Skip to main content
Top
Published in:

10-12-2024 | Electric, Fuel Cell, and Hybrid Vehicle, Fuels and Lubricants, Heat Transfer, Fluid and Thermal Engineering, Vision and Sensors

Research on Rapid Cycle Test Method in Low-Temperature of Electric Vehicle Driving Range Based on China Light-Duty Vehicle Test Cycle

Authors: Xiaopan An, Yu Liu, Zhichao Liu, Jingyuan Li, Hanzhengnan Yu, Kunqi Ma, Yongkai Liang, Hang Xu, Xi Hu, Hao Zhang

Published in: International Journal of Automotive Technology | Issue 1/2025

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The increase in battery storage capacity of electric vehicles has led to longer electric vehicle range testing duration at low temperatures. To shorten testing duration and lower costs, a rapid and accurate method for electric vehicle range testing at low temperature was developed. First, electric range testing on 15 vehicles were conducted at −7 ℃ according to consecutive cycle test method in GB/T 18386.1-2021, the test cycle is China light-duty vehicle test cycle. The results showed different discharge characteristics at −7 ℃ compared to at 23 ℃. Differences are summarized as: more cycles needed for achieving thermal equilibrium and battery pack heating in the last discharge stage. To address the former difference, by setting various representative cycle numbers and weighting coefficients, it determined a rapid cycle test method that includes a dynamic segment and a constant speed segment. To address the latter difference, it developed the abnormal energy correction method. Practical experiments have validated that the new method ensured a range test deviation within 3%. It effectively reduced the test duration by over 50%. In conclusion, the rapid cycle test provides an efficient and accurate method for electric vehicle range testing in low-temperature, significantly reducing test duration and suitable for all vehicles.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

ATZelectronics worldwide

ATZlectronics worldwide is up-to-speed on new trends and developments in automotive electronics on a scientific level with a high depth of information. 

Order your 30-days-trial for free and without any commitment.

