Browse > Article
http://dx.doi.org/10.4313/TEEM.2017.18.3.136

Review on State of Charge Estimation Methods for Li-Ion Batteries  

Zhang, Xiaoqiang (North China University of Technology)
Zhang, Weiping (North China University of Technology)
Li, Hongyu (North China University of Technology)
Zhang, Mao (Beijng Institute of Technology)
Publication Information
Transactions on Electrical and Electronic Materials / v.18, no.3, 2017 , pp. 136-140 More about this Journal
Abstract
The state of charge (SOC) is an important parameter in a battery-management system (BMS), and is very significant for accurately estimating the SOC of a battery. Li-ion batteries boast of excellent performance, and can only remain at their best working state by means of accurate SOC estimation that gives full play to their performances and raises their economic benefits. This paper summarizes some measures taken in SOC estimation, including the discharge experiment method, the ampere-hour integral method, the open circuit voltage method, the Kalman filter method, the neural network method, and electrochemical impedance spectroscopy (EIS. The principles of the various SOC estimation methods are introduced, and their advantages and disadvantages, as well as the working conditions adopted during these methods, are discussed and analyzed.
Keywords
Li-ion battery; State of charge; Principle;
Citations & Related Records
연도 인용수 순위
  • Reference
1 T. A. Chen, C. L. Wei, and B. D. Liu, Proc. 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2016 (Orlando, USA, 2016) p. 1910. [DOI: https://doi.org/10.1109/EMBC.2016.7591095]
2 R. Koch, C. Riebel, and A. Jossen, IProc. EEE International Telecommunications Energy Conference 2015 (Osaka, Japan, 2015) p. 1. [Doi: 10.1109/INTLEC.2015.7572384]
3 A. Cuadras and O. Kanoun, Proc. Systems, International Multi-Conference on Systems, Signals & Devices 2009 (Djerba, Tunision, 2009) p. 1. [DOI: https://doi.org/10.1109/SSD.2009.4956761]
4 A. Densmore and M. Hanif, Proc. IEEE 2nd International Future Energy Electronics Conference 2015 (Taipei, China 2015) p. 1. [DOI: https://doi.org/10.1109/IFEEC.2015.7361603]
5 H. Rathmann, C. Weber, W. Benecke, J. Eichholz, and D. Kaehler, Proc. 40th Annual Conference of the IEEE Industrial Electronics Society (Dallas, USA, 2014) p. 2192. [DOI: https://doi.org/10.1109/IECON.2014.7048806]
6 P. C. Wu, W. C. Hsu, and J. F. Chen, Proc. IEEE 1st International Future Energy Electronics Conference 2013 (Tainan, China, 2013) p. 897. [DOI: https://doi.org/10.1109/IFEEC.2013.6687629]
7 J. P. Christophersen, J. L. Morrison, and W. H. Morrison, Proc. IEEE Aerospace Conference 2013 (Montana, USA, 2013) p. 1. [DOI: https://doi.org/10.1109/AERO.2013.6497386]
8 A. Zenati, P. Desprez, and H. Razik, Proc. 36th Annual Conference on IEEE Industrial Electronics Society 2010 (Glendale, USA, 2010) p. 1773. [DOI: https://doi.org/10.1109/IECON.2010.5675408]
9 N. Swal and V. Shrivastava, Proc. 3rd International Conference on Computing for Sustainable Global Developmen 2016 (New Delhi, India, 2016). p. 2279.
10 R. Relan, Y. Firouz, J. M. Timmermans, and Schoukens, IEEE Transactions on Control Systems Technology, l, 99 (2016). [DOI: https://doi.org/10.1109/TCST.2016.2616380]
11 E. Prada, D. Di Domenico, Y. Creff, and V. S. Moynot, Proc. Vehicle Symposium and Exhibition (EVS27), (Barcelona, Spain, 2013). [DOI: https://doi.org/10.1109/EVS.2013.6914790]
12 S. N. Motapon, A. L. Bedard, L. A. Dessaint,H. F. Blanchette, and K. A. Haddad, IEEE Trans. Ind. Electron., 2, 99 (2016). [DOI: https://doi.org/10.1109/TIE.2016.2618363]
13 S. Castano, D. S. Jimenez, and J. Sanz, Proc. IEEE 16th International Conference on Environment and Electrical Engineering 2016 (Florence, Italy, 2016). [DOI: https://doi.org/10.1109/EEEIC.2016.7555760]
14 H. Rathmann, C. Weber, W. Benecke, J. Eichholz, and D. Kaehler, Proc. IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society (Dallas, USA, 2014). [DOI: https://doi.org/10.1109/IECON.2014.7048806]
15 R. Xiong, H. He, and Y. Ding, Power Electronics, 45, 42011.
16 W. Jian, X. Jiang, J. Zhang, Z. Xiang, and Y. Jian, Proc. Computer Modelling and Simulation 2012 (Cambridge, UK, 2012). [DOI: https://doi.org/10.1109/UKSim.2012.69]
17 D. O. Feder and M. J. Hlavac, Proc. 16th International Telecommunications Energy Conference 1994 (Vancouver, Canada, 1994). [DOI: https://doi.org/10.1109/INTLEC.1994.396621]
18 L. Shang, S. Wang, and Zhanfeng, Journal of Power Supply, 1, 51 (2014). [DOI: https://doi.org/10.13234/J.issn. 2095-2850.2014.1.61]
