Intelligent Aging Estimation Method for Lead-Acid Battery

被引：8
|
作者：
Sun, Yu-Hua [1 ]
Jou, Hurng-Liahng [1 ]
Wu, Jinn-Chang [2 ]
机构：
[1] Natl Kaohsiung Univ Appl Sci, Dept Elect Engn, 415 Jiangong Rd, Kaohsiung 80778, Taiwan
[2] Natl Kaohsiung Marine Univ, Dept Microelect Engn, Kaohsiung, Taiwan
来源：
ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 1, PROCEEDINGS | 2008年
关键词：
lead-acid battery; discharge; Sample Entropy;
D O I：
10.1109/ISDA.2008.17
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, an intelligent aging estimation method based on Sample Entropy (SampEn) is proposed for the lead-acid batteries serially connected in a string. This method can prevent the potential battery failure and guarantee the battery availability. Since SampEn can quantify the regularity of a data sequence, it can serve as an indicator for the aging or degradation of the lead-acid battery. The salient feature of the proposed method is that aging of the individual battery is estimated automatically at the end of each discharge cycle by only measuring individual battery voltage in a string of batteries, so that no complicated measurement is required To verify the proposed SampEn based aging estimation method, aging experiments for lead-acid batteries are developed. The experimental results show that the proposed intelligent aging estimation method provides the expected results.
引用
收藏
页码：251 / +
页数：3
相关论文
共 50 条
  • [1] Aging Estimation Method for Lead-Acid Battery
    Sun, Yu-Hua
    Jou, Hurng-Liahng
    Wu, Jinn-Chang
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2011, 26 (01) : 264 - 271
  • [2] The System for the Intelligent Remote Control of the Lead-acid Battery
    Tong Xufeng
    Bao Aruhan
    Yang Lei
    [J]. RESEARCH IN MATERIALS AND MANUFACTURING TECHNOLOGIES, PTS 1-3, 2014, 835-836 : 1172 - 1176
  • [3] Design of Lead-acid Battery Intelligent Charging System
    Gong Yulin
    Li Hongzuo
    Li Mingqiu
    Zhan Weida
    [J]. MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II, 2014, 651-653 : 1068 - 1073
  • [4] Study on charging method for lead-acid battery
    Jia, Y.J.
    Wang, L.D.
    Wang, W.B.
    [J]. Dianyuan Jishu/Chinese Journal of Power Sources, 2001, 25 (01):
  • [5] Diagnosis Method for the Degradation of Lead-Acid Battery
    Sun, Yu-Hua
    Jou, Hurng-Liahng
    Wu, Jinn-Chang
    [J]. ISIE: 2009 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, 2009, : 1380 - +
  • [6] A model for the estimation of the state of charge of a lead-acid battery
    Nita, I
    Mandalopol, D
    Iulian, O
    [J]. REVISTA DE CHIMIE, 2004, 55 (12): : 962 - 965
  • [7] On-line Estimation of SOH for Lead-Acid Battery
    Tanaami, Atsushi
    Morimoto, Masayuki
    [J]. 2009 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS, VOLS 1 AND 2, 2009, : 834 - 837
  • [8] Battery autonomy estimation method applied to lead-acid batteries in uninterruptible power supplies
    Bolsi, Pedro C.
    Prado, Edemar O.
    Lima, Antonio Cezar C.
    Sartori, Hamiltom C.
    Pinheiro, Jose Renes
    [J]. JOURNAL OF ENERGY STORAGE, 2023, 58
  • [9] Study on stable estimation method for lead-acid battery SOC by extended kalman filter
    Piao, Changhao
    Liu, Mingliang
    Su, Ling
    Li, Zuncheng
    Cho, Chongdu
    Lu, Sheng
    [J]. International Journal of Control and Automation, 2014, 7 (04): : 429 - 438
  • [10] Multilevel Peukert Equations Based Residual Capacity Estimation Method for Lead-Acid Battery
    Sun, Yu-Hua
    Jou, Hurng-Liahng
    Wu, Jinn-Chang
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY TECHNOLOGIES (ICSET), VOLS 1 AND 2, 2008, : 101 - +
12345