Show more products
Literature
go back to reference Al-Wreikat, Y., Serrano, C., & Sodré, J. R. (2022). Effects of ambient temperature and trip characteristics on the energy consumption of an electric vehicle. Energy, 238, 122028.CrossRefMATH Al-Wreikat, Y., Serrano, C., & Sodré, J. R. (2022). Effects of ambient temperature and trip characteristics on the energy consumption of an electric vehicle. Energy, 238, 122028.CrossRefMATH
go back to reference Babu, A. R., Minovski, B., & Sebben, S. (2022). Thermal encapsulation of large battery packs for electric vehicles operating in cold climate. Applied Thermal Engineering, 212, 118548.CrossRef Babu, A. R., Minovski, B., & Sebben, S. (2022). Thermal encapsulation of large battery packs for electric vehicles operating in cold climate. Applied Thermal Engineering, 212, 118548.CrossRef
go back to reference Fussey, P., Ma, H., & Dutta, N. (2023). Application of model predictive control to cabin climate control leading to increased electric vehicle range (No. 2023-01-0137). SAE Technical Paper. Fussey, P., Ma, H., & Dutta, N. (2023). Application of model predictive control to cabin climate control leading to increased electric vehicle range (No. 2023-01-0137). SAE Technical Paper.
go back to reference Hao, X., Wang, H., Lin, Z., & Ouyang, M. (2020). Seasonal effects on electric vehicle energy consumption and driving range: A case study on personal, taxi, and ridesharing vehicles. Journal of Cleaner Production, 249, 119403.CrossRef Hao, X., Wang, H., Lin, Z., & Ouyang, M. (2020). Seasonal effects on electric vehicle energy consumption and driving range: A case study on personal, taxi, and ridesharing vehicles. Journal of Cleaner Production, 249, 119403.CrossRef
go back to reference Iora, P., & Tribioli, L. (2019). Effect of ambient temperature on electric vehicles’ energy consumption and range: Model definition and sensitivity analysis based on nissan leaf data. World Electric Vehicle Journal, 10(1), 2.CrossRef Iora, P., & Tribioli, L. (2019). Effect of ambient temperature on electric vehicles’ energy consumption and range: Model definition and sensitivity analysis based on nissan leaf data. World Electric Vehicle Journal, 10(1), 2.CrossRef
go back to reference Liu, Y., Ma, K., Yu, H., Li, J., & An, X. (2021a). Influence of test cycles on energy consumption test of electric vehicles. E3S Web Conf, 241, 02004.CrossRefMATH Liu, Y., Ma, K., Yu, H., Li, J., & An, X. (2021a). Influence of test cycles on energy consumption test of electric vehicles. E3S Web Conf, 241, 02004.CrossRefMATH
go back to reference Liu, Y., Wu, Z. X., Zhou, H., Zheng, H., Yu, N., An, X. P., & Li, M. L. (2020). Development of China light-duty vehicle test cycle. International Journal of Automotive Technology, 21, 1233–1246.CrossRefMATH Liu, Y., Wu, Z. X., Zhou, H., Zheng, H., Yu, N., An, X. P., & Li, M. L. (2020). Development of China light-duty vehicle test cycle. International Journal of Automotive Technology, 21, 1233–1246.CrossRefMATH
go back to reference Liu, Z., Zheng, T., Gong, H., Bao, X., & Ji, M. (2021b). Research on evaluation method of driving range of battery electric passenger vehicle based on china automotive test cycle. Automotive Engineering, 43(05), 705–712. Liu, Z., Zheng, T., Gong, H., Bao, X., & Ji, M. (2021b). Research on evaluation method of driving range of battery electric passenger vehicle based on china automotive test cycle. Automotive Engineering, 43(05), 705–712.
go back to reference Moran, W., Bin, D., Kunfeng, L., Lin, W., Ruijian, L., & Guoqiang, M. (2021). Influence of thermal management strategy on driving range of pure electric vehicle during cold start in winter. Journal of Refrigeration, 42(01), 60–66. Moran, W., Bin, D., Kunfeng, L., Lin, W., Ruijian, L., & Guoqiang, M. (2021). Influence of thermal management strategy on driving range of pure electric vehicle during cold start in winter. Journal of Refrigeration, 42(01), 60–66.
go back to reference SAE International. Battery Electric Vehicle Energy Consumption and Range Test Procedure. SAE J1634_202104. SAE International. Battery Electric Vehicle Energy Consumption and Range Test Procedure. SAE J1634_202104.
go back to reference Sarmiento-Carnevali, M., Fly, A., & Piecha, P. (2020). Electric vehicle cold start range estimation through battery-in-loop simulations within a virtual driving environment. SAE Technical Paper 2020-01-0453. Sarmiento-Carnevali, M., Fly, A., & Piecha, P. (2020). Electric vehicle cold start range estimation through battery-in-loop simulations within a virtual driving environment. SAE Technical Paper 2020-01-0453.
go back to reference Shidore, N., & Bohn, T. (2008). Evaluation of cold temperature performance of the JCS-VL41M PHEV battery using battery HIL. Electric and Hybrid-Electric Vehicles–Batteries, 133. Shidore, N., & Bohn, T. (2008). Evaluation of cold temperature performance of the JCS-VL41M PHEV battery using battery HIL. Electric and Hybrid-Electric Vehicles–Batteries, 133.
go back to reference Steinstraeter, M., Heinrich, T., & Lienkamp, M. (2021). Effect of low temperature on electric vehicle range. World Electric Vehicle Journal, 12(3), 115.CrossRefMATH Steinstraeter, M., Heinrich, T., & Lienkamp, M. (2021). Effect of low temperature on electric vehicle range. World Electric Vehicle Journal, 12(3), 115.CrossRefMATH
go back to reference Tansini, A., Di Pierro, G., Fontaras, G., Gil-Sayas, S., Komnos, D., & Currò, D. (2022). Battery electric vehicles energy consumption breakdown from on-road trips1. SAE International Journal of Advances and Current Practices in Mobility, 5(3), 977–987.CrossRef Tansini, A., Di Pierro, G., Fontaras, G., Gil-Sayas, S., Komnos, D., & Currò, D. (2022). Battery electric vehicles energy consumption breakdown from on-road trips1. SAE International Journal of Advances and Current Practices in Mobility, 5(3), 977–987.CrossRef
