Skip to main content
Top
Published in: Electrical Engineering 6/2023

03-08-2023 | Original Paper

Multi-stage constant current–constant voltage under constant temperature (MSCC-CV-CT) charging technique for lithium-ion batteries in light weight electric vehicles (EVs)

Authors: M. Sabarimuthu, N. Senthilnathan, M. S. Kamalesh

Published in: Electrical Engineering | Issue 6/2023

Log in

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

search-config
loading …

Abstract

This manuscript proposes a multi-stage constant current–constant voltage under constant temperature (MSCC-CV-CT) charging method by considering the cell temperature as the main metric for the dissipation of lithium-ion batteries. By combining the proposed method with a pulse current charging and series resonant converter, the rise in temperature is further slowed down. The proposed approach uses a closed-loop method to regulate the charging current rather than the thermal environment and battery heat. By simply raising the default temperature, it may simply handle applications that require faster charging. With the growth of improved lithium-ion batteries, the proposed method contains the potential to increase the initial charging current above 2 C, allowing for even quicker charging. This proposed smart charger with the new adaptive control algorithm considers the state of charge (SoC) and internal temperature of the battery as key components to adjust the current and voltage amplitude of battery input. The proposed MSCC-CV-CT charging mechanism uses a multi-stage current charging scheme with a simple, convenient-to-implement intelligent charge controller. In response to the battery temperature, state of charge (SOC), and internal resistance of the battery, the charging current is dynamically adapted using a controller that adversely reflects its aging and thermal condition. The experimental outcome proves that the proposed system reduces the charging time of the battery by 20 percent related to the conventional method.

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

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!

