On-line adaptive battery impedance parameter and state estimation considering physical principles in reduced order equivalent circuit battery models: Part 1. Requirements, critical review of methods and modeling

Journal of Power Sources

Volumn 260, Issue , 2014, Pages 276-291

  Fleischer, Christian ^a,b   Waag, Wladislaw ^a,b   Heyn, Hans Martin ^a,b   Sauer, Dirk Uwe ^a,b  

^a RWTH AACHEN UNIVERSITY   (Germany)

^b Julich Aachen Research Alliance   (Germany)

Author keywords

Battery monitoring; Impedance; On line recursive algorithm; Parameter state estimation

Indexed keywords

CHARGE TRANSFER; CHARGING (BATTERIES); ELECTRIC IMPEDANCE; EQUIVALENT CIRCUITS; LITHIUM-ION BATTERIES; PARAMETER ESTIMATION; STATE ESTIMATION; STATE SPACE METHODS; TIMING CIRCUITS;

AUTOMOTIVE APPLICATIONS; BATTERY MONITORING; BATTERY STATE OF CHARGE; BUTLER-VOLMER KINETICS; CHARGE TRANSFER PROCESS; MASS-TRANSPORT PROCESS; RECURSIVE ALGORITHMS; STATE SPACE REPRESENTATION;

BATTERY MANAGEMENT SYSTEMS;

EID: 84897485390     PISSN: 03787753     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jpowsour.2014.01.129     Document Type: Article

References (99)

