Integrating battery degradation in a cost of ownership framework for hybrid electric vehicle design optimization

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering - Tập 233 Số 6 - Trang 1507-1523 - 2019
Ashish Vora1, Xing Jin1, Vaidehi Hoshing1, Gregory M. Shaver1, Subbarao Varigonda2, Wallace E. Tyner1
1Purdue University, West Lafayette, IN USA
2Cummins Inc., Columbus, IN, USA

Tóm tắt

Prior design optimization efforts do not capture the impact of battery degradation and replacement on the total cost of ownership, even though the battery is the most expensive and least robust powertrain component. A novel, comprehensive framework is presented for model-based parametric optimization of hybrid electric vehicle powertrains, while accounting for the degradation of the electric battery and its impact on fuel consumption and battery replacement. This is achieved by integrating a powertrain simulation model, an electrochemical battery model capable of predicting degradation, and a lifecycle economic analysis (including net present value, payback period, and internal rate of return). An example design study is presented here to optimize the sizing of the electric motor and battery pack for the North American transit bus application. The results show that the optimal design parameters depend on the metric of interest (i.e. net present value, payback period, etc.). Finally, it is also observed that the fuel consumption increases by up to 10% from “day 1” to the end of battery life. These results highlight the utility of the proposed framework in enabling better design decisions as compared to methods that do not capture the evolution of vehicle performance and fuel consumption as the battery degrades.

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Tài liệu tham khảo

10.4130/jaev.6.1125

10.4271/2010-01-0840

10.1504/IJHVS.2004.005458

Fauvel C, EVS26

Smith K, 2012 SAE world congress and exhibition

10.1016/j.jpowsour.2013.04.154

10.4271/2012-01-1003

10.1016/j.apenergy.2014.05.013

Yuksel T, Litster S, Viswanathan V, et al. Plug-in hybrid electric vehicle lifepo4 battery life implications of thermal management, driving conditions, and regional climate. J Power Sources 2017; 338: 49–64, http://www.sciencedirect.com/science/article/pii/S0378775316315130

Bashash S, Moura SJ, Forman JC, et al. Plug-in hybrid electric vehicle charge pattern optimization for energy cost and battery longevity. J Power Sources 2011; 196: 541–549, http://www.sciencedirect.com/science/article/pii/S0378775310011390

10.1109/TCST.2012.2189773

Patil C, 2016 American control conference (ACC), 1524

Song Z, Li J, Han X, et al. Multi-objective optimization of a semi-active battery/supercapacitor energy storage system for electric vehicles. Appl Energ 2014; 135: 212–224, http://www.sciencedirect.com/science/article/pii/S0306261914008964

10.4271/2010-01-2310

10.1016/j.apenergy.2012.10.009

10.1016/j.jpowsour.2010.11.134

10.1149/1.3043429

10.1149/2.049208jes

10.1149/1.1644601

10.1149/2.053304jes

10.1149/1.1634273

A thermally coupled battery model for system-level analysis of Li-ion battery packs —ALST user’s manual. Pennsylvania, USA: EC Power.

10.1016/j.enpol.2013.04.057

10.1016/j.enpol.2013.03.047

10.1016/j.jpowsour.2011.02.025

Halbach S, Sharer P, Pagerit S, et al. Model architecture, methods, and interfaces for efficient math-based design and simulation of automotive control systems. SAE technical paper series 2010-01-0241, 2010.

Gopal RV, Rousseau A. System analysis using multiple expert tools. SAE technical paper series 2011-01-0754, 2011.

ANL. Autonomie, 2014. www.autonomie.net

10.1149/2.018203jes

10.1016/j.jpowsour.2013.05.040

10.1149/1.2221597

10.1016/j.energy.2014.12.031

10.1016/j.electacta.2005.06.033

10.1016/j.jpowsour.2013.03.007

10.1504/IJPELEC.2012.046609

10.1016/j.jpowsour.2013.02.041

10.1016/j.jpowsour.2009.10.010

Jin X, Vora A, Hoshing V, et al. Physically-based reduced-order capacity loss model for graphite anodes in li-ion battery cells. J Power Sources 2017; 342: 750–761, http://www.sciencedirect.com/science/article/pii/S037877531631802X

10.1016/j.enconman.2007.03.015

Neubauer J, Brooker A, Wood E. Sensitivity of plug-in hybrid electric vehicle economics to drive patterns, electric range, energy management, and charge strategies. J Power Sources 2013; 236: 357–364, http://www.sciencedirect.com/science/article/pii/S0378775312011809

U.S.A.B. Consortium. Electric vehicle battery test procedures manual, USABC, January, http://www.uscar.org/commands/files_download.php?files_id=405

10.1016/j.enpol.2012.04.017

10.1016/j.jpowsour.2015.01.072

10.1016/j.ijepes.2014.05.077

10.1016/j.enpol.2014.04.016

Lih W-C, 2012 international symposium on computer, consumer and control (IS3C), 381

10.1007/s10098-013-0588-4

Shokrzadeh S, Bibeau E. Repurposing batteries of plug-in electric vehicles to support renewable energy penetration in the electric grid. SAE technical paper 2012-01-0348, 2012.

Vora AP, Jin X, Hoshing V, et al. Design-space exploration of series plug-in hybrid electric vehicles for medium-duty truck applications in a total cost-of-ownership framework. Appl Energ 2017; 202: 662–672, http://www.sciencedirect.com/science/article/pii/S0306261917305950

Campbell HF, 2007, Benefit-cost analysis: financial and economic appraisal using spreadsheets

U.S. Energy Information Administration. Annual energy outlook 2015. Technical report, 2015, http://www.eia.gov/forecasts/aeo/pdf/0383(2015).pdf

10.1038/nclimate2564

Laver R, Useful life of transit buses and vans

NYU Stern. Annual returns on stock, T.Bonds and T.Bills: 1928—current, 2016, http://pages.stern.nyu.edu/∼adamodar/New_Home_Page/datafile/histretSP.html

Overview of the DOE advanced power electronics and electric motor R&D program. Technical report, Vehicle Technology Office, 2014, http://energy.gov/sites/prod/files/2014/03/f13/ape00a_rogers_2013_o.pdf

Barnitt RA. In-use performance comparison of hybrid electric, CNG, and diesel buses at New York City Transit. SAE technical paper 2008-01-1556, 2008.

Barnitt R, Chandler K. New York City Transit hybrid and CNG transit buses: final evaluation results. Technical report, November 2006, http://www.nrel.gov/docs/fy07osti/40125.pdf

Chandler K, Walkowicz K, Eudy L. New York City Transit diesel hybrid-electric buses: final results. DOE/NREL Transit Bus Evaluation Project 1, http://www.brooklynrail.net/images/new_brooklyn_streetcar/nyct_hybrid_bus_evaluation.pdf.

10.2172/875767

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Tập 233 Số 6

1507-1523

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