For several years now, electric vehicles (EVs) have been expected to become widely available in the micro-mobility field. However, the insufficiency of such vehicles’ battery-charging and discharging performance has limited their practical use. A hybrid energy storage system, which comprises a capacitor and battery, is a promising solution to this problem; however, to apply model-based designs, which are indispensable to embedded systems, such as the electronic control units used in EVs, a simple and accurate capacitor model is required. Within this framework, a lithium-ion capacitor (LIC) model is proposed, and its charging and discharging performances are evaluated against an actual LIC. The model corresponds accurately to the actual LIC, and the results indicate that the proposed LIC model will work well when used with Model-Based Design (MBD).
KeywordsModelCapacitorLithium-IonModel Based DesignElectric VehicleBatteryHess
Park, S., Kim, Y. and Chang, N. (2013) Hybrid Energy Storage Systems and Battery Management for Electric Vehicles. Proceedings of the Design Automation Conference, Austin, 29 May 2013-7 June 2013, 1-6. http://dx.doi.org/10.1145/2463209.2488854
Medora, N.K. and Kusko, A. (2012) Battery Management for Hybrid Electric Vehicles Using Supercapacitors as a Supplementary Energy Storage System. Proceedings of the Telecommunications Energy Conference, Scottsdale, 30 September 2012-4 October 2012, 1-8.
Cao, J. and Emadi, A. (2012) A New Battery/UltraCapacitor Hybrid Energy Storage System for Electric, Hybrid, and Plug-In Hybrid Electric Vehicles. IEEE Transactions on Power Electronics, 27, 122-132. http://dx.doi.org/10.1109/TPEL.2011.2151206
IEC 61508-3 (1997) Functional Safety of Electrical/Electronic/Programmable Electronic Safety-Related Systems Part 3: Software Requirements. International Electrotechnical Commission 61508-3 Version 12.0.
Kubo, T. (2014) The Ins and Outs of MBD. SEC Seminar 2014/03/12. (In Japanese). http://sec.ipa.go.jp/users/seminar/seminar_tokyo_20140312-03.pdf
Nagaoka, N., Fujiyama, S., Nonoyama, H. and Ametani, A. (2009) Parameter Estimation of a Nonlinear EDLC Model for ENMTP Simulation. Proceedings of the International Conference on Power Systems Transients, Kyoto, 3-6 June 2009, 1-6.
Goswami, D., Lukasiewycz, M., Kauer, M., Steinhorst, S., Masrur, A., Chakraborty, S. and Ramesh, S. (2013) Model-Based Development and Verification of Control Software for Electric Vehicles. Proceedings of the Design Automation Conference, Austin, May 29 2013-June 7 2013, 1-9.
Kobayashi, Y., Tatsuno, S., Takahashi, S., Motegi, K. and Shiraishi, Y. (2014) A DSP-Based Embedded System for Hybrid Energy Storage System Consisting of Capacitor and Battery. Proceedings of 57th Joint Conference on Automatic Control, Ikaho, 10-12 November 2014, 1294-1299 (in Japanese).
Shimamura, Y., Shiraishi, Y., Motegi, K., Kobayashi, Y., Koga, T., Nakamoto, E., Uchida, J. and Todoh, T. (2014) A Motor Modelling for Micro-Mobility by Using Model Based Development method. Proceedings of 57th Joint Conference on Automatic Control, Ikaho, 10-12 November 2014, 1311-1316 (in Japanese).