1. D. Linden, and T.B. Reddy Handbook of Batteries third ed. 2002 McGraw-Hill New York
2. M. Becker, and G. Traufetter Boeing Wählte Brandgefährliches Batteriematerial 21.03.2013 Der Spiegel Online, URL: http://www.spiegel.de/ wissenschaft/technik/dreamliner-akkus-boeing-waehlte-brandgefaehrliches- batteriematerial-a-878759.html
3. K. Reif Bosch Autoelektrik und Autoelektronik, Bosch Fachinformation Automobil 2011 Vieweg + Teubner URL: http://books.google.de/books?id= 8N9caMHk7IUC
4. W. Waag Adaptive Algorithms for Monitoring of Lithium-ion Batteries in Electric Vehicles (Ph.D. thesis) 2013 RWTH Aachen University submitted to department of electrical engineering
5. W. Waag, S. Käbitz, and D.U. Sauer Appl. Energy 102 0 2013 885 897
6. W. Waag, C. Fleischer, and D.U. Sauer J. Power Sources 258 0 2014 321 339
7. S. Buller, in: 2nd, International Advanced Automotive Battery Conference, 202.
8. V.S.-M.R. Mingant, and J. Bernard 26th Electric Vehicle Symposium 2012, Los Angeles, USA 2002
9. G.L. Plett J. Power Sources 134 2 2004 277 292 10.1016/j.jpowsour.2004. 02.033 (Pubitemid 41325995)
10. M. Wahlstrom Design of a Battery State Estimator Using a Dual Extended Kalman Filter (Ph.D. thesis) 2010 University of Waterloo
11. G.L. Plett J. Power Sources 161 2 2006 1356 1368 10.1016/j.jpowsour.2006. 06.003 (Pubitemid 44738778)
12. G.L. Plett J. Power Sources 161 2 2006 1369 1384 10.1016/j.jpowsour.2006. 06.004 (Pubitemid 44738780)
13. R. van der Merwe Sigma-point Kalman Filters for Probabilistic Inference in Dynamic State-space Models (Ph.D. thesis) April 2004 OGI School of Science & Engineering, Oregon Health & Science University Portland, OR, USA
14. G. Plett 21st Electric Vehicle Symposium (EVS21) 2005
15. C. Hu, B.D. Youn, and J. Chung Appl. Energy 92 C 2012 694 704 URL: http://EconPapers.repec.org/RePEc:eee:appene:v:92:y:2012:i:c:p:694-704
16. J. Kim, S. Lee, and B.H. Cho IEEE Trans. Power Electron. 27 1 2012 436 451 10.1109/TPEL.2011.2158554
17. G. Plett State and Parameter Estimation for an Electrochemical Cell no. 8103485 (B2) 2012 URL: http://patent.ipexl.com/US/08103485.html
18. D. Haifeng, W. Xuezhe, and S. Zechang Vehicle Power and Propulsion Conference, 2009, VPPC '09 2009 IEEE 1649 1653 URL: http://dx.doi.org/10.1109/ VPPC.2009.5289654
19. H. Dai, X. Wei, Z. Sun, J. Wang, and W. Gu Appl. Energy 95 0 2012 227 237 10.1016/j.apenergy.2012.02.044 URL: http://www.sciencedirect.com/science/ article/pii/S0306261912001432
20. D.V. Do, C. Forgez, K. El-Kadri-Benkara, and G. Friedrich IEEE Trans. Veh. Technol. 58 8 2009 3930 3937 10.1109/TVT.2009.2028572
21. R. Xiong, F. Sun, Z. Chen, and H. He Appl. Energy 113 2014 463 476
22. G. Plett System and Method for Determining Both an Estimated Battery State Vector and Battery Parameter Vector no. 7521895 (B2) 2009 URL: https://www.google.com/patents/US7521895
23. F. Zhang, G. Liu, and L. Fang ICRA '09. IEEE International Conference on Robotics and Automation, 2009 2009 1863 1868 10.1109/ROBOT.2009.5152745
24. M. Samadi, S. Alavi, and M. Saif American Control Conference (ACC), 2013 2013 4693 4698
25. M. Verbrugge, D. Frisch, and B. Koch J. Electrochem. Soc. 152 2 2005 A333 A342 10.1149/1.1847658 arXiv: http://jes.ecsdl.org/content/152/2/A333.full. pdf+html URL: http://jes.ecsdl.org/content/152/2/A333.abstract (Pubitemid 40325807)