go back to reference Vikram, MR., Pattalwar, A., Verma, M., and Bawa, V. (2024). Study on range improvement controls and method for electric vehicles, SAE Technical Paper,26-0132. Vikram, MR., Pattalwar, A., Verma, M., and Bawa, V. (2024). Study on range improvement controls and method for electric vehicles, SAE Technical Paper,26-0132.
go back to reference Wang, Z. (2022). Annual report on the big data of new energy vehicle in China (p. 335). Springer Nature.MATH Wang, Z. (2022). Annual report on the big data of new energy vehicle in China (p. 335). Springer Nature.MATH
go back to reference Wei, Z. (2024). China’s production and sales of new energy vehicles have ranked first in the world for nine consecutive years. China Electronics News, 2024-01-16(001). Wei, Z. (2024). China’s production and sales of new energy vehicles have ranked first in the world for nine consecutive years. China Electronics News, 2024-01-16(001).
go back to reference Xu, H., Liu, L., Li, J., Yu, H., An, X., Ma, K., Liang, Y., & Hu, X. (2023). Energy Reports, 9(Suppl 10), 835–842.CrossRef Xu, H., Liu, L., Li, J., Yu, H., An, X., Ma, K., Liang, Y., & Hu, X. (2023). Energy Reports, 9(Suppl 10), 835–842.CrossRef
go back to reference Xue, Q., Li, J., & Xiao, Y. (2022). Research on the preheating strategy of lithium batteries under subzero temperature for electric vehicles. Automotive Engineering, 45(11), 2014–2022.MATH Xue, Q., Li, J., & Xiao, Y. (2022). Research on the preheating strategy of lithium batteries under subzero temperature for electric vehicles. Automotive Engineering, 45(11), 2014–2022.MATH
go back to reference Yu, H., Liu, Y., Li, J., & Fu, T. (2020). Investigation of energy consumption characteristics of electric passenger car under high and low temperature conditions. In: 2020 5th Asia Conference on Power and Electrical Engineering. pp. 742–746. Yu, H., Liu, Y., Li, J., & Fu, T. (2020). Investigation of energy consumption characteristics of electric passenger car under high and low temperature conditions. In: 2020 5th Asia Conference on Power and Electrical Engineering. pp. 742–746.
go back to reference Yu, J., Nie, Y., Ming, J. D., Xie, N., Ma, B., & Xu, Z. (2019). Simulation study on driving range at high and low temperature. SAE Technical Paper, 01, 5071.MATH Yu, J., Nie, Y., Ming, J. D., Xie, N., Ma, B., & Xu, Z. (2019). Simulation study on driving range at high and low temperature. SAE Technical Paper, 01, 5071.MATH
go back to reference Yuksel, T., & Michalek, J. (2015). Effects of regional temperature on electric vehicle efficiency, range, and emissions in the United States. Environmental Science & Technology, 49(6), 3974–3980.CrossRefMATH Yuksel, T., & Michalek, J. (2015). Effects of regional temperature on electric vehicle efficiency, range, and emissions in the United States. Environmental Science & Technology, 49(6), 3974–3980.CrossRefMATH
go back to reference Zhang, Z., Li, W., Zhang, C., Shi, J., & Chen, J. (2016). A study on heat load character of EV in cold climate. Journal of Refrigeration, 37(5), 39–44.MATH Zhang, Z., Li, W., Zhang, C., Shi, J., & Chen, J. (2016). A study on heat load character of EV in cold climate. Journal of Refrigeration, 37(5), 39–44.MATH
go back to reference Zheng, J. (2020). Virtual development of kinetic energy recovery system to improve BEV range in cold conditions. SAE Technical Paper 2020-01-5112. Zheng, J. (2020). Virtual development of kinetic energy recovery system to improve BEV range in cold conditions. SAE Technical Paper 2020-01-5112.
go back to reference Zhou, H., Ma, K., Liu, Y., Li, J., Yu, H., An, X., Liang, Y., Xu, H., Hu, X., & Zhang, H. (2023). Research on the influence of soak in the cold environment on the energy consumption of electric vehicles. Energy Reports, 9, 656–661.CrossRef Zhou, H., Ma, K., Liu, Y., Li, J., Yu, H., An, X., Liang, Y., Xu, H., Hu, X., & Zhang, H. (2023). Research on the influence of soak in the cold environment on the energy consumption of electric vehicles. Energy Reports, 9, 656–661.CrossRef
go back to reference Zhu, C., Liu, J., & Fang, K. (2021). Analysis on endurance mileage change of electric passenger vehicle at low temperature based on user’s habit. Journal of Highway and Transportation Research and Development, 38(02), 125–131.MATH Zhu, C., Liu, J., & Fang, K. (2021). Analysis on endurance mileage change of electric passenger vehicle at low temperature based on user’s habit. Journal of Highway and Transportation Research and Development, 38(02), 125–131.MATH
go back to reference Zhu, J. G., Sun, Z., Wei, X. Z., Dai, H., Fang, Q. H., & Tang, X. (2019). Research progress on low-temperature characteristics and heating techniques of vehicle lithium-ion battery. Automotive Engineering, 41(5), 571–581.MATH Zhu, J. G., Sun, Z., Wei, X. Z., Dai, H., Fang, Q. H., & Tang, X. (2019). Research progress on low-temperature characteristics and heating techniques of vehicle lithium-ion battery. Automotive Engineering, 41(5), 571–581.MATH
Metadata
Title
Research on Rapid Cycle Test Method in Low-Temperature of Electric Vehicle Driving Range Based on China Light-Duty Vehicle Test Cycle
Authors
Xiaopan An
Yu Liu
Zhichao Liu
Jingyuan Li
Hanzhengnan Yu
Kunqi Ma
Yongkai Liang
Hang Xu
Xi Hu
Hao Zhang
Publication date
10-12-2024
Publisher
The Korean Society of Automotive Engineers
Published in
International Journal of Automotive Technology / Issue 1/2025
Print ISSN: 1229-9138
Electronic ISSN: 1976-3832
DOI
https://doi.org/10.1007/s12239-024-00145-0