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"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Ahn JH, Lee BK (2018) High-efficiency adaptive-current charging strategy for electric vehicles considering variation of internal resistance of lithium-ion battery. IEEE Trans Power Electron 34(4):3041–3052 Ahn JH, Lee BK (2018) High-efficiency adaptive-current charging strategy for electric vehicles considering variation of internal resistance of lithium-ion battery. IEEE Trans Power Electron 34(4):3041–3052
2.
go back to reference Xiong R, Cao J, Yu Q, He H, Sun F (2017) Critical review on the battery state of charge estimation methods for electric vehicles. IEEE Access 6:1832–1843 Xiong R, Cao J, Yu Q, He H, Sun F (2017) Critical review on the battery state of charge estimation methods for electric vehicles. IEEE Access 6:1832–1843
3.
go back to reference Arabsalmanabadi B, Tashakor N, Javadi A, Al-Haddad K (2018) Charging techniques in lithium-ion battery charger: review and new solution. In: IECON 2018-44th annual conference of the IEEE industrial electronics society. IEEE, pp 5731–5738 Arabsalmanabadi B, Tashakor N, Javadi A, Al-Haddad K (2018) Charging techniques in lithium-ion battery charger: review and new solution. In: IECON 2018-44th annual conference of the IEEE industrial electronics society. IEEE, pp 5731–5738
4.
go back to reference Hadi A, Said I, Mansor M, Hussain H (2014) Fast charger for Li-ion batteries based on battery temperature. In: 3rd IET international conference on clean energy and technology (CEAT). IET, pp 1–6 Hadi A, Said I, Mansor M, Hussain H (2014) Fast charger for Li-ion batteries based on battery temperature. In: 3rd IET international conference on clean energy and technology (CEAT). IET, pp 1–6
5.
go back to reference Liu PJ, Chien LH (2017) A high-efficiency integrated multimode battery charger with an adaptive supply voltage control scheme. IEEE Trans Power Electron 33(8):6869–6876 Liu PJ, Chien LH (2017) A high-efficiency integrated multimode battery charger with an adaptive supply voltage control scheme. IEEE Trans Power Electron 33(8):6869–6876
6.
go back to reference Rajesh P, Shajin FH, Rajani B, Sharma D (2022) An optimal hybrid control scheme to achieve power quality enhancement in micro grid connected system. Int J Numer Model Electron Netw Devices Fields 35:e3019 Rajesh P, Shajin FH, Rajani B, Sharma D (2022) An optimal hybrid control scheme to achieve power quality enhancement in micro grid connected system. Int J Numer Model Electron Netw Devices Fields 35:e3019
7.
go back to reference Shajin FH, Rajesh P, Raja MR (2022) An efficient VLSI architecture for fast motion estimation exploiting zero motion prejudgment technique and a new quadrant-based search algorithm in HEVC. Circuits Syst Signal Process 41(3):1751–1774 Shajin FH, Rajesh P, Raja MR (2022) An efficient VLSI architecture for fast motion estimation exploiting zero motion prejudgment technique and a new quadrant-based search algorithm in HEVC. Circuits Syst Signal Process 41(3):1751–1774
8.
go back to reference Rajesh P, Shajin FH, Cherukupalli K (2021) An efficient hybrid tunicate swarm algorithm and radial basis function searching technique for maximum power point tracking in wind energy conversion system. J Eng Des Technol Rajesh P, Shajin FH, Cherukupalli K (2021) An efficient hybrid tunicate swarm algorithm and radial basis function searching technique for maximum power point tracking in wind energy conversion system. J Eng Des Technol
9.
go back to reference Shajin FH, Rajesh P, Thilaha S (2020) Bald eagle search optimization algorithm for cluster head selection with prolong lifetime in wireless sensor network. J Soft Comput Eng Appl 1(1):7 Shajin FH, Rajesh P, Thilaha S (2020) Bald eagle search optimization algorithm for cluster head selection with prolong lifetime in wireless sensor network. J Soft Comput Eng Appl 1(1):7
10.
go back to reference Guo J, Guo Q, Liu X, Kang J, Yang B, Xie J, Guan X, Sun J, Yuan Z, Zou X, Wei P (2018) A fast charging system based on charging current dynamic adjustment method. In: 2018 IEEE international symposium on circuits and systems (ISCAS). IEEE, pp 1–5 Guo J, Guo Q, Liu X, Kang J, Yang B, Xie J, Guan X, Sun J, Yuan Z, Zou X, Wei P (2018) A fast charging system based on charging current dynamic adjustment method. In: 2018 IEEE international symposium on circuits and systems (ISCAS). IEEE, pp 1–5
11.
go back to reference Trivedi N, Gujar NS, Sarkar S, Pundir SP (2018) Different fast charging methods and topologies for EV charging. In: 2018 IEEMA engineer infinite conference (eTechNxT). IEEE, pp 1–5 Trivedi N, Gujar NS, Sarkar S, Pundir SP (2018) Different fast charging methods and topologies for EV charging. In: 2018 IEEMA engineer infinite conference (eTechNxT). IEEE, pp 1–5
12.
go back to reference Ye M, Gong H, Xiong R, Mu H (2018) Research on the battery charging strategy with charging and temperature rising control awareness. IEEE Access 6:64193–64201 Ye M, Gong H, Xiong R, Mu H (2018) Research on the battery charging strategy with charging and temperature rising control awareness. IEEE Access 6:64193–64201
13.
