Modeling of Battery Pack Sizing for Electric Vehicles

Surender Reddy Salkuti

Abstract


The paper presents the mathematical modeling for battery pack sizing to evaluate the 0vehicle energy consumption by using the derivation from Parametric Analytical Model of Vehicle Energy Consumption (PAMVEC) by Simpson in R Studio. The assess of storage batteries for electric vehicles (EVs)  application is presented in this paper. The main source of power in EVs are batteries and to properly optimize their use in them, a parametric vehicle dynamic model is created and factors like battery mass, energy needed for the EV etc. are predicted using inputs such as battery specific energy, range etc. An assessment of output parameters is performed by using different batteries and compared to determine best battery for EV application.


References


S.C.A. de Almeida, F.L.A. Vieira, Modeling and Analysis of an Electric Vehicle using PAMVEC, Engenharia Térmic a (Thermal Engineering), vol. 17, no. 2, pp. 37-40, Dec. 2018.

M. Mathew, Q.H. Kong, J. McGrory, M. Fowler, Simulation of lithium ion battery replacement in a battery pack for application in electric vehicles, Journal of Power Sources, vol. 349, pp. 94-104, May 2017.

E. Chemali, M. Preindl, P. Malysz, A. Emadi, "Electrochemical and Electrostatic Energy Storage and Management Systems for Electric Drive Vehicles: State-of-the-Art Review and Future Trends," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 4, no. 3, pp. 1117-1134, Sept. 2016.

I.B. Weinstock, Recent advances in the US Department of Energy’s energy storage technology research and development programs for hybrid electric and electric vehicles, Journal of Power Sources, vol. 110, no. 2, pp. 471-474, Aug. 2002.

P.T. Moseley, B. Bonnet, A. Cooper, M.J. Kellaway, Lead–acid battery chemistry adapted for hybrid electric vehicle duty, Journal of Power Sources, vol. 174, no. 1, pp. 49-53, Nov. 2007.

G. Mulder, N. Omar, S. Pauwels, M. Meeus, F. Leemans, B. Verbrugge, W.D. Nijs, P.V. Bossche, D. Six, J.V. Mierlo, Comparison of commercial battery cells in relation to material properties, Electrochimica Acta, vol. 87, pp. 473-488, Jan. 2013.

T.K. Ying, X.P. Gao, W.K. Hu, F. Wu, D. Noréus, Studies on rechargeable NiMH batteries, International Journal of Hydrogen Energy, vol. 31, no. 4, pp. 525-530, Mar. 2006.

A.M. Jarushi, N. Schofield, "Battery and supercapacitor combination for a series hybrid electric vehicle," 5th IET International Conference on Power Electronics, Machines and Drives, Brighton, UK, 2010, pp. 1-6.

M.G. Carignano, J.M. Cabello, S. Junco, "Sizing and performance analysis of battery pack in electric vehicles," IEEE Biennial Congress of Argentina (ARGENCON), Bariloche, 2014, pp. 240-244.

M. Al-Zareer, I. Dincer, M.A. Rosen, Performance assessment of a new hydrogen cooled prismatic battery pack arrangement for hydrogen hybrid electric vehicles, Energy Conversion and Management, vol. 173, pp. 303-319, Oct. 2018.

M.W. Verbrugge, C.W. Wampler, On the optimal sizing of batteries for electric vehicles and the influence of fast charge, Journal of Power Sources, vol. 384, pp. 312-317, Apr. 2018.

L.H. Saw, Y. Ye, A.A.O. Tay, Integration issues of lithium-ion battery into electric vehicles battery pack, Journal of Cleaner Production, vol. 113, pp. 1032-1045, Feb. 2016.

J. Kim, J. Oh, H. Lee, Review on battery thermal management system for electric vehicles, Applied Thermal Engineering, vol. 149, pp. 192-212, Feb. 2019.

