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:
May. 24, 2022
Filed:
Dec. 26, 2016
Applicant:
Vito NV, Mol, BE;
Inventors:
Bert Claessens, Mol, BE;
Peter Vrancx, Brussels, BE;
Assignee:
VITO NV, Mol, BE;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06Q 50/06 (2012.01); G06N 3/04 (2006.01); G05B 13/02 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0472 (2013.01); G05B 13/027 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06Q 50/06 (2013.01);
Abstract
A deep approximation neural network architecture which extrapolates data over unseen states for demand response applications in order to control distribution systems like product distribution systems of which energy distribution systems, e.g. heat or electrical power distribution, are one example. The method is a model-free control technique mainly in the form of Reinforcement Learning (RL) where a controller learns from interaction with the system to be controlled to control product distributions of which energy distribution systems, e.g. heat or electrical power distribution, are one example.