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Journals / Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi / 2025 / Cilt: 15 Sayı: 4

Supercapacitor and lithium-ion battery management in a series hybrid electric vehicle

Seri Hibrit Elektrikli Araçlarda Süperkapasitör & Lityum İyon Batarya Yönetimi

Feyyaz Alpsalaz(YOZGAT BOZOK ÜNİVERSİTESİ)0000-0002-7695-6426
Yavuz Türkay(SİVAS CUMHURİYET ÜNİVERSİTESİ)0000-0002-4263-8286
Pages
1311–1328
Publication Date
2025-12-01
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

Results demonstrate that the EMS significantly enhances energy efficiency, reduces fuel consumption, and extends battery longevity while ensuring optimal power delivery.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:This study proposes an advanced EMS for a SHEV equipped with lithium-ion (Li-ion) batteries and supercapacitors (SC).
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Key Findings & Data:The developed rule-based EMS optimizes power distribution between the internal combustion engine (ICE), electric motor (EM), and energy storage system (ESS), ensuring efficient energy utilization while enhancing battery lifespan and vehicle performance.
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Conclusion & Impact:Results demonstrate that the EMS significantly enhances energy efficiency, reduces fuel consumption, and extends battery longevity while ensuring optimal power delivery.
🔬Design:Araştırma Makalesi
📍Scope:Comprehensive Sample
⚙️Variables:Enerji yönetim sistemi · Hibrit elektrikli araç · Lityum-iyon batarya

Abstract

This study proposes an advanced EMS for a SHEV equipped with lithium-ion (Li-ion) batteries and supercapacitors (SC). The developed rule-based EMS optimizes power distribution between the internal combustion engine (ICE), electric motor (EM), and energy storage system (ESS), ensuring efficient energy utilization while enhancing battery lifespan and vehicle performance. The proposed EMS dynamically adjusts power flow based on real-time driving conditions and charge state, preventing excessive charge/discharge currents and improving regenerative braking efficiency. A comprehensive simulation was conducted using the ADVISOR (Advanced Vehicle Simulator) platform to evaluate vehicle performance under Urban Dynamometer Driving Schedule (UDDS) and New European Driving Cycle (NEDC) conditions. Results demonstrate that the EMS significantly enhances energy efficiency, reduces fuel consumption, and extends battery longevity while ensuring optimal power delivery. Comparative analysis reveals superior performance under NEDC conditions due to smoother acceleration and braking patterns. These findings highlight the effectiveness of integrating supercapacitors with Li-ion batteries in SHEV architectures, providing a viable solution for sustainable and efficient hybrid vehicle design.

Özet

Bu çalışma, lityum-iyon (Li-ion) bataryalar & süperkapasitörler (SC) ile donatılmış bir seri hibrit elektrikli araç (SHEV) için gelişmiş bir enerji yönetim sistemi (EMS) önermektedir. Geliştirilen kural tabanlı EMS, içten yanmalı motor (ICE), elektrik motoru (EM) & enerji depolama sistemi (ESS) arasındaki güç dağıtımını optimize ederek enerji kullanımını verimli hale getirirken batarya ömrünü & araç performansını artırmaktadır. Önerilen EMS, gerçek zamanlı sürüş koşulları & şarj durumu temelinde güç akışını dinamik olarak ayarlayarak aşırı şarj/deşarj akımlarını önlemekte & rejeneratif frenleme verimliliğini artırmaktadır. Araç performansını değerlendirmek için Gelişmiş Araç Simülatörü platformu (ADVISOR) kullanılarak Kentsel Dinamometre Sürüş Çevrimi (UDDS) & Yeni Avrupa Sürüş Çevrimi (NEDC) koşullarında kapsamlı bir simülasyon gerçekleştirilmiştir. Elde edilen sonuçlar, EMS’nin enerji verimliliğini önemli ölçüde artırdığını, yakıt tüketimini azalttığını & batarya ömrünü uzattığını göstermektedir. Karşılaştırmalı analiz, NEDC sürüş çevriminde daha dengeli hızlanma & frenleme desenleri nedeniyle daha üstün bir performans sergilendiğini ortaya koymuştur. Bu bulgular, süperkapasitörlerin Li-ion bataryalar ile entegrasyonunun SHEV mimarilerinde etkin bir çözüm sunduğunu & sürdürülebilir, verimli hibrit araç tasarımı için önemli bir katkı sağladığını göstermektedir.

