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:
May. 28, 2024

Filed:

Feb. 10, 2022
Applicant:

Electronics and Telecommunications Research Institute, Daejeon, KR;

Inventors:

Seng Kyoun Jo, Daejeon, KR;

Se Han Kim, Daejeon, KR;

You Jin Kim, Daejeon, KR;

Dae Heon Park, Daejeon, KR;

Hyeon Park, Daejeon, KR;

Jee Sook Eun, Daejeon, KR;

Jae Young Jung, Daejeon, KR;

Won Kyu Choi, Daejeon, KR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06N 3/044 (2023.01); G06N 3/08 (2023.01); G06Q 50/02 (2012.01);
U.S. Cl.
CPC ...
G06F 11/0757 (2013.01); G06F 11/0736 (2013.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01); G06Q 50/02 (2013.01);
Abstract

Provided is an apparatus and method for predicting the remaining lifetime of an environment data collection sensor in a livestock house. The method for predicting the remaining lifetime of an environment data collection sensor in a livestock house includes (a) collecting livestock house environment information, (b) detecting an error of a sensor from the collected livestock house environment information, (c) generating a dataset for learning, (d) generating a sensor lifetime prediction model to performing learning, and (e) predicting a lifetime of the sensor using a result of the learning.


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