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.
Patent No.:
Date of Patent:
Jan. 03, 2023
Filed:
Dec. 30, 2019
Hitachi, Ltd., Tokyo, JP;
Dipanjan Ghosh, Santa Clara, CA (US);
Ahmed Khairy Farahat, Santa Clara, CA (US);
Chi Zhang, San Jose, CA (US);
Marcos Vieira, San Francisco, CA (US);
Chetan Gupta, San Mateo, CA (US);
HITACHI, LTD., Tokyo, JP;
Abstract
In some examples, a computer system may receive historical repair data and may extract features from the historical repair data for use as training data. The computer system may determine, from the historical repair data, a repair hierarchy including a plurality of repair levels which includes repair actions as one of the repair levels. Furthermore, the computer system may train the machine learning model, which performs multiple tasks for predicting values of individual levels of the repair hierarchy, by tuning parameters of the machine learning model using the training data.