go back to reference Vo TT, Chen X, Shen W, Kapoor A (2015) New charging strategy for lithium-ion batteries based on the integration of Taguchi method and state of charge estimation. J Power Sources 273:413–422 Vo TT, Chen X, Shen W, Kapoor A (2015) New charging strategy for lithium-ion batteries based on the integration of Taguchi method and state of charge estimation. J Power Sources 273:413–422
14.
go back to reference Yang J, Xia B, Shang Y, Huang W, Mi CC (2017) Adaptive state-of-charge estimation based on a split battery model for electric vehicle applications. IEEE Trans Veh Technol 66(12):10889–10898 Yang J, Xia B, Shang Y, Huang W, Mi CC (2017) Adaptive state-of-charge estimation based on a split battery model for electric vehicle applications. IEEE Trans Veh Technol 66(12):10889–10898
15.
go back to reference Wang SC, Chen GJ, Liu YH (2018) Adaptive charging strategy with temperature rise mitigation and cycle life extension for Li-ion batteries. CPSS Trans Power Electron Appl 3(3):202–212 Wang SC, Chen GJ, Liu YH (2018) Adaptive charging strategy with temperature rise mitigation and cycle life extension for Li-ion batteries. CPSS Trans Power Electron Appl 3(3):202–212
16.
go back to reference Yilmaz M, Krein PT (2012) Review of battery charger topologies, charging power levels, and infrastructure for plug-in electric and hybrid vehicles. IEEE Trans Power Electron 28(5):2151–2169 Yilmaz M, Krein PT (2012) Review of battery charger topologies, charging power levels, and infrastructure for plug-in electric and hybrid vehicles. IEEE Trans Power Electron 28(5):2151–2169
17.
go back to reference Yan J, Xu G, Qian H, Xu Y (2010) Battery fast charging strategy based on model predictive control. In: 2010 IEEE 72nd vehicular technology conference-fall. IEEE, pp 1–8 Yan J, Xu G, Qian H, Xu Y (2010) Battery fast charging strategy based on model predictive control. In: 2010 IEEE 72nd vehicular technology conference-fall. IEEE, pp 1–8
18.
go back to reference Bauer P, Stembridge N, Doppler J, Kumar P (2010) Battery modeling and fast charging of EV. In: Proceedings of 14th international power electronics and motion control conference EPE-PEMC. IEEE, pp pp. S11–S39 Bauer P, Stembridge N, Doppler J, Kumar P (2010) Battery modeling and fast charging of EV. In: Proceedings of 14th international power electronics and motion control conference EPE-PEMC. IEEE, pp pp. S11–S39
19.
go back to reference Suhara EM, Nandakumar M, Mathew K (2018) Adaptive hysteresis based multifunctional electric vehicle charger with a single feedback loop controller. J Eng 8:714–720 Suhara EM, Nandakumar M, Mathew K (2018) Adaptive hysteresis based multifunctional electric vehicle charger with a single feedback loop controller. J Eng 8:714–720
20.
go back to reference Wang JB, Chuang CY (2007) Design considerations of microprocessor-controlled multiphase battery charger with fast-charging strategy. IET Electr Power Appl 1(2):143–152 Wang JB, Chuang CY (2007) Design considerations of microprocessor-controlled multiphase battery charger with fast-charging strategy. IET Electr Power Appl 1(2):143–152
21.
go back to reference Tomaszewska A, Chu Z, Feng X, O’Kane S, Liu X, Chen J, Ji C, Endler E, Li R, Liu L, Li Y (2019) Lithium-ion battery fast charging: a review. ETransportation 1:100011 Tomaszewska A, Chu Z, Feng X, O’Kane S, Liu X, Chen J, Ji C, Endler E, Li R, Liu L, Li Y (2019) Lithium-ion battery fast charging: a review. ETransportation 1:100011
22.
go back to reference Guo Z, Liaw BY, Qiu X, Gao L, Zhang C (2015) Optimal charging method for lithium ion batteries using a universal voltage protocol accommodating aging. J Power Sources 274:957–964 Guo Z, Liaw BY, Qiu X, Gao L, Zhang C (2015) Optimal charging method for lithium ion batteries using a universal voltage protocol accommodating aging. J Power Sources 274:957–964
23.
go back to reference Dung LR, Chen CE, Yuan HF (2016) A robust, intelligent CC-CV fast charger for aging lithium batteries. In: 2016 IEEE 25th international symposium on industrial electronics (ISIE). IEEE, pp 268–273 Dung LR, Chen CE, Yuan HF (2016) A robust, intelligent CC-CV fast charger for aging lithium batteries. In: 2016 IEEE 25th international symposium on industrial electronics (ISIE). IEEE, pp 268–273
24.
go back to reference Jung YH, Jung JH, Jeong HE, Jung JH, An JS, Ahn HA, Hong SK, Kwon OK (2018) A fast and highly accurate battery charger with accurate built-in resistance detection. IEEE Trans Power Electron 33(12):10051–10054 Jung YH, Jung JH, Jeong HE, Jung JH, An JS, Ahn HA, Hong SK, Kwon OK (2018) A fast and highly accurate battery charger with accurate built-in resistance detection. IEEE Trans Power Electron 33(12):10051–10054
25.
go back to reference Kim W, Lee PY, Kim J, Kim KS (2021) A robust state of charge estimation approach based on nonlinear battery cell model for lithium-ion batteries in electric vehicles. IEEE Trans Veh Technol 70(6):5638–5647MathSciNet Kim W, Lee PY, Kim J, Kim KS (2021) A robust state of charge estimation approach based on nonlinear battery cell model for lithium-ion batteries in electric vehicles. IEEE Trans Veh Technol 70(6):5638–5647MathSciNet
26.