26. M. Verbrugge, and B. Koch J. Electrochem. Soc. 153 1 2006 A187 A201 10.1149/1.2128096 arXiv: http://jes.ecsdl.org/content/153/1/A187.full.pdf+html URL: http://jes.ecsdl.org/content/153/1/A187.abstract
27. M. Verbrugge J. Appl. Electrochem. 37 5 2007 605 616 10.1007/s10800-007- 9291-7 URL: http://www.ingentaconnect.com/content/klu/jach/2007/00000037/ 00000005/00009291 (Pubitemid 46516413)
28. L. Juang, P. Kollmeyer, T. Jahns, and R. Lorenz Energy Conversion Congress and Exposition (ECCE), 2010 2010 IEEE 3903 3910 10.1109/ECCE.2010. 5617776
29. X.-S. Hu, F.-C. Sun, and Y. Zou J. Cent. South Univ. Technol. 2011 1525 1531 10.1007/s11771-011-0869-1
30. J. Lee, Y. Kim, and H. Cha Energy Conversion Congress and Exposition (ECCE), 2011 2011 IEEE 1489 1494 10.1109/ECCE.2011.6063957
31. S. Wang, M. Verbrugge, J.S. Wang, and P. Liu J. Power Sources 196 20 2011 8735 8741 10.1016/j.jpowsour.2011.06.078 URL: http://www.sciencedirect.com/ science/article/pii/S0378775311013152
32. M. Roscher, O. Bohlen, and D. Sauer IEEE Trans. Energy Convers. 26 3 2011 737 743 10.1109/TEC.2011.2155657
33. L. Mandal, and R. Cox Energy Conversion Congress and Exposition (ECCE), 2011 2011 IEEE 2635 2640 10.1109/ECCE.2011.6064121
34. J. Sabatier, M. Aoun, A. Oustaloup, G. Grgoire, F. Ragot, and P. Roy Signal Process. 86 10 2006 2645 2657 10.1016/j.sigpro.2006.02.030 Special Section: Fractional Calculus Applications in Signals and Systems, URL: http://www.sciencedirect.com/science/article/pii/S0165168406000533
35. K. Smith, C. Rahn, and C.-Y. Wang IEEE International Conference on Control Applications, 2008, CCA 2008 2008 714 719 10.1109/CCA.2008.4629589
36. K. Smith, C. Rahn, and C.-Y. Wang IEEE Trans. Control Syst. Technol. 18 3 2010 654 663 10.1109/TCST.2009.2027023
37. A.P. Schmidt, M. Bitzer, Árpád W. Imre, and L. Guzzella J. Power Sources 195 22 2010 7634 7638 10.1016/j.jpowsour.2010.06.011 URL: http://www.sciencedirect.com/science/article/pii/S0378775310009948
38. S. Moura, N. Chaturvedi, and M. Krstic American Control Conference (ACC), 2012 2012 559 565
39. S. Moura, N. Chaturvedi, and M. Krstic American Control Conference (ACC), 2012 2012 566 571
40. M.K. Scott, J. Moura, and N.A. Chaturvedi Proceedings of the 2012 ASME Dynamic Systems and Control Conference 2012 101 110 10.1115/DSCC2012-MOVIC2012- 8800
41. A.P. Schmidt, M. Bitzer, Árpád W. Imre, and L. Guzzella J. Power Sources 195 15 2010 5071 5080 10.1016/j.jpowsour.2010.02.029 URL: http://www.sciencedirect.com/science/article/pii/S0378775310002740
42. N. Chaturvedi, R. Klein, J. Christensen, J. Ahmed, and A. Kojic IEEE Control Syst. Mag. 30 3 2010 49 68 10.1109/mcs.2010.936293
43. R. Klein, N. Chaturvedi, J. Christensen, J. Ahmed, R. Findeisen, and A. Kojic American Control Conference (ACC), 2010 2010 6618 6623
44. R. Klein, N. Chaturvedi, J. Christensen, J. Ahmed, R. Findeisen, and A. Kojic IEEE Trans. Control Syst. Technol. 21 2 2013 289 301 10.1109/TCST.2011. 2178604
45. J.V. Michael, A. Roscher, and Oliver Bohlen Int. J. Electrochem. 2011 1 2011 69 84
46. 4-Batterien fr Hybrid- und Elektrofahrzeuge (Ph.D. thesis) 2010 RWTH Aachen University
47. M.A. Roscher, and D.U. Sauer J. Power Sources 196 1 2011 331 336 10.1016/j.jpowsour.2010.06.098 URL: http://www.sciencedirect.com/science/ article/pii/S0378775310010852
48. X. Tang, X. Zhang, B. Koch, and D. Frisch International Conference on Prognostics and Health Management, 2008, PHM 2008 2008 1 12 10.1109/PHM.2008. 4711432