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Cite This Article

Alpsalaz, F., Türkay, Y. (2025). Supercapacitor and lithium-ion battery management in a series hybrid electric vehicle. Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi, Cilt: 15 Sayı: 4, 1311–1328. https://doi.org/10.21597/jist.1651197

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References (33)

  1. Bagwe, R. M., Byerly, A., dos Santos Jr, E. C., & Ben-Miled, Z. (2019). Adaptive rule-based energy management strategy for a parallel HEV. Energies, 12(23), 4472. https://doi.org/10.3390/en12234472
  2. Baur, D. G., & Todorova, N. (2018). Automobile manufacturers, electric vehicles and the price of oil. Energy Economics, 74, 252–262. https://doi.org/10.1016/J.ENECO.2018.05.034
  3. Cao, C., Li, Z. Bin, Wang, X. L., Zhao, X. B., & Han, W. Q. (2014). Recent advances in inorganic solid electrolytes for lithium batteries. Frontiers in Energy Research, 2(JUN). https://doi.org/10.3389/FENRG.2014.00025/PDF
  4. Chau, K. T., & Wong, Y. S. (2002). Overview of power management in hybrid electric vehicles. Energy Conversion and Management, 43(15), 1953–1968. https://doi.org/10.1016/S0196-8904(01)00148-0
  5. Chau, K., Wong, Y., & Chan, C. (1999). An overview of energy sources for electric vehicles. Energy Conversion Management, 40(1), 1021–1039.
  6. Costa, C. M., Barbosa, J. C., Castro, H., Gonçalves, R., & Lanceros-Méndez, S. (2021). Electric vehicles: To what extent are environmentally friendly and cost effective? – Comparative study by european countries. Renewable and Sustainable Energy Reviews, 151, 111548. https://doi.org/10.1016/J.RSER.2021.111548
  7. Domarchi, C., & Cherchi, E. (2023). Electric vehicle forecasts: A review of models and methods including diffusion and substitution effects. Transport Reviews, 43(6), 1118–1143. https://doi.org/10.1080/01441647.2023.2266481
  8. Ehsani, M., Gao, Y., Longo, S., & Ebrahimi, K. M. (2019). Modern electric, hybrid electric, and fuel cell vehicles. Taylor & Francis, CRC Press. https://www.nobelkitabevi.com.tr/makina-otomotiv/15564-modern-electric-hybrid-electric-and-fuel-cell-vehicles-9781138330498.html
  9. Ferreira, A. A., Pomilio, J. A., Spiazzi, G., & de Araujo Silva, L. (2008). Energy management fuzzy logic supervisory for electric vehicle power supplies system. IEEE Transactions on Power Electronics, 23(1), 107–115. https://doi.org/10.1109/TPEL.2007.911775
  10. Foyer, J., Aykut, S. C., & Morena, E. (2018). Introduction: COP21 and the “climatisation” of global debates. In Globalising the Climate. Routledge. https://doi.org/10.4324/9781315560595-1/INTRODUCTION-COP21-CLIMATISATION-GLOBAL-DEBATES-JEAN-FOYER-STEFAN-AYKUT-EDOUARD-MORENA
  11. Gao, L., Liu, S., & Dougal, R. A. (2002). Dynamic lithium-ion battery model for system simulation. IEEE Transactions on Components and Packaging Technologies, 25(3), 495–505. https://doi.org/10.1109/TCAPT.2002.803653
  12. Herath, A., Kodituwakku, S., Dasanayake, D., Binduhewa, P., Ekanayake, J., & Samarakoon, K. (2019). Comparison of optimization‐ and rule‐based EMS for domestic PV‐battery installation with time‐varying local SoC limits. Journal of Electrical and Computer Engineering, 2019(1), 8162475.
  13. He, H., Xiong, R., Guo, H., & Li, S. (2012). Comparison study on the battery models used for the energy management of batteries in electric vehicles. Energy Conversion and Management, 64, 113–121. https://doi.org/10.1016/J.ENCONMAN.2012.04.014
  14. Jackson, R. B., Friedlingstein, P., Andrew, R. M., Canadell, J. G., Le Quéré, C., & Peters, G. P. (2019). Persistent fossil fuel growth threatens the Paris Agreement and planetary health. Environmental Research Letters, 14(12). https://doi.org/10.1088/1748-9326/AB57B3
  15. Jinrui, N., Fengchun, S., & Qinglian, R. (2006). A study of energy management system of electric vehicles. 2006 IEEE Vehicle Power and Propulsion Conference, VPPC 2006. https://doi.org/10.1109/VPPC.2006.364301
  16. Johnson, V. H. (2002). Battery performance models in ADVISOR. Journal of Power Sources, 110(2), 321–329. https://doi.org/10.1016/S0378-7753(02)00194-5