go back to reference Yang R, Xiong R, Shen W (2020) On-board soft short circuit fault diagnosis of lithium-ion battery packs for electric vehicles using extended Kalman filter. CSEE J. Power Energy Syst. 8:258–270 Yang R, Xiong R, Shen W (2020) On-board soft short circuit fault diagnosis of lithium-ion battery packs for electric vehicles using extended Kalman filter. CSEE J. Power Energy Syst. 8:258–270
27.
go back to reference Zhang Z, Jiang L, Zhang L, Huang C (2021) State-of-charge estimation of lithium-ion battery pack by using an adaptive extended Kalman filter for electric vehicles. J Energy Storage 37:102457 Zhang Z, Jiang L, Zhang L, Huang C (2021) State-of-charge estimation of lithium-ion battery pack by using an adaptive extended Kalman filter for electric vehicles. J Energy Storage 37:102457
28.
go back to reference Bašić H, Pandžić H, Miletić M, Pavić I (2020) Experimental testing and evaluation of lithium-ion battery cells for a special-purpose electric vacuum sweeper vehicle. IEEE Access 8:216308–216319 Bašić H, Pandžić H, Miletić M, Pavić I (2020) Experimental testing and evaluation of lithium-ion battery cells for a special-purpose electric vacuum sweeper vehicle. IEEE Access 8:216308–216319
29.
go back to reference Shrivastava P, Soon TK, Idris MY, Mekhilef S, Adnan SB (2021) Combined state of charge and state of energy estimation of lithium-ion battery using dual forgetting factor-based adaptive extended Kalman filter for electric vehicle applications. IEEE Trans Veh Technol 70(2):1200–1215 Shrivastava P, Soon TK, Idris MY, Mekhilef S, Adnan SB (2021) Combined state of charge and state of energy estimation of lithium-ion battery using dual forgetting factor-based adaptive extended Kalman filter for electric vehicle applications. IEEE Trans Veh Technol 70(2):1200–1215
30.
go back to reference Hua Y, Liu X, Zhou S, Huang Y, Ling H, Yang S (2021) Toward sustainable reuse of retired lithium-ion batteries from electric vehicles. Resour Conserv Recycl 168:105249 Hua Y, Liu X, Zhou S, Huang Y, Ling H, Yang S (2021) Toward sustainable reuse of retired lithium-ion batteries from electric vehicles. Resour Conserv Recycl 168:105249
31.
go back to reference Wu J, Cui X, Zhang H, Lin M (2021) Health prognosis with optimized feature selection for lithium-ion battery in electric vehicle applications. IEEE Trans Power Electron 36(11):12646–12655 Wu J, Cui X, Zhang H, Lin M (2021) Health prognosis with optimized feature selection for lithium-ion battery in electric vehicle applications. IEEE Trans Power Electron 36(11):12646–12655
32.
go back to reference Liu PJ, Yen CH (2016) A fast-charging switching-based charger with adaptive hybrid duty cycle control for multiple batteries. IEEE Trans Power Electron 32(3):1975–1983MathSciNet Liu PJ, Yen CH (2016) A fast-charging switching-based charger with adaptive hybrid duty cycle control for multiple batteries. IEEE Trans Power Electron 32(3):1975–1983MathSciNet
33.
go back to reference Sabarimuthu M, Senthilnathan N (2021) Development of fast and hybrid charger for lithium ion batteries in light weight electric vehicles. Int Trans Electr Energy Syst 31(7):e12932 Sabarimuthu M, Senthilnathan N (2021) Development of fast and hybrid charger for lithium ion batteries in light weight electric vehicles. Int Trans Electr Energy Syst 31(7):e12932
34.
go back to reference Patnaik L, Praneeth AV, Williamson SS (2018) A closed-loop constant-temperature constant-voltage charging technique to reduce charge time of lithium-ion batteries. IEEE Trans Ind Electron 66(2):1059–1067 Patnaik L, Praneeth AV, Williamson SS (2018) A closed-loop constant-temperature constant-voltage charging technique to reduce charge time of lithium-ion batteries. IEEE Trans Ind Electron 66(2):1059–1067
35.
go back to reference Kollmeyer PJ, Wootton M, Reimers J, Opila DF, Kurera H, Kadakia M, Gu R, Stiene T, Chemali E, Wood M, Emadi A (2019) Real-time control of a full scale Li-ion battery and Li-ion capacitor hybrid energy storage system for a plug-in hybrid vehicle. IEEE Trans Ind Appl 55(4):4204–4214 Kollmeyer PJ, Wootton M, Reimers J, Opila DF, Kurera H, Kadakia M, Gu R, Stiene T, Chemali E, Wood M, Emadi A (2019) Real-time control of a full scale Li-ion battery and Li-ion capacitor hybrid energy storage system for a plug-in hybrid vehicle. IEEE Trans Ind Appl 55(4):4204–4214
36.
go back to reference dos Santos GS, Grandinetti FJ, Alves RA, de Queiróz Lamas W (2020) Design and simulation of an energy storage system with batteries lead acid and lithium-ion for an electric vehicle: battery vs. conduction cycle efficiency analysis. IEEE Lat Am Trans 18(08):1345–1352 dos Santos GS, Grandinetti FJ, Alves RA, de Queiróz Lamas W (2020) Design and simulation of an energy storage system with batteries lead acid and lithium-ion for an electric vehicle: battery vs. conduction cycle efficiency analysis. IEEE Lat Am Trans 18(08):1345–1352
37.
go back to reference Figenbaum E (2020) Battery electric vehicle fast charging–evidence from the Norwegian market. World Electric Veh J 11(2):38 Figenbaum E (2020) Battery electric vehicle fast charging–evidence from the Norwegian market. World Electric Veh J 11(2):38
38.
go back to reference Jeong S, Jang YJ, Kum D, Lee MS (2018) Charging automation for electric vehicles: is a smaller battery good for the wireless charging electric vehicles? IEEE Trans Autom Sci Eng 16(1):486–497 Jeong S, Jang YJ, Kum D, Lee MS (2018) Charging