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:
Aug. 27, 2024
Filed:
Mar. 18, 2020
British Telecommunications Public Limited Company, London, GB;
Carla Di Cairano-Gilfedder, London, GB;
BRITISH TELECOMMUNICATIONS public limited company, London, GB;
Abstract
A computer implemented method of scheduling maintenance tasks for a target device, the device having a unique device type, comprising: retrieving, from a sequential transactional database, a series of transactions for each of a plurality of devices having the device type, each transaction corresponding to a change of state of one of the other devices; training a recurrent neural network based on each retrieved series of transactions as a predictor of a subsequent change of state of a device having the device type; retrieving, from a sequential transactional database, a series of transactions for the target device, each transaction corresponding to a change of state of the device; predicting a next maintenance task for the target device based on the series of transactions for the target device applied to the recurrent neural network; scheduling the predicted next maintenance task for the target device.