Patent №
US 11,288,757
Granted
2022-03-29
Filed 2019
Owner
GREEN POWER LABS INC.
Lab
—
AI components
4
ml · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16618279
A method for generating an AI-based building energy model for a client building, comprising: generating an energy profile database by: defining a set of building parameters; generating energy profiles by simulating a set of physical building models; and, populating the energy profile database with the energy profiles; determining an energy profile for the client building by: splitting the energy profile database into groups and clustering each group into a set of clusters; selecting a cluster; and, selecting the energy profile in the cluster that is a closest match to that of the client building; selecting a physical building model from a building model database that corresponds to the energy profile; calibrating the physical building model to generate an adjusted building model; and, generating a set of training datasets from the adjusted building model and inputting the set of training datasets into an AI module to generate the AI-based model.
AI classification
Ownership
GREEN POWER LABS INC.
assignment · 518990083
Assignors
LINGRAS, PAWAN, PAVLOVSKI, ALEXANDRE, PAVLOVSKI, ILIA, CALDWELL, AARON, HILLIARD, TRENT, QIN, ZHENG
On an employer assignment, the assignors are typically the inventors.