  17. Karabacak, M., & Eskikurt, H. I. (2012). Design, modelling and simulation of a new nonlinear and full adaptive backstepping speed tracking controller for uncertain PMSM. Applied Mathematical Modelling, 36(11), 5199–5213. https://doi.org/10.1016/J.APM.2011.12.048
  18. Kerem, A. (2014). Elektrikli Araç Teknolojisinin Gelişimi & Gelecek Beklentileri. Mehmet Akif Ersoy Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 5(1), 1–13. https://dergipark.org.tr/tr/pub/makufebed/issue/19419/206527
  19. Khaligh, A., & Li, Z. (2010). Battery, ultracapacitor, fuel cell, and hybrid energy storage systems for electric, hybrid electric, fuel cell, and plug-in hybrid electric vehicles: State of the art. IEEE Transactions on Vehicular Technology, 59(6), 2806–2814. https://doi.org/10.1109/TVT.2010.2047877
  20. Liu, C., & Liu, Y. (2022). Energy Management Strategy for Plug-In Hybrid Electric Vehicles Based on Driving Condition Recognition: A Review. Electronics 2022, Vol. 11, Page 342, 11(3), 342. https://doi.org/10.3390/ELECTRONICS11030342
  21. May, G. J., Davidson, A., & Monahov, B. (2018). Lead batteries for utility energy storage: A review. Journal of Energy Storage, 15, 145–157. https://doi.org/10.1016/J.EST.2017.11.008
  22. Mi, C., & Masrur, M. A. (2017). Hybrid electric vehicles: Principles and applications with practical perspectives: Second edition. Hybrid Electric Vehicles: Principles and Applications with Practical Perspectives: Second Edition, 1–567. https://doi.org/10.1002/9781118970553
  23. Michalczuk, M., Grzesiak, L. M., & Ufnalski, B. (2013). Hybridization of the lithium energy storage for an urban electric vehicle. Bulletin of the Polish Academy of Sciences: Technical Sciences, 61(2), 325–333. https://doi.org/10.2478/BPASTS-2013-0030
  24. Mitkowski, W., & Skruch, P. (2013). Fractional-order models of the supercapacitors in the form of RC ladder networks. Bulletin of the Polish Academy of Sciences: Technical Sciences, 61(3), 581–587. https://doi.org/10.2478/BPASTS-2013-0059
  25. Patel, K. K., Singhal, T., Pandey, V., Sumangala, T. P., & Sreekanth, M. S. (2021). Evolution and recent developments of high performance electrode material for supercapacitors: A review. Journal of Energy Storage, 44, 103366. https://doi.org/10.1016/J.EST.2021.103366
  26. Pérez, L. V., Bossio, G. R., Moitre, D., & García, G. O. (2006). Optimization of power management in an hybrid electric vehicle using dynamic programming. Mathematics and Computers in Simulation, 73(1–4), 244–254. https://doi.org/10.1016/J.MATCOM.2006.06.016
  27. Soylu, S., & Soylu, S. (2011). Electric Vehicles - The Benefits and Barriers. Electric Vehicles €“ The Benefits and Barriers. https://doi.org/10.5772/717
  28. Tan, R. H. G., & Hoo, L. Y. H. (2015). DC-DC converter modeling and simulation using state space approach. 2015 IEEE Conference on Energy Conversion, CENCON 2015, 42–47. https://doi.org/10.1109/CENCON.2015.7409511
  29. Tie, S. F., & Tan, C. W. (2013). A review of energy sources and energy management system in electric vehicles. Renewable and Sustainable Energy Reviews, 20, 82–102. https://doi.org/10.1016/j.rser.2012.11.077
  30. Trovão, J. P., Pereirinha, P. G., Jorge, H. M., & Antunes, C. H. (2013). A multi-level energy management system for multi-source electric vehicles - An integrated rule-based meta-heuristic approach. Applied Energy, 105, 304–318. https://doi.org/10.1016/j.apenergy.2012.12.081
  31. Young, K. H. (2016). Research in Nickel/Metal Hydride Batteries 2016. Batteries 2016, Vol. 2, Page 31, 2(4), 31. https://doi.org/10.3390/BATTERIES2040031
  32. Zhang, X., & Mi, C. (2011). Vehicle Power Management: Modeling, Control and Optimization. Power Systems, 51. https://doi.org/10.1007/978-0-85729-736-5/COVER
  33. Ehsani, M., Gao, Y., Longo, S., & Ebrahimi, K. M. (2019). Modern electric, hybrid electric, and fuel cell vehicles. Taylor & Francis, CRC Press. https://www.nobelkitabevi.com.tr/makina-otomotiv/15564-modern-electric-hybrid-electric-and-fuel-cell-vehicles-9781138330498.html