发明名称 |
VIBRATION SIGNATURES FOR PROGNOSTICS AND HEALTH MONITORING OF MACHINERY |
摘要 |
A system and method for providing health indication of a mechanical system, includes receiving signals indicative of vibration data of the mechanical system; pre-training features in the signals with a model; determining information related to vibration signatures in the signals; associating the vibration signatures with historical vibration data of the mechanical system; and building a multi-layer Deep Neural Network (DNN) from the vibration signatures and the historical vibration data. |
申请公布号 |
WO2016053748(A1) |
申请公布日期 |
2016.04.07 |
申请号 |
WO2015US51936 |
申请日期 |
2015.09.24 |
申请人 |
SIKORSKY AIRCRAFT CORPORATION |
发明人 |
GIERING, MICHAEL J.;SHASHANKA, MADHUSUDANA |
分类号 |
G06N3/08;G01H17/00;G06N3/04 |
主分类号 |
G06N3/08 |
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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