19 V. Pop, H. J. Bergveld, and P.H.L. Notten, Measurement Science and Technology, 16, 12 (2005).
20 D. Doerffel and S. A. Sharkh, Journal Power Sources, 155, 2 (2006). [DOI: https://doi.org/10.1016/j.jpowsour.2005.04.030]
21 J. H. Aylor, A. Thieme, and B. W. Johnso, IEEE Transactions on Industrial Electronics, 39, 5 (1992). [DOI: https://doi.org/10.1109/41.161471]
22 H. Miyamoto, M. Morimoto, and K. Morita, Proc. 7th International Conference on Power Electronics and Drive Systems 2007 (Bangkok, Thailand, 2007) p. 1624. [DOI: https://doi.org/10.1109/PEDS.2007.4487927]
23 J. Chiasson and B. Vairamohan, IEEE Transactions on Control Systems Technology, 13, 3 (2005). [DOI: https://doi.org/10.1109/TCST.2004.839571]   DOI
24 H. Rahimi-Eichi and M. Y. Chow, Proc. IEEE Industrial Electronics Society (Montreal, Canada, 2012) p. 4012. [DOI: https://doi.org/10.1109/IECON.2012.6389248]
25 L. Wang, L. Wang, and C. Liao, Proc. Asia-Pacific Power and Energy Engineering Conference 2010 (Chengdu, China, 2010) p. 1. [DOI: https://doi.org/10.1109/APPEEC.2010.5448581]
26 M. Paschero, G. L. Storti, A. Rizzi, F.M.F. Mascioli, and G. Rizzoni, IEEE Transactions on Sustainable Energy, 7, 4 (2016). [DOI: https://doi.org/10.1109/TSTE.2016.2574755]   DOI
27 S. Gang, Z. Wei, H. Zhonghua, and L. Shanshan, Proc. Electronic and Automation Control Conference 2016 (Chongqing, China, 2016) p. 151. [DOI: https://doi.org/10.1109/ITNEC.2016.7560338]
28 L. Lin, M. Fukui, and K. Takaba, Proc. 15th International Symposium on Communications and Information Technologies 2015 (Nara, Japan, 2015) p. 33. [DOI: https://doi.org/10.1109/ISCIT.2015.7458300]
29 D. Pavkovic, A. Komljenovic, M. Hrgetic, J. Petric, and V. Smetko, Proc. International Conference on Computer as a Tool 2015 (Salamanca, Spain, 2015) p. 1. [DOI: https://doi.org/10.1109/EUROCON.2015.7313709]
30 L. Bo, Y. Xueqing, and Z. Lin, Proc. Cyber Technology in Automation, Control, and Intelligent Systems 2015 (Shenyang, China, 2015) p. 1584. [DOI: https://doi.org/10.1109/CYBER.2015.7288182]
31 C. Dong and G. Wang, Proc. 2014 IEEE International Conference on Mechatronics and Automation 2014 (Tianjin, China, 2014) p. 2022. [DOI: https://doi.org/10.1109/ICMA.2014.6886014]
32 L. Lin, N. Kawarabayashi, M. Fukui, S. Tsukiyama, and I. Shirakawa, Proc. IEEE Vehicle Power and Propulsion Conference 2014 (Coimbra, Portuguese, 2014) p. 1. [DOI: https://doi.org/10.1109/VPPC.2014.7007006]
33 D. Xu, X. Huo, X. Bao, C. Yang, H. Chen, and B. Cao, Proc. IEEE International Conference on Mechatronics and Automation 2013 (Takamatsu, Japan, 2013) p. 1497. [DOI: https://doi.org/10.1109/ICMA.2013.6618135]
34 G. L. Plett, Journal of Power Sources, 134, 2 (2004). [DOI: https://doi.org/10.1016/j.jpowsour.2004.02.032]
35 Z. Wang and D. Yang, Proc. 6th International Conference on Power Electronics Systems and Applications 2015 (Hong Kong, China, 2015) p. 1. [DOI: https://doi.org/10.1109/PESA.2015.7398906]
36 C. Li, Z. Chen, J. Cui, Y. Wang, and F. Zou, Proc. Prognostics and System Health Management Conference 2014 (Zhangjiaijie, China, 2014) p. 336. [DOI: https://doi.org/10.1109/PHM.2014.6988190]
37 B. Sun and L. Wang, Proc. Intelligent Systems and Applications 2009 (Wuhan, China, 2009) p. 1. [Doi: 10.1109/IWISA.2009.5073210]
38 H. j. Lee, J. h. Park, and J. Kim, Proc. IEEE Applied Power Electronics Conference and Exposition 2016 (Long Beach, USA, 2016) p. 1690. [DOI: https://doi.org/10.1109/APEC.2016.7468094]
39 X. Yang, F. Jiang, and X. Wu, Proc. Proc. 25th Chinese Control and Decision Conference 2013 (Guiyang, China, 2013) p. 1908. [DOI: https://doi.org/10.1109/CCDC.2013.6561245]
40 S. Khan, S.M.A. Rizvi, and S. Urooj, Proc. 3rd International Conference on Computing for Sustainable Global Development 2016 (New Delhi, India, 2016) p. 156.