R. Garcia-Valle, J.A. Pec¸as Lopes (eds.), Electric Vehicle Integration into Modern Power Networks, Power Electronics and Power Systems, Springer Science+Business Media New York, 2013.

D. Hülsebusch, S. Schwunk, S. Caron, B. Propfe, Modeling and simulation of electric vehicles - The effect of different Li-ion battery technologies, The 25th World Battery, Hybrid and Fuel Cell Electric Vehicle Symposium & Exhibition, EVS-25 Shenzhen, China, Nov. 5-9, 2010.

F. Chang, F. Roemer, M. Baumann, M. Lienkamp, Modelling and Evaluation of Battery Packs with Different Numbers of Paralleled Cells, World Electric Vehicle Journal, vol. 9, no. 8, pp. 1-15, 2018.

E. Vergori, F. Mocera, A. Somà, Battery Modelling and Simulation Using a Programmable Testing Equipment, Computers, vol. 7, no. 20, 2018.

J. Seo, S. Sankarasubramanian, C.S. Kim, P. Hovington, J. Prakash, K. Zaghib, “Thermal characterization of Li/sulfur, Li/ S–LiFePO4 and Li/S–LiV3O8 cells using Isothermal Micro-Calorimetry and Accelerating Rate Calorimetry,” Journal of Power Sources, Vol. 289, pp. 1–7, 2015.

J. Larminie, J. Lowry, “Electric Vehicle Technology Explained”, John Wiley & Sons Ltd, England, 2003.

A.G. Simpson, “Parametric Modelling of Energy Consumption in Road Vehicles”, Ph.D Thesis, The University of Queensland, 2005.

H. He, R. Xiong, H. Guo, Online estimation of model parameters and state-of-charge of LiFePO4 batteries in electric vehicles, Applied Energy, vol. 89, no. 1, pp. 413-420, Jan. 2012.

V. Marano, S. Onori, Y. Guezennec, G. Rizzoni, N. Madella, "Lithium-ion batteries life estimation for plug-in hybrid electric vehicles," IEEE Vehicle Power and Propulsion Conference, Dearborn, MI, 2009, pp. 536-543.

Z. Chen, N. Guo, X. Li, J. Shen, R. Xiao, S. Li, Battery Pack Grouping and Capacity Improvement for Electric Vehicles Based on a Genetic Algorithm, Energies, vol. 10, pp. 1-15, 2017.

X. Hu, S. J. Moura, N. Murgovski, B. Egardt, D. Cao, "Integrated Optimization of Battery Sizing, Charging, and Power Management in Plug-In Hybrid Electric Vehicles," IEEE Transactions on Control Systems Technology, vol. 24, no. 3, pp. 1036-1043, May 2016.

B. Bendjedia, N. Rizoug, M. Boukhnifer, F. Bouchafaa, Hybrid Fuel Cell/Battery Source Sizing and Energy Management for Automotive Applications, IFAC-PapersOnLine, vol. 50, no. 1, pp. 4745-4750, Jul. 2017.

L. Zhang, X. Hu, Z. Wang, F. Sun, J. Deng, D.G. Dorrell, "Multiobjective Optimal Sizing of Hybrid Energy Storage System for Electric Vehicles," IEEE Transactions on Vehicular Technology, vol. 67, no. 2, pp. 1027-1035, Feb. 2018.

E. Tara, S. Shahidinejad, S. Filizadeh, E. Bibeau, "Battery Storage Sizing in a Retrofitted Plug-in Hybrid Electric Vehicle," IEEE Transactions on Vehicular Technology, vol. 59, no. 6, pp. 2786-2794, July 2010.

J. Snoussi, S.B. Elghali, M. Benbouzid, M.F. Mimouni, "Optimal Sizing of Energy Storage Systems Using Frequency-Separation-Based Energy Management for Fuel Cell Hybrid Electric Vehicles," IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9337-9346, Oct. 2018.




DOI: http://doi.org/10.11591/ijpeds.v11.i4.pp%25p
Total views : 17 times

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.