Optimal control of film growth in lithium-ion battery packs via relay switches

IEEE Transactions on Industrial Electronics

Volumn 58, Issue 8, 2011, Pages 3555-3566

  Moura, Scott J ^a   Forman, Joel C ^a   Bashash, Saeid ^a   Stein, Jeffrey L ^a   Fathy, Hosam K ^b  

^a UNIVERSITY OF MICHIGAN   (United States)

^b The Pennsylvania State University   (United States)

Author keywords

Battery management systems; dynamic programming; health management; lithium ion batteries; optimal control

Indexed keywords

BATTERY MANAGEMENT SYSTEM; BATTERY MODELS; BATTERY PACK; CONVEXITY PROPERTIES; ELECTROCHEMICAL ENGINEERING; ELECTROCHEMICAL MODELS; FILM FORMATIONS; FILM REDUCTION; FIRST-PRINCIPLES; GROWTH MODELS; HEALTH MANAGEMENT; INDIVIDUAL CELLS; LITHIUM-ION BATTERY; NEAR-OPTIMAL PERFORMANCE; OPTIMAL CONTROLS; RELAY SWITCHES; SIMULATION RESULT; STATE FEEDBACK CONTROLLER; STATIC MAP;

CHARGING (BATTERIES); COMPUTER SIMULATION; CONTROLLERS; DYNAMIC PROGRAMMING; FEEDBACK CONTROL; HEURISTIC ALGORITHMS; IONS; LITHIUM; LITHIUM ALLOYS; LITHIUM BATTERIES; LITHIUM COMPOUNDS; OPTIMIZATION; REDUCTION; STATE FEEDBACK;

FILM GROWTH;

EID: 79960351371     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2010.2087294     Document Type: Article

References (27)

1. B. K. Sovacool and R. F. Hirsh, "Beyond batteries: An examination of the benefits and barriers to plug-in hybrid electric vehicles (PHEVs) and a vehicle-to-grid (V2G) transition," Energy Policy, vol. 37, no. 3, pp. 1095-1103, Mar. 2009.
2. M. Alamgir and A. M. Sastry, Efficient Batteries for Transportation Applications, 2008, SAE Paper 2008-21-0017
3. J. Chatzakis, K. Kalaitzakis, N. Voulgaris, and S. Manias, "Designing a new generalized battery management system," IEEE Trans. Ind. Electron., vol. 50, no. 5, pp. 990-999, Oct. 2003.
4. Y.-S. Lee and M.-W. Cheng, "Intelligent control battery equalization for series connected lithium-ion battery strings," IEEE Trans. Ind. Electron., vol. 52, no. 5, pp. 1297-1307, Oct. 2005. (Pubitemid 41489372)
5. J.W. Kimball, B. T. Kuhn, and P. T. Krein, "Increased performance of battery packs by active equalization," in Proc. IEEE Veh. Power Propulsion Conf., Sep. 9-12, 2007, pp. 323-327.
6. A. Baughman and M. Ferdowsi, "Double-tiered switched-capacitor battery charge equalization technique," IEEE Trans. Ind. Electron., vol. 55, no. 6, pp. 2277-2285, Jun. 2008.
7. M. Doyle, T. 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, 1993. (Pubitemid 23699387)
8. T. 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, 1994.
9. P. Ramadass, B. Haran, P. Gomadam, R. White, and B. Popov, "Development of first principles capacity fade model for Li-ion cells," J. Electrochem. Soc., vol. 151, no. 2, pp. 196-203, 2004.
10. L. Kanevskii and V. Dubasova, "Degradation of lithium-ion batteries and how to fight it: A review," Russ. J. Electrochem., vol. 41, no. 1, pp. 3-19, Jan. 2005. (Pubitemid 41256968)
11. P. Arora, R. E. White, andM. Doyle, "Capacity fade mechanisms and side reactions in lithium-ion batteries," J. Electrochem. Soc., vol. 145, no. 10, pp. 3647-3667, 1998. (Pubitemid 128612550)
12. D. Aurbach, "Review of selected electrode-solution interactions which determine the performance of Li and Li ion batteries," J. Power Sources, vol. 89, no. 2, pp. 206-218, Aug. 2000.
13. E. Gatzke, A. Stamps, C. Holland, and R. White, "Analysis of capacity fade in a lithium ion battery," J. Power Sources, vol. 150, pp. 229-239, Oct. 4, 2005.
14. M. Verbrugge and E. Tate, "Adaptive state of charge algorithm for nickel metal hydride batteries including hysteresis phenomena," J. Power Sources, vol. 126, no. 1/2, pp. 236-249, Feb. 2004. (Pubitemid 41325764)
15. 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. 12, 2004. (Pubitemid 41325993)
16. G. 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, 2004. (Pubitemid 41325994)
17. 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. 12, 2004. (Pubitemid 41325995)
18. K. Smith, C. Rahn, and C.-Y. Wang, "Model-based electrochemical estimation of lithium-ion batteries," in Proc. IEEE Int. CCA, Part IEEE Multi-Conf. Syst., Control, 2008, pp. 714-719.
19. D. Di Domenico, G. Fiengo, and A. Stefanopoulou, "Lithium-ion battery state of charge estimation with a Kalman filter based on a electrochemical model," in Proc. IEEE Int. CCA, Part IEEE Multi-Conf. Syst., Control, 2008, pp. 702-707.
20. S. J. Moura, J. L. Stein, and H. K. Fathy, "Control of film growth in lithium ion battery packs via switches," in Proc. ASME, Dyn. Syst., Control Conf., Oct. 2009, pp. 139-147.
21. J. Newman, Electrochemical Systems, 2nd ed. Englewood Cliffs, NJ: Prentice-Hall, 1991.
22. S. Bashash, S. J. Moura, J. C. Forman, and H. K. Fathy, "Plug-in hybrid electric vehicle charge pattern optimization for energy cost and battery longevity," J. Power Sources, vol. 196, no. 1, pp. 541-549, 2011.
23. P. Balakrishnan, R. Ramesh, and T. Prem Kumar, "Safety mechanisms in lithium-ion batteries," J. Power Sources, vol. 155, no. 2, pp. 401-414, Apr. 2006.
24. G.-H. Kim, A. Pesaran, and R. Spotnitz, "A three-dimensional thermal abuse model for lithium-ion cells," J. Power Sources, vol. 170, no. 2, pp. 476-489, Jul. 2007. (Pubitemid 46873867)
25. E. Denardo, Dynamic Programming: Models and Applications. New York: Dover, 2003.
26. S. J. Moura, H. K. Fathy, D. S. Callaway, and J. L. Stein, "A stochastic optimal control approach for power management in plug-in hybrid electric vehicles," in Proc. ASME Dyn. Syst. Control Conf., Oct. 2008, pp. 1-10.
27. A. Bemporad, F. Borrelli, andM.Morari, "Model predictive control based on linear programming-The explicit solution," IEEE Trans. Autom. Control, vol. 47, no. 12, pp. 1974-1985, Dec. 2002.