混合智能故障诊断与预示技术的应用进展

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振动与冲击 ›› 2011, Vol. 30 ›› Issue (9) : 129-135.

论文

混合智能故障诊断与预示技术的应用进展

雷亚国; 何正嘉

作者信息 +

Advances in applications of hybrid intelligent fault diagnosis and prognosis technique

Lei Ya-guo; He Zheng-jia

Author information +

文章历史 +

摘要

为了对大型复杂关键设备进行有效的状态监测和故障诊断，综合运用多种人工智能技术和现代信号处理方法的混合智能故障诊断与预示技术得到国内外学者的高度重视和广泛研究。在研究大量相关文献的基础上，概括了混合智能故障诊断与预示技术的广义内涵；综述了国内外研究现状；分析指出了当前研究中存在的关键问题；针对目前的研究现状和存在问题，最后讨论了混合智能故障诊断与预示技术的发展趋势

Abstract

In order to perform condition monitoring and fault diagnosis for large-scale and complex and key mechanical equipment effectively, hybrid intelligent fault diagnosis and prognosis technique by synthesizing and utilizing multiple artificial intelligent techniques and advanced signal processing methods, has been given high regard and studied widely by inland and overseas researchers. Based on investigating a good deal of relevant literature, the extensive concept of the hybrid intelligent fault diagnosis and prognosis technique is introduced, the inland and overseas state-of-the art is reviewed in this paper, and the problems existing in present studies are also analyzed and pointed out. Finally, aiming at the state-of-the art and existing problems, the development trends of the hybrid intelligent fault diagnosis and prognosis technique are discussed in the end of the paper.

导出引用

雷亚国;何正嘉. 混合智能故障诊断与预示技术的应用进展[J]. 振动与冲击, 2011, 30(9): 129-135

Lei Ya-guo;He Zheng-jia. Advances in applications of hybrid intelligent fault diagnosis and prognosis technique[J]. Journal of Vibration and Shock, 2011, 30(9): 129-135