METHOD AND SYSTEM FOR GENERATING A BUILDING ENERGY MODEL FOR A CLIENT BUILDING

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.

Machine learningKnowledge representationPlanningAI hardwareG06Q 50/163G05B 13/0265G06N 5/02G06Q 10/06G06Q 50/06

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.97
AI hardware0.96
Evolutionary computation0.16
Vision0.12
Natural language0.00
Speech0.00

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.

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