Invention Application
- Patent Title: DEEP LONG SHORT TERM MEMORY NETWORK FOR ESTIMATION OF REMAINING USEFUL LIFE OF THE COMPONENTS
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Application No.: US16074495Application Date: 2016-10-11
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Publication No.: US20190057307A1Publication Date: 2019-02-21
- Inventor: Shuai ZHENG , Kosta RISTOVSKI , Chetan GUPTA , Ahmed FARAHAT
- Applicant: Hitachi, Ltd.
- International Application: PCT/US2016/056459 WO 20161011
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/04
Abstract:
Example implementations described herein are directed to systems and methods for estimating the remaining useful life of a component or equipment through the application of models for deriving functions that can express the remaining useful life over time. In an aspect, the failure acceleration time point is determined for a given type of component, and a function is derived based on the application of models on the failure acceleration time point.
Public/Granted literature
- US11288577B2 Deep long short term memory network for estimation of remaining useful life of the components Public/Granted day:2022-03-29
Information query
