The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 20, 2024

Filed:

May. 26, 2017
Applicant:

Hitachi, Ltd., Tokyo, JP;

Inventors:

Tomoaki Hiruta, Santa Clara, CA (US);

Chetan Gupta, Santa Clara, CA (US);

Ahmed Khairy Farahat, Santa Clara, CA (US);

Kosta Ristovski, Santa Clara, CA (US);

Assignee:

HITACHI, LTD., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/01 (2023.01); G06N 20/00 (2019.01); G06F 11/07 (2006.01); G06Q 10/20 (2023.01); G05B 23/02 (2006.01);
U.S. Cl.
CPC ...
G06N 5/01 (2023.01); G05B 23/0248 (2013.01); G06F 11/0757 (2013.01); G06N 20/00 (2019.01); G06Q 10/20 (2013.01);
Abstract

In some examples, a computer system may receive sensor data and failure data for equipment. The system may determine, for the equipment, a plurality of time between failure (TBF) durations that are longer than other TBF durations for the equipment. The system may determine, from the sensor data corresponding to operation of the equipment during the plurality of TBF durations, a plurality of measured sensor values for the equipment. Additionally, the system may determine a subset of the measured sensor values corresponding to a largest number of the TBF durations of the plurality of TBF durations. The system may further determine at least one operating parameter value for the equipment based on the subset of the measured sensor values. The system may send a control signal for operating the equipment based on the operating parameter value and/or a communication based on the operating parameter value.


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