Apparatus for predicting battery lifetime and method thereof

Patent metadata

Field	Value
Publication number	US-2025085356-A1
Application number	US-202218571717-A
Country	US
Kind code	A1
Filing date	Nov 22, 2022
Priority date	Jun 23, 2022
Publication date	Mar 13, 2025
Grant date	—

Abstract

The present invention relates to an apparatus for predicting battery lifetime that may predict battery time more accurately by removing errors due to a characteristic of recovering temporary capacity happening intermittently from charge/discharge test data of a battery and a method thereof. The apparatus for predicting battery lifetime in accordance with the present invention comprises: a capacity recovery section-determining unit for determining a temporary capacity recovery section by analyzing charge/discharge test data of a battery; a trend analysis unit for creating alternative data based on test data before and after the temporary capacity recovery section determined by the capacity recovery section-determining unit, and analyzing trend of the test data by reflecting the alternative data; and a lifetime predicting unit for predicting lifetime of the battery based on data outputted from the trend analysis unit.

First claim

1 . A battery lifetime predicting apparatus, comprising:
a capacity recovery section-determining unit for determining a temporary capacity recovery section by analyzing charge/discharge test data of a battery; a trend analysis unit for creating alternative data based on test data before and after the temporary capacity recovery section determined by the capacity recovery section-determining unit, and analyzing trend of the test data by reflecting the alternative data; and a lifetime predicting unit for predicting lifetime of the battery based on data outputted from the trend analysis unit.

2 . The apparatus of claim 1 , wherein the capacity recovery section-determining unit determines a section where the charge/discharge test data of the battery is changed by at least a certain value as a capacity recovery section.

3 . The apparatus of claim 2 , wherein the capacity recovery section-determining unit determines, as a temporary capacity recovery section, a section where change of the charge/discharge test data of the battery shows increment by at least 0.2% compared to the previous capacity.

4 . The apparatus of claim 1 , wherein a method of the trend analysis unit creating alternative data based on the test data before and after the temporary capacity recovery section is one of methods of replacing the section with a previous trend line of the temporary capacity recovery section, replacing by applying a particle filter, and pulling and putting together a section after the temporary capacity recovery section except the temporary capacity recovery section.

5 . The apparatus of claim 1 , wherein the method of the trend analysis unit analyzing trend of the test data is one of methods of moving average depending on increase of charge/discharge cycles, moving average on differential data depending on increase of charge/discharge cycles, or moving average on log data depending on increase of charge/discharge cycles.

6 . The apparatus of claim 1 , wherein the lifetime predicting unit predicts the lifetime of the battery based on a semi-empirical aging model.

7 . A method of predicting battery lifetime, comprising steps of:
a capacity recovery section-determining unit determining a temporary capacity recovery section by analyzing charge/discharge test data of a battery; a trend analysis unit creating alternative data based on test data before and after the temporary capacity recovery section, and analyzing trend of the test data by reflecting the alternative data; and a lifetime predicting unit predicting lifetime of the battery based on data outputted from the trend analysis unit.

8 . The method of claim 7 , wherein the capacity recovery section-determining unit determines a section where the charge/discharge test data of the battery is changed by at least a certain value as a capacity recovery section.

9 . The method of claim 8 , wherein the capacity recovery section-determining unit determines a section where change of the charge/discharge test data of the battery shows increment by at least 0.2% compared to the previous capacity as a temporary capacity recovery section.

10 . The method of claim 7 , wherein a method of the trend analysis unit creating alternative data based on the test data before and after the temporary capacity recovery section is one of methods of replacing the section with a previous trend line of the temporary capacity recovery section, replacing by applying a particle filter, and pulling and putting together a section after the temporary capacity recovery section except the temporary capacity recovery section.

Assignees

• Hyosung Heavy Ind Corp

Inventors

• Kim Byoung Choul
• Park Sang Hui
• Jung Sung Chul

Classifications

• G01R31/392 Primary

  Determining battery ageing or deterioration, e.g. state of health · CPC title

• G01R31/36

  Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC] · CPC title

• G01R31/367 Primary

  Software therefor, e.g. for battery testing using modelling or look-up tables · CPC title

• G01R31/382

  Arrangements for monitoring battery or accumulator variables, e.g. SoC · CPC title

• G01R31/374

  with means for correcting the measurement for temperature or ageing · CPC title