Broadband identification of battery electrical impedance for HEVs

IEEE Transactions on Vehicular Technology

Volumn 62, Issue 7, 2013, Pages 2896-2905

  Al Nazer, R ^a   Cattin, V ^a   Granjon, P ^b   Montaru, Maxime ^c   Ranieri, M ^c  

^a MINATEC Campus   (France)

^b GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

^c Nanomaterials Alternative Energies and Atomic Energy Commission   (France)

Author keywords

Battery impedance; broadband signals; confidence limits; identification; Li ion battery; spectral coherence; spectroscopy

Indexed keywords

ELECTRIC IMPEDANCE; ELECTRIC IMPEDANCE MEASUREMENT; ELECTROCHEMICAL IMPEDANCE SPECTROSCOPY; FIBER OPTIC SENSORS; FREQUENCY BANDS; IDENTIFICATION (CONTROL SYSTEMS); LITHIUM; SIGNAL PROCESSING; SPECTROSCOPY;

BATTERY IMPEDANCE; BROADBAND SIGNAL; CONFIDENCE LIMIT; LI-ION BATTERIES; SPECTRAL COHERENCE;

LITHIUM BATTERIES;

EID: 84884388827     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2013.2254140     Document Type: Article

References (53)

1. M.Wakihara and O. Yamamoto, Lithium Ion Batteries: Fundamentals and Performance. New York, NY, USA: Wiley-VCH, 1998.
2. K. Matsuki and K. Ozawa, "General concepts," in Lithium Ion Rechargeable Batteries: Materials, Technology, and New Applications, K. Ozawa, Ed. Weinheim, Germany: Wiley-VCH VerlagGmbH & Co. KGaA, 2010, ch. 1.
3. A Davide, Battery Management Systems for Large Lithium-Ion Battery Packs. Boston, MA, USA: Artech House, 2010.
4. M. Doyle, T. F. Fuller, and J. Newman, "Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell," J. Electrochem. Soc., vol. 140, no. 6, pp. 1526-1533, Jan. 1993. (Pubitemid 23699387)
5. T. F. Fuller, M. Doyle, and J. Newman, "Simulation and optimization of the dual lithium ion insertion cell," J. Electrochem. Soc., vol. 141, no. 1, pp. 1-10, Oct. 1994.
6. T. F. Fuller,M. Doyle, and J. Newman, "Relaxation phenomena in lithiumion-insertion cells," J. Electrochem. Soc., vol. 141, no. 4, pp. 982-990, Jan. 1994.
7. D. Rakhmatov and S. Vrudhula, "An analytical high-level battery model for use in energy management of portable electronic systems," in Proc. ICCAD, 2001, pp. 488-493. (Pubitemid 33149004)
8. C. Chiasserini and R. Rao, "Pulsed battery discharge in communication devices," in Proc. 5th Int. Conf. Mobile Comput. Netw., 1999, pp. 88-95.
9. C. Chiasserini and R. Rao, "A model for battery pulsed discharge with recovery effect," in Proc. Wireless Commun. Netw. Conf., 1999, pp. 636-639.
10. C. Chiasserini and R. Rao, "Improving battery performance by using traffic shaping techniques," IEEE J. Sel. Areas Commun., vol. 19, no. 7, pp. 1385-1394, Jul. 2001. (Pubitemid 32690494)
11. C. Chiasserini and R. Rao, "Energy efficient battery management," IEEE J. Sel. Areas Commun., vol. 19, no. 7, pp. 1235-1245, Jul. 2001. (Pubitemid 32690481)
12. M. Montaru and S. Pelissier, "Frequency and temporal identification of a Li-ion Polymer battery model using fractional impedance," in Proc. Les rencontres scientifiques de l'IFP-Advances Hybrid Powertrains, 2008, pp. 1-17.
13. R. S Robinson, "System noise as a signal source for impedance measurements on batteries connected to operating equipment," J. Power Sources, vol. 42, no. 3, pp. 381-388, Feb. 1993.
14. J. D Kozlowski, "Electrochemical cell prognostics using online impedance measurements and model-based data fusion techniques," in Proc. IEEE Aerosp. Conf., 2003, pp. 3257-3270.
15. J. Christophersen, D. Glenn, C. Motloch, R. Wright, C. Ho, and V. Battaglia, "Electrochemical impedance spectroscopy testing on the advanced technology development program lithium ion cells," in Proc. IEEE 56th Trans. Veh. Technol. Conf., 2002, pp. 1851-1855. (Pubitemid 35437647)
