Invention Grant
- Patent Title: Air conditioner control based on prediction from classification model
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Application No.: US16821506Application Date: 2020-03-17
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Publication No.: US11644211B2Publication Date: 2023-05-09
- Inventor: Hiroaki Kingetsu
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Patent Center
- Priority: JP 2019053095 2019.03.20
- Main IPC: F24F11/64
- IPC: F24F11/64 ; G06N5/04 ; G06N20/00 ; F24F11/58 ; G05B13/02 ; F24F110/12 ; F24F110/10

Abstract:
A prediction method implemented by a computer, the method includes: receiving a classification model from a server, the classification model being a model for classifying logs of an electronic device into two or more classes, the server being a computer configured to distribute the classification model; calculating, with respect to different time points, a prediction error by using a predicted value outputted by the classification model and an actual measured value observed at each of the different time points; performing sequential machine learning for the classification model to have the prediction error satisfy a certain condition; and when a cumulative sum with respect to the prediction error of the sequential machine learning is equal to or greater than a threshold, requesting the server apparatus to relearn the classification model.
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