Condition Monitoring of Lithium Polymer Batteries Based on a Sigma-Point Kalman Filter |
Seo, Bo-Hwan
(LG Electronics, Inc.)
Nguyen, Thanh Hai (Dept. of Electrical Engineering, Yeungnam University) Lee, Dong-Choon (Dept. of Electrical Engineering, Yeungnam University) Lee, Kyo-Beum (Dept. of Electrical and Computer Engineering, Ajou University) Kim, Jang-Mok (School of Electrical Engineering, Pusan National University) |
1 | E. Ghahremani and I. Kamwa, "Online state estimation of a synchronous generator using unscented Kalman filter from phasor measurement units," IEEE Trans. Energy Convers., Vol. 26, No. 4, pp. 1099-1108, Dec. 2011. DOI ScienceOn |
2 | D. W. Dennis, V. S. Battaglia, and A. Belanger, "Electrochemical modeling of lithium polymer batteries," Journal of Power Source, Vol. 110, No. 2, pp. 310-320, Aug. 2002. DOI ScienceOn |
3 | D. Rakhmatov, S. Vrudhula, and D. A. Wallach, "A model for battery lifetime analysis for organizing applications on a pocket computer," IEEE Trans. Very Large Scale Integr. (VLSI) Syst., Vol. 11, No. 6, pp. 1019-1030, Dec. 2003. DOI ScienceOn |
4 | B. Schweighofer, K. M. Raab, and G. Brasseur, "Modeling of high power automotive batteries by the use of an automated test system," IEEE Trans. Instrum. Meas., Vol. 52, No. 4, pp. 1087-1091, Aug. 2003. DOI ScienceOn |
5 | L. Gao, S. Liu, and R. A. Dougal, "Dynamic lithium-ion battery model for system simulation," IEEE Trans. Compon. Packag. Technol., Vol. 25, No. 3, pp. 495-505, Sep. 2002. DOI ScienceOn |
6 | S. Buller, M. Thele, R. W. D. Doncker, and E. Karden, "Impedance-based simulation models of supercapacitors and li-ion batteries for power electronic applications," IEEE Trans. Ind. Applicat., Vol. 41, No. 3, May 2005. |
7 | L. Benini, G. Castelli, A. Macii, E. Macii, M. Poncino, and R. Scarsi, "Discrete-time battery models for system-level low-power design," IEEE Trans. Very Large Scale Integr. (VLSI) Syst., Vol. 9, No. 5, Oct. 2001. |
8 | M. Chen, and G. A. Rincon-Mora, "Accurate electrical battery model capable of predicting runtime and I-V performance," IEEE Trans. Energy Convers., Vol. 21, No. 2, pp. 504-511, Jun. 2006. DOI ScienceOn |
9 | G. L. Plett, "Sigma-point Kalman filtering for battery management systems of LiPB-based HEV battery packs Part 2: Simultaneous state and parameter estimation," Journal of Power Sources, Vol. 161, No. 2, pp. 1369-1384, Oct. 2006. DOI ScienceOn |
10 | L. Wang, L. Wang, C. Liao, and J. Liu, "Sigma-point Kalman filter application on estimating battery SOC," in Proc. IEEE VPPC, pp. 1592-1595, Sep. 2009. |
11 | N. A. Windarko and J. Choi, "SOC estimation based on OCV for NiMH batteries using an improved takacs model," Journal of Power Electronics, Vol. 10, No. 2, pp. 181-186, Mar. 2010. DOI ScienceOn |
12 | J.-H. Lee and W. Choi, "Novel state-of-charge estimation method for lithium polymer batteries using electrochemical impedance spectroscopy," Journal of Power Electronics, Vol. 11, No. 2, pp. 237-243, Mar. 2011. DOI ScienceOn |
13 | B. S. Bhangu, P. Bentley, D. A. Stone, and C. M. Bingham, "Nonlinear observers for predicting state-of-charge and state-of-health of lead-acid batteries for hybrid electric vehicles," IEEE Trans. Veh. Technol., Vol. 54, No. 3, pp. 783-794, May 2005. DOI ScienceOn |
14 | M. Coleman, C. K. Lee, and W. G. Hurley, "State of health determination: two pulse load test for a VRLA battery," in Proc. IEEE PESC, pp. 1-6, Jun. 2006. |
15 | D. Feder, T. Croda, K. Champlin, and M. Hlavac, "Field and laboratory studies to assess the state of health of valve-regulated lead acid batteries. Conductance/capacity correlation studies," in Proc. IEEE INTELEC, pp. 218-233, Oct. 1992. |
16 | M. Kniveton and A. I. Harrison, "Impedance/conductance measurements as an aid to determining replacement strategies," in Proc. IEEE INTELEC, pp. 297-301, Oct. 1988. |
17 | E. Sanchez-Sinencio, J. Ramirez-Angulo, B. Linares-Barranco, and A. Rodriguez-Vazquez, "Operational transconductance amplifier-based nonlinear function syntheses," IEEE J. Solid-State Circuits, Vol. 24, No. 6, pp. 1576-1586, Dec. 1989. DOI ScienceOn |
18 | I.-S. Kim, "A technique for estimating the state of health of lithium batteries through a dual-sliding-mode observer," IEEE Trans. Power Electron., Vol. 25, No. 4, pp. 1013- 1022, Apr. 2010. DOI ScienceOn |
19 | C. R. Gould, C. M. Bingham, D. A. Stone, and P. Bentley, "New battery model and state-of-health determination through subspace parameter estimation and state-observer techniques," IEEE Trans. Veh. Technol., Vol. 58, No. 8, pp. 3905-3916, Oct. 2009. DOI ScienceOn |
20 | D. Haifeng, W. Xuezhe, and S. Zechang, "A new SOH prediction concept for the power lithium-ion battery used on HEVs," in Proc. IEEE VPPC, pp. 1649-1653, Sep. 2009. |
21 | H. Qian, J. Zhang, J. S. Lai, and W. Yu, "A high-efficiency grid-tie battery energy storage system," IEEE Trans. Power Electron., Vol. 26, No. 3, pp.886-896, Mar. 2011. DOI ScienceOn |
22 | I. Aharon and A. Kuperman, "Topological overview of powertrains for battery-powered vehicles with range extenders," IEEE Trans. Power Electron., Vol. 26, No. 3 Mar. 2011. |
23 | S. Piller, M. Perrin, and A. Jossen, "Methods for state-of-charge determination and their applications," Journal of Power Sources, Vol. 96, No. 1, pp. 113-120, Jun. 2001. DOI ScienceOn |
24 | K.-H. Park, C.-H. Kim, H.-K. Cho, and J.-K. Seo, "Design considerations of a lithium ion battery management system (BMS) for the STSAT-3 satellite," Journal of Power Electronics, Vol. 10, No. 2, Mar. 2010. |
25 | K. S. Ng, Y. F. Huang, C. S. Moo and Y. C. Hsieh, "An enhanced coulomb counting method for estimating state-of-charge and state-of-health of lead-acid batteries," in Proc. IEEE INTELEC, pp. 1-5, Oct. 2009. |