发明名称 |
Systems and methods for selecting training data and generating fault models for use in use sensor-based monitoring |
摘要 |
A system for generating a sensor model for use in sensor-based monitoring is provided. The system includes a segmenting module for segmenting a collection of sensor vectors into a plurality of bins comprising distinct sensor vectors. The system also includes a set-generating module for generating a set of statistically significant sensor vectors for each bin. The system further includes a consistency determination module for generating at least one consistent set of sensor vectors from the sets of statistically significant sensor vectors. Additionally, the system includes a model-generating module for generating a sensor model based upon the at least one consistent set.
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申请公布号 |
US7035763(B2) |
申请公布日期 |
2006.04.25 |
申请号 |
US20040932577 |
申请日期 |
2004.09.02 |
申请人 |
SIEMENS WESTINGHOUSE POWER CORPORATION |
发明人 |
YUAN CHAO;NEUBAUER CLAUS;BRUMMEL HANS-GERD;FANG MING;CATALTEPE ZEHRA |
分类号 |
G06F15/00;G05B9/02;G05B23/02;G06F17/18;G06F19/00 |
主分类号 |
G06F15/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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