16. S. A. Ilangovan and S. Sathyanarayana, "Impedance parameters of individual electrodes and internal resistance of sealed batteries by non destructive technique," J. Appl. Electrochem., vol. 22, no. 5, pp. 456-463, May 1992.
17. S. R Nelatury and P. Singh, "Extracting equivalent electric circuit parameters of lead acid cells from sparse impedance measurements," J. Power Sources, vol. 112, no. 2, pp. 621-625, Nov. 2002.
18. D. V. Do, C. Forgez, K. El Kadri Benkara, and G. Friedrich, "Impedance observer for a Li-ion battery using Kalman filter," IEEE Trans. Veh. Technol., vol. 58, no. 8, pp. 3930-3937, Oct. 2009.
19. N. Watrin, R. Roche, H. Ostermann, B. Blunier, and A. Miraoui, "Multiphysical lithium-based battery model for use in state-of-charge determination," IEEE Trans. Veh. Technol., vol. 61, no. 8, pp. 3420-3429, Oct. 2012.
20. G. L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs, Part 1. Background," J. Power Sources, vol. 134, no. 2, pp. 252-261, Aug. 2004. [Online]. Available: http://mocha-java.uccs.edu/dossier/RESEARCH/2004jps1-.pdf (Pubitemid 41325993)
21. G. L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs, Part 2. Modeling and identification," J. Power Sources, vol. 134, no. 2, pp. 262-276, Aug. 2004. [Online]. Available: http://mocha-java.uccs.edu/dossier/RESEARCH/2004jps2-.pdf (Pubitemid 41325994)
22. G. L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs, Part 3. state and parameter estimation," J. Power Sources, vol. 134, no. 2, pp. 277-292, Aug. 2004. [Online]. Available: http://mocha-java.uccs.edu/dossier/research/2004jps3-.pdf (Pubitemid 41325995)
23. J. Kim and B. H. Cho, "State-of-charge estimation and state-of-health prediction of a li-ion degraded battery based on an eKF combined with a per-unit system," IEEE Trans. Veh. Technol., vol. 60, no. 9, pp. 4249-4260, Nov. 2011.
24. P. Carbonini, T. Monetta, D. B. Mitton, F. Bellucci, P. Mastronardi, and B. Scatteia, "Degradation behaviour of 6013-T6, 2024-T3 alloys and pure aluminium in different aqueous media," J. Appl. Electrochem., vol. 27, no. 10, pp. 1135-1142, Oct. 1997. (Pubitemid 127505122)
25. L. Garrigues, N. Pebere, and F. Dabosi, "An investigation of the corrosion inhibition of pure aluminium in neutral and acidic chloride solutions," Electrochim. Acta, vol. 41, no. 7/8, pp. 1209-1215, May/Jun. 1996. (Pubitemid 126328223)
26. J. C. Uruchurtu, "Electrochemical investigations of the activation mechanism of aluminium," Corrosion47, no. 6, pp. 472-479, Jun. 1991.
27. S. C. Creason, J. W. Hayes, and D. E. Smith, "Fourier transform faradic admittance measurements III. Comparison of measurement efficiency for various test signal waveforms," J. Electroanal. Chem. Interfacial Electrochem., vol. 47, no. 1, pp. 9-46, Sep. 1973.
28. C. Gbrielli, F. Huet, and M. Keddam, "Comparison of sine wave and white noise analysis for electrochemical impedance measurements," J. Electroanal. Chem., vol. 335, no. 1/2, pp. 33-53, Sep. 1992. (Pubitemid 23620953)
29. G. S. Popkirov and R. N. Schindler, "Optimization of the perturbation signal for electrochemical impedance spectroscopy in the time domain," Rev. Sci. Instrum., vol. 64, no. 11, pp. 3111-3115, Nov. 1993.
30. R. Pintelon and J. Schoukens, System Identification, A Frequency Domain Approach, 1st ed. Piscataway, NJ, USA: IEEE Press, 2001.
31. K. Shin and J. K Hammond, Fundamentals of Signal Processing for Sound and Vibration Engineers. West Sussex, U.K.: Wiley, 2008.
32. J. S. Bendat and A. G. Piersol, Random Data: Analysis and Measurements Procedures, 4th ed. Hoboken, NJ, USA: Wiley, 2010.
33. D. R. Brillinger, Time Series: Data Analysis and Theory. San Fransisco, CA, USA: SIAM, 2001.
34. D. M. Halliday, J. R. Rosenberg, A. M. Amjad, P. Breeze, B. A. Conway, and S. F. Farmer, "A framework for the analysis of mixed time series/point process data-theory and application to the study of physiological tremor, single motor unit discharges and electromyograms," Progr. Biophys. Mol. Biol., vol. 64, no. 2/3, pp. 237-278, 1995.
