proved to be efficient and effective in indicating interested fault mode. Via using the customized FAWT bases for each interested fault mode, the original vibration measurements are decomposed into fine frequency subbands, and the sensitive subband which enhances the signal-to-noise ratio (SNR) is selected to exhibit the fault signature on its envelope spectrum. The proposed method is tested via simulated signals, and applied to analyze the experimental vibration measurements from the running roller bearings subjected to outrace, inner-race and roller defects. The analysis results validate the effectiveness of the proposed method in identifying multi-faults occurred in different components of rolling bearings. 相似文献
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通过杯杯型轴对称复合挤压两种宏观缺陷并存的上限分析表达式,研究了该变形方式下两种宏观缺陷并存区域与正挤部分、反挤部分变形程度和坯料相对余厚的关系。本文的模型及结论被实验结果所证实。 相似文献
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总结了拉深模试冲时的缺陷及原因,建立原因表,应用遗传算法技术对拉深模试冲时的缺陷进行智能诊断,探讨了提高拉深模试冲时的缺陷诊断准确率的优化方法,描述了遗传算法的诊断过程。 相似文献
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超声爬波无损检测方法的研究 总被引:2,自引:0,他引:2
本文介绍了超声无损检测中一种具有较好应用前景的波型──超声爬波。试验研究了爬波检测时缺陷定位、定性评定的方法,并给出了主要结论。 相似文献
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LI Long-biao 《航空动力学报》2016,31(3):527-538
An analytical methodology was developed to investigate the effect of fiber/matrix interface debonding on matrix multicracking evolution of fiber-reinforced CMCs(ceramic-matrix composites). The Budiansky-Hutchinson-Evans shear-lag model was adopted to analyse the micro-stress field of the damaged composites. The critical matrix strain energy criterion, which presupposes the existence of an ultimate or critical matrix strain energy with matrix, was obtained to simulate the matrix multicracking evolution of CMCs. With the increase of the applied stress, the matrix multicracking and fiber/matrix interface debonding occurred to dissipate the additional energy entered into the composites. The fiber/matrix interface debonded length under matrix multicracking evolution was obtained by treating the interface debonding as a particular crack propagation problem. The conditions for no-debonding and debonding during the evolution of matrix multicracking were discussed in terms of two interfacial properties, i.e., the interface shear stress and interface debonded toughness. When the fiber/matrix interface was bonded, the matrix multicracking evolution was much more intense compared with the interface debonding; when the fiber/matrix interface was debonded, the matrix crack density increased with the increasing of interface shear stress and interface debonded energy. The theoretical results were compared with experimental data of unidirectional SiC/CAS(calcium alumina silicate), SiC/CAS-Ⅱ and SiC/borosilicate composites. 相似文献
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不稳定和召回率低效的软件缺陷预测模型难以在行业领域应用,为解决稳定和高效各项性能评价指标的软件缺陷预测模型在工程实践应用的问题,提出了一种基于知识图谱和自动化机器学习的软件缺陷预测方法AutoKGGAS,首先获取软件缺陷预测模型数据,对知识建模、知识获取、知识融合、知识储存与知识计算等知识图谱构建技术研究,实现知识图谱... 相似文献