METHOD AND SYSTEM FOR GENERATING ELECTRIC LOAD MODELS

Patent №

US 9,639,643

Granted

2017-05-02

Filed 2014

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14297748

A method for generating electric load models that includes receiving a plurality of measurements representative of input provided by a power source to electric loads is provided. The method includes generating a plurality of combination of model loads and assigning a contribution factor to each model load in each combination. The method further includes computing a match index for each combination for each measurement. The match index is computed by comparing a predicted output of each combination with an actual output generated by the electric loads for each input represented by each measurement. Furthermore, the method includes computing a first likelihood index for each combination based on the match index for each combination for the plurality of measurements. The method also includes computing a second likelihood index for each contribution factor in each combination based on the match index for each combination.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06F 30/367G01D 4/002G06Q 10/04G01D 2204/24G06F 2119/06G06Q 50/06Y02B 90/20Y04S 20/30

AI classification

Machine learning1.00
Planning1.00
Knowledge representation0.94
Evolutionary computation0.92
AI hardware0.72
Vision0.02
Natural language0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 330450865

Assignors

PAN, YAN, BOSE, SUMIT, REN, WEI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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