文章摘要信息 关键词 ： 滚动轴承 最小二乘支持向量机 半监督学习 故障诊断 [gap=922]Keywords : rolling bearing;LS_[KG-2mm]SVM;semi-supervised learning;fault identification
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active fault identification 活断层鉴定
fault identification isolation 故障分离
fault identification algorithm 故障识别算法
FIM Fault Identification Manual 故障识别手册
fault identification and processing 故障识别及处理
Fault and Identification 故障和鉴定
fault line identification 故障选线
fault mode identification 故障模式识别
This method can largely reduces the input number and training time, simplifies the construction and improves the ability of fault identification for neural networks.
应用小波多分辨分析从电路的瞬态响应中提取故障电路和无故障电路的特征，作为神经网络的输入，对故障类别进行辨识，该方法减少了神经网络的输入数目，简化了结构和减少了训练时间，提高了故障辨识能力。
参考来源 - 基于Volterra级数和神经网络的非线性电路故障诊断研究To support vector machine as classifier, the fault identification .
以支持向量机作为分类器,实现故障识别。
参考来源 - 基于小波能熵和支持向量机的故障诊断方法及其应用研究In the paper, we explicitly propose the problem of fault identification in the Internet inter-domain routing system for the first time, and develop a systematic and sophisticate algorithm to identify the BGP faults in the Internet inter-domain routing system.
本文首次明确地提出了Internet域间路由系统的故障检测问题,并提出了一套较为系统精确的Internet域间路由系统的故障检测方法。
参考来源 - Internet域间路由系统的故障检测技术In order to solve the fault identification problem of hybrid systems, a fuzzy sets and fuzzy entropy integrated approach to identifing the faults in hybrid systems is proposed.
为了解决混杂系统中故障辨识等研究相对薄弱的问题,采用将模糊集和模糊熵理论相结合的方法,提出了一种新的混杂系统故障辨识技术。
参考来源 - 混杂系统的半定性故障诊断方法研究·2,447,543篇论文数据，部分数据来源于NoteExpress
The event of the computer has led to significant improvements and the creation of new tools which can aid rapid fault identification.
计算机对此带来了巨大的进步，创造了新的方法，有助于快速辨认故障。
The processing results of synthetic data and real data show that this method is able to suppress noise and feasible in fault identification.
理论模型和实际资料的处理结果表明，该方法具有较强的抗噪能力，对断层检测识别具有一定的可行性。
There must be an automatic fault interpretation system according to the automatic fault identification and diagnosis methods that based on the SDG method.
针对这种基于SDG方法的自动故障危险识别与诊断方法，必须提供相应的自动故障解释行为。
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