49. X. Tang, X. Zhang, Y.-K. Chin, B.J. Koch, and D.R. Frisch Model-based Estimation of Battery Hysteresis, US 7957921 B2 2011
50. H.S. Steven Hoening, and Thirumalai G. Palanisamy Method for Determining State of Charge of a Battery by Measuring its Open Circuit Voltage 2002
51. Y. Yang, J. Liu, and C. Tsai J. Chin. Inst. Eng. 31 2 2008 313 322 10.1080/02533839.2008.9671384 arXiv: http://www.tandfonline.com/doi/pdf/10.1080/ 02533839.2008.9671384 URL: http://www.tandfonline.com/doi/abs/10.1080/02533839. 2008.9671384
52. V. Pop, H. Bergveld, D. Danilov, P. Regtien, and P. Notten Battery Management Systems: Accurate State-of-Charge Indication for Battery-Powered Applications Philips Research Book Series 9 2008 Springer Verlag London URL: http://doc.utwente.nl/64893/
53. J. Li, J.K. Barillas, C. Guenther, and M.A. Danzer J. Power Sources 230 0 2013 244 250 10.1016/j.jpowsour.2012.12.057 URL: http://www.sciencedirect.com/ science/article/pii/S0378775312019039
54. S. Yuan, H. Wu, and C. Yin Energies 6 1 2013 444 470 10.3390/en6010444 URL: http://www.mdpi.com/1996-1073/6/1/444
55. C. Zhang, J. Jiang, W. Zhang, and S.M. Sharkh Energies 5 4 2012 1098 1115 10.3390/en5041098 URL: http://www.mdpi.com/1996-1073/5/4/1098
56. A. Rahmoun, H. Biechl, and A. Rosin Electric Power Quality and Supply Reliability Conference (PQ), 2012 2012 1 4 10.1109/PQ.2012.6256238
57. J. Uhlmann Dynamic Map Building and Localization: New Theoretical Foundations 1995 University of Oxford URL: http://books.google.com/books?id= eJb4MgEACAAJ
58. S. Julier, J. Uhlmann, and H. Durrant-Whyte IEEE Trans. Autom. Cont. 45 3 2000 477 482 10.1109/9.847726
59. S. Julier, and J. Uhlmann Proc. IEEE 92 3 2004 401 422 10.1109/JPROC.2003.823141 (Pubitemid 40890750)
60. E.A. Wan, and R.V.D. Merwe Kalman Filtering and Neural Networks 2001 Wiley 221 280
61. Z. He, M. Gao, C. Wang, L. Wang, and Y. Liu Energies 6 8 2013 4134 4151 10.3390/en6084134 URL: http://www.mdpi.com/1996-1073/6/8/4134
62. L. Wang, L. Wang, C. Liao, and J. Liu Vehicle Power and Propulsion Conference, 2009, VPPC '09 2009 IEEE 1592 1595 10.1109/VPPC.2009.5289604
63. H. Dai, X. Wei, and Z. Sun Przegld Elektrotechniczny R. 88 1b 2012 57 63
64. K.G. Matthew Daigle Annual Conference of the Prognostics and Health Management Society 2010 1 12
65. H. Dai, X. Wei, and Z. Sun Proceedings of the 2009 International Conference on Measuring Technology and Mechatronics Automation - Volume 02, ICMTMA '09 2009 IEEE Computer Society Washington, DC, USA 375 380 10.1109/ICMTMA.2009.333
66. F. Sun, X. Hu, Y. Zou, and S. Li Energy 36 5 2011 3531 3540 10.1016/j.energy.2011.03.059 URL: http://www.sciencedirect.com/science/article/ pii/S0360544211002271
67. J. Yan, G. Xu, Y. Xu, and B. Xie ICARCV 2008 464 469
68. M. Orchard, P. Hevia-Koch, B. Zhang, and L. Tang IEEE Trans. Ind. Electron. 60 11 2013 5260 5269 10.1109/TIE.2012.2224079
69. F. Zhang, G. Liu, and L. Fang 7th World Congress on Intelligent Control and Automation, 2008, WCICA 2008 2008 989 994 10.1109/WCICA.2008.4593055
70. S. Santhanagopalan, and R.E. White Int. J. Energy Res. 34 2 2010 152 163 10.1002/er. 1655
71. A. Cuadras, and O. Kanoun 6th International Multi-Conference on Systems, Signals and Devices, 2009, SSD '09 2009 1 5 10.1109/SSD.2009.4956761
72. Z. Chen, S. Qiu, M. Masrur, and Y. Murphey The 2011 International Joint Conference on Neural Networks (IJCNN) 2011 2156 2163 10.1109/IJCNN.2011.6033495
