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OALib Journal期刊
ISSN: 2333-9721
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Fault Diagnosis of Inertial Apparatus Based on Improved BP Algorithm
基于改进BP 算法的惯性仪器故障诊断

Keywords: inertial apparatus,two-step clustering,K-means clustering,anomaly,BP Neural network
惯性仪器
,两步聚类,k-means聚类,孤立点检测,BP神经网络

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Abstract:

In order to tap the information and knowledge hidden behind the inertial apparatus test data,applying data mining technology and taking Clementine12.0 as platform to establish model and realize the fault diagnosis of inertial instruments.Proposing BP algorithm based on two-stage clustering and its improving,compared with traditional BP algorithm,the prediction accuracy and universal capacity have been improved.

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