Sen, C. and Kar, N.C. (2009) Battery Pack Modeling for the Analysis of Battery Management System of a Hybrid Electric Vehicle. Proceedings of the Vehicle Power and Propulsion Conference, Dearborn, 7-10 September 2009, 207-212. http://dx.doi.org/10.1109/vppc.2009.5289848
Bonfiglio, C. and Roessler, W. (2009) A Cost Optimized Battery Management System with Active Cell Balancing for lithium Ion Battery Stacks. Proceedings of the Vehicle Power and Propulsion Conference, Dearborn, 7-10 September 2009, 203-309. http://dx.doi.org/10.1109/vppc.2009.5289837
Kroeze, R.C. and Krein, P.T.R. (2008) Electrical Battery Model for Use in Dynamic Electric Vehicle Simulations. Proceedings of the IEEE Power Electronics Specialists Conference, Rhodes, 15-19 June 2008, 1336-1342. http://dx.doi.org/10.1109/pesc.2008.4592119
Moss, P.L., Au, G., Plicht, E.J. and Zheng, J.P. (2009) Investigation of Solid Electrolyte Interfacial Layer Development during Continuous Cycling Using AC Impedance Spectra and Micro-Structural Analysis. Journal of Power Sources, 189, 66-71. http://dx.doi.org/10.1016/j.jpowsour.2008.11.048
He, H., Xiong, R. and Fan, J. (2011) Evaluation of Lithium-Ion Battery Equivalent Circuit Models for State of Charge Estimation by an Experimental Approach. Energies, 4, 582-598. http://dx.doi.org/10.3390/en4040582
Buller, S., Thele, M., De Doncker, R.W. and Karden, E. (2005) Impedance-Based Simulation Models of Supercapacitors and Li-Ion Batteries for Power Electronic Applications. IEEE Transactions on Industry Applications, 41, 742-747. http://dx.doi.org/10.1109/TIA.2005.847280
Yamada, T., Nakamura, K., Yamashiro, S., Sasaki, M. and Araki, S. (2002) On the Electric Characteristics of High-Power Density Electric Double Layer Capacitor. Proceedings of the International Conference on Electrical Engineering, Jeju Island, 7-11 July 2002, 425-430.
Farcas, C., Petreus, D., Ciocan, I. and Palaghita, N. (2009) Modeling and Simulation of Supercapacitors. Proceedings of the 15th International Symposium for Design and Technology of Electronics Packages, Gyula, 17-20 September 2009, 195-200. http://dx.doi.org/10.1109/siitme.2009.5407373
Camara, M.B., Gualous, H. and Dakyo, B. (2011) Supercapacitor Modeling and Integration in Transport Applications. Proceedings of the Industry Applications Society Annual Meeting (IAS), Orlando, 9-13 October 2011, 1-7. http://dx.doi.org/10.1109/ias.2011.6074422
Cheng, Y., Wei, L., Shen, X.J. and Liang, H.Q. (2009) Study of Supercapacitor in the Application of Power Electronics. WSEAS Transactions on Circuits and Systems, 8, 508-517.
Zubieta, L. and Bonert, R. (2000) Characterization of Double-Layer Capacitors for Power Electronics Applications. IEEE Transactions on Industry Applications, 36, 199-205. http://dx.doi.org/10.1109/28.821816
Johansson, P. and Andersson, B. (2008) Comparison of Simulation Programs for Supercapacitor Modelling. Master’s Thesis, Chalmers University of Technology, Gothenburg.
Omar, N., Daowd, M., Hegazy, O., Al Sakka, M., Coosemans, T., Van den Bossche, P. and Van Mierloa, J. (2012) Assessment of Lithium-Ion Capacitor for Using in Battery Electric Vehicle and Hybrid Electric Vehicle Applications. Electrochimica Acta, 86, 305-315. http://dx.doi.org/10.1016/j.electacta.2012.03.026
Barcellona, S., Flavio, F., Iannuzzi, D. and Piegari, L. (2014) Modeling and Parameter Identification of Lithium-Ion Capacitor Modules. IEEE Transactions on Sustainable Energy, 5, 785-794.
Musolino, V. and Piegari, L. (2013) New Full-Frequency-Range Supercapacitor Model with Easy Identification Procedure. IEEE Transactions on Industrial Electronics, 60, 112-120. http://dx.doi.org/10.1109/TIE.2012.2187412
TAIYO YUDEN Navigator (2015) The Use of PAS Capacitors/Lithium Capacitors for Adapting to Diversification of Energy Supply. Volume 4, Special Topics 1, 1-9. http://www.yuden.co.jp/productdata/navigator/en/004/E-SP1_101013.pdf