PROFESSIONAL DIAGNOSIS METHOD OF BATTERY PERFORMANCE ANALYSIS

Patent №

US 8,306,781

Granted

2012-11-06

Filed 2010

Owner

HANGZHOU GOLD ELECTRONIC EQUIPMENT CO., LTD.

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12596163

The present invention discloses a professional diagnosis method of battery performance analysis, Through the overall evaluation of experiential data library, several parameters about the battery are input into the artificial neural network, outputting capacity prediction and service life prediction of each battery, etc. and giving useful advices for each battery. Therefore the result is much more in conformity with the real condition of the battery. Besides, it designs an adaptive learning function of the abovementioned artificial neural network. This invention effectively avoids the defect of evaluating the VRLA battery performance at single moment, from single perspective and by single method, and it does the real-time monitoring and evaluating for the performance of the battery during VRLA battery working period, which is easy to operate, and avoids checking discharge test to the battery so that it doesn't affect the cycle life of the VRLA battery.

AI classification

Machine learning1.00
AI hardware1.00
Vision1.00
Planning0.62
Knowledge representation0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

HANGZHOU GOLD ELECTRONIC EQUIPMENT CO., LTD.

assignment · 233820444

Assignors

XU, JIANHONG, YUAN, LING, ZHENG, YI

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

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