73. M. Charkhgard, and M. Farrokhi IEEE Trans. Ind. Electron. 57 12 2010 4178 4187 10.1109/TIE.2010.2043035
74. C. Cai, D. Du, and Z. Liu The 12th IEEE International Conference on Fuzzy Systems, 2003, FUZZ '03 vol. 2 2003 1068 1073 10.1109/FUZZ.2003.1206580
75. T. Wu, M. Wang, Q. Xiao, and X. Wang Smart Grid Renew. Energy 3 2012 51 55
76. M. Einhorn, F. Conte, C. Kral, and J. Fleig 2010 IEEE International Conference on Sustainable Energy Technologies (ICSET) 2010 1 6 10.1109/ICSET.2010.5684928
77. K.S.D. Ha, and I. Cho Proceedings of the 26th International Battery, Hybrid and Fuel Cell Electric Vehicle Symposium (EVS26) 2012 10.1109/ICSET.2010.5684928
78. M. Roscher, J. Assfalg, and O. Bohlen IEEE Trans. Veh. Technol. 60 1 2011 98 103 10.1109/TVT.2010.2090370
79. S. Lee, J. Kim, J. Lee, and B.H. Cho Power Electronics Specialists Conference, 2007, PESC 2007 2007 IEEE 2799 2803 10.1109/PESC.2007.4342462
80. R. Hwu, B.Y. Liaw, M. Dubarry, and V. Svoboda Electrochem. Solid-State Lett 2006
81. Dirk Uwe Sauer, P. Birke, M. Keller, Oliver Bohlen, and Jochen Gerschler 22nd Electric Vehicle Symposium (EVS22), Yokohama, Japan 2006
82. J.W. Andre Boehm, Adaptives verfahren zur bestimmung der maximal abgebaren oder aufnehmbaren leistung einer batterie, WO 2011095368 A1, 2011.
83. F. Sun, R. Xiong, H. He, W. Li, and J.E.E. Aussems Appl. Energy 96 0 2012 378 386 10.1016/j.apenergy.2012.02.061 Smart Grids, URL: http://www. sciencedirect.com/science/article/pii/S0306261912001626
84. L. Juang, P. Kollmeyer, T. Jahns, and R. Lorenz Energy Conversion Congress and Exposition (ECCE), 2012 2012 IEEE 1819 1826 10.1109/ECCE.2012. 6342591
85. G. Pilatowicz Anleitungen zum Batteriepraktikum 2013 Institut für Stromrichtertechnik und elektrische Antriebe Aachen
86. S. Buller, M. Thele, R. De Doncker, and E. Karden IEEE Trans. Ind. Appl. 41 3 2005 742 747
87. J. Kowal Spatially-resolved Impedance of Nonlinear Inhomogeneous Devices - Using the Examploe of Lead-acid Batteries (Ph.D. thesis) 2010 RWTH Aachen University
88. European Parlament and Council of the EU Off. J. 102 2006 1 14
89. D.U. Sauer J. Garche, Encyclopedia of Electrochemical Power Sources 2009 Elsevier B.V. Ulm 443 451
90. P. Mauracher, and E. Karden J. Power Sources 67 1 1997 69 84
91. S. Buller Impedance Based Simulation Models for Energy Storage Devices in Advanced Automotive Power Systems (Ph.D. thesis) 2003 RWTH Aachen University
92. V. Pop, H.J. Bergveld, D. Danilov, P. Regtien, and P. Notten Battery Management Systems Accurate State-of-Charge Indication, Vol. 9 of Philips Research Book Series 2008 Springer Netherlands, Dordrecht
93. A.E. Anders Effect of Current Dynamics on Li-ion Cell Capacity and Impedance (Ph.D. thesis) 2010 University of Wisconsin Madison
94. H. Helmholtz Ann. Phys. Chem. 7 8 1879 337 382
95. A. Jossen, and W. Weydanz Moderne Akkumulatoren richtig einsetzen 2006 Inge Reichardt Verlag
96. E. Barsoukov, and J. Macdonald Impedance Spectroscopy: Theory, Experiment, and Applications 2005 Wiley URL: http://books.google.de/books?id= 8hNkOWO/-DLwC
97. R.D. Levie Electrochim. Acta 9 9 1964 1231 1245
98. M.R. Spiegel Schaum's Outline of Theory and Problems of Laplace Transforms 1965 McGraw-Hill New York
99. L. Ljung System Identification Theory for the User second ed. 1999 Prentice Hall Inc. Upper Saddle River