35. G. M. Jenkins and D. G. Watts, Spectral Analysis and Its Applications. San Francisco, CA, USA: Holden Day, 1968.
36. M. Urbain, "Modélisation électrique et énergétique des accumulateurs Lithium-Ion. Estimation en ligne du SOC et SOH," Ph.D. dissertation, Inst. Nat. Polytechnique de Lorraine, Lorraine, France, 2009.
37. K. Dong, A. Kirchev, F. Mattera, J. Kowal, and Y. Bultel, "Dynamic modeling of li-ion batteries using an equivalent electrical circuit," J. Electrochem. Soc., vol. 158, no. 3, pp. A326-A336, Jan. 2011.
38. X. Wang, Y. Sone, and K. Sabura, "Effect of operation conditions on simulated low-earth orbit cycle life testing of commercial lithium-ion polymer cell," J. Power Sources, vol. 142, no. 1/2, pp. 313-322, Mar. 2005.
39. M. S. Wu, P. C. Chiang, and J. C. Lin, "Electrochemical investigations on capacity fading of advanced Lithium ion batteries after storing at elevated temperature," J. Electrochem. Soc., vol. 152, no. 6, pp. A1041-A1046, 2005.
40. B. V. Ratnakumar, M. C. Smart, L. D. Whitcanack, E. D. Davies, K. B. Chin, F. Deligiannis, and S. Surampudi, "Behavior of li-ion cell in high intensity radiation environments," J. Electrochem. Soc., vol. 151, no. 4, pp. A652-A659, 2004.
41. G. Nagasubramanian, "Two and three electrode impedance studies on 18650 li-ion cells," J. Power Sources, vol. 87, no. 1/2, pp. 226-229, Apr. 2000. (Pubitemid 30585593)
42. J. E. B. Randles, "Kinetics of rapid electrode reactions," Discuss. Faraday Soc., vol. 1, pp. 11-19, 1947.
43. E. Kuhn, C. Forgez, and G. Friedrich, "Modeling diffusive phenomena using non integer derivatives," Eur. Phys. J. Appl. Phys., vol. 25, no. 3, pp. 183-190, Mar. 2004.
44. A. Oustaloup, La Dérivation Non Entière : Théorie, Synthèse et Applications. London, U.K.: Hermes, 1995.
45. A Oustaloup, Représentation et Identification par Modèle non Entier. London, U.K.: Hermès Sciences, 2005.
46. M. Wachtler, J. O. Besenhard, and M. Winter, "Tin and tin-based intermetallics as new anode materials for lithium-ion cells," J. Power Sources, vol. 94, no. 2, pp. 189-193, Mar. 2001. (Pubitemid 32875102)
47. S. K Jeong, M. Inaba, T. Abe, and Z. Ogumi, "Surface film formation on graphite negative electrode in Lithium-ion batteries: AFM study in an ethylene carbonate-based solution," J. Electrochem. Soc., vol. 148, no. 9, pp. A989-A993, Aug. 2001. (Pubitemid 33693678)
48. S. Buller, "Impedance-based simulationmodels for energy storage devices in advanced automotive power systems," Ph.D. dissertation, Inst. Power Electronics Electrical Drives, ISEA, Aachen, Germany, 2002.
49. S. Buller,M. Thele, A.W. A. A. De Doncker, and E. Karden, "Impedancebased simulation models of supercapacitors and Li-ion batteries for power electronic applications," IEEE Trans. Ind. Appl., vol. 41, no. 3, pp. 742-747, May/Jun. 2005. (Pubitemid 40843706)
50. S. Buller, M. Thele, A. W. A. A. De Doncker, and E. Karden, "Supercapacitors and lithium-ion batteries for power electronic applications," IEEE Ind. Appl. Mag., vol. 11, no. 2, pp. 62-67, Mar./Apr. 2005.
51. P. L. Moss, G. Au, E. J. Plichta, and J. P. Zheng, "An electrical circuit for modeling the dynamic response of li-ion polymer batteries," J. Electrochem. Soc., vol. 155, no. 12, pp. A986-A994, 2008.
52. R. Al Nazer, V. Cattin, P. Granjon, and M. Montaru, "A new optimization algorithm for a li-ion battery equivalent electrical circuit identification," in Proc. 9th Int. Conf. MOSIM, Bordeaux, France, Jun. 2012. [Online]. Available: http://hal.archives-ouvertes.fr/docs/00/72/85/65/PDF/ paper-121.pdf
53. E. Barsoukov and J. R. Macdonald, Frontmatter, in Impedance Spectroscopy: Theory, Experiment, and Applications, 2nd ed. Hoboken, NJ, USA: Wiley, 2005.