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:
Oct. 24, 2023
Filed:
Oct. 28, 2020
Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;
Armagan Uskudar, Basking Ridge, NJ (US);
Premnath Kandhasamy Narayanan, Athlone, IE;
Mahmood Osorio, Rockwall, TX (US);
James O'Meara, Athlone, IE;
Amy De Buitléir, Kilcar, IE;
Eugene Gomes, Plano, TX (US);
Diego Martos, Plano, TX (US);
Donald Stephen Staudte, Huddinge, SE;
TELEFONAKTIEBOLAGET LM ERICSSON (PUBL), Stockholm, SE;
Abstract
A method performed by a node in a communications network for predicting energy usage in the communications network. The method comprises obtaining values of network parameters for a plurality of nodes in the communications network and corresponding energy usage measurements for the plurality of nodes, and obtaining a subset of the network parameters that are correlated with the energy usage measurements. The method then comprises training a first model using a first machine learning process to take as input the values of the subset of network parameters for the nodes in the plurality of nodes, and output a prediction of the corresponding energy usage measurements.