On-line detection system of state-of-charge in lead acid battery using multiple detectors

被引：0

作者：

Morita, Yoshifumi ^{[1
]}

Yamamoto, Sou ^{[1
]}

Kakogawa, Satoshi ^{[1
]}

Mizuno, Naoki ^{[1
]}

机构：

[1] Nagoya Inst Technol, Dept Comp Sci & Engn, Nagoya, Aichi 4668555, Japan

来源：

IECON 2007: 33RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, CONFERENCE PROCEEDINGS | 2007年

关键词：

D O I：

10.1109/IECON.2007.4460291

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

To realize a stable supply of electric power in an automobile, an accurate and reliable detection method of SOC (state-of-charge) in a lead acid battery is required. However the dynamics of the battery is very complicated. The characteristics of the battery greatly change due to its degradation. Moreover a automobile has many driving patterns, which are unknown beforehand. Thus it is not easy to detect the SOC analytically. In this paper, to overcome this problem, a new on-line SOC detection method using both neural network, online identification and multiple detectors is proposed. In order to increase the detection accuracy of degraded batteries, a detector is changed on-line in correspondence with a voltage-current characteristic of a battery. The detection accuracies for different sized batteries and various degradation states are investigated.

引用

页码：2493 / 2498

页数：6

共 50 条

[31] A novel on-line state-of-charge estimation algorithm for valve regulated lead-acid batteries used in hybrid electric vehicles
Coroban, V.
Boldea, I.
Blaabjerg, F.
INTERNATIONAL AEGEAN CONFERENCE ON ELECTRICAL MACHINES AND POWER ELECTRONICS & ELECTROMOTION, PROCEEDINGS, 2007, : 39 - 46
[32] Battery state-of-charge estimator using the SVM technique
Alvarez Anton, J. C.
Garcia Nieto, P. J.
de Cos Juez, F. J.
Sanchez Lasheras, F.
Gonzalez Vega, M.
Roqueni Gutierrez, M. N.
APPLIED MATHEMATICAL MODELLING, 2013, 37 (09) : 6244 - 6253
[33] Battery State-of-Charge Estimator Using the MARS Technique
Alvarez Anton, Juan Carlos
Garcia Nieto, Paulino Jose
de Cos Juez, Francisco Javier
Sanchez Lasheras, Fernando
Blanco Viejo, Cecilio
Roqueni Gutierrez, Nieves
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2013, 28 (08) : 3798 - 3805
[34] Estimation of state-of-charge of lead-acid batteries using electrochemistry theorem
Huang, RW
JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2006, 49 (01) : 265 - 271
[35] MODEL-BASED STATE-OF-CHARGE ESTIMATION FOR A VALVE-REGULATED LEAD-ACID BATTERY
Shen, Zheng
Rahn, Christopher D.
PROCEEDINGS OF THE ASME 5TH ANNUAL DYNAMIC SYSTEMS AND CONTROL DIVISION CONFERENCE AND JSME 11TH MOTION AND VIBRATION CONFERENCE, DSCC 2012, VOL 1, 2013, : 279 - +
[36] Model-based state-of-charge estimation for a valve-regulated lead-acid battery
Shen, Zheng
Rahn, Christopher D.
ASME 2012 5th Annual Dynamic Systems and Control Conference Joint with the JSME 2012 11th Motion and Vibration Conference, DSCC 2012-MOVIC 2012, 2012, 1 : 279 - 286
[37] Fractional system identification for lead acid battery state of charge estimation
Sabatier, Jocelyn
Aoun, Mohamed
Oustaloup, Alain
Gregoire, Gilles
Ragot, Franck
Roy, Patrick
SIGNAL PROCESSING, 2006, 86 (10) : 2645 - 2657
[38] Integrated System Identification and State-of-Charge Estimation of Battery Systems
Liu, Lezhang
Wang, Le Yi
Chen, Ziqiang
Wang, Caisheng
Lin, Feng
Wang, Hongbin
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2013, 28 (01) : 12 - 23
[39] CAPACITY EFFECTS ON THE DETERMINATION OF THE STATE-OF-CHARGE IN LEAD ACID CELLS
ARMENTADEU, C
RENEWABLE ENERGY, 1994, 4 (02) : 249 - 256
[40] Integrated System Identification and State-of-Charge Estimation of Battery Systems
Liu, L.
Wang, Le Yi
Chen, Ziqiang
Wang, Caisheng
Lin, Feng
Wang, Hongbin
2013 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PES), 2013,

← 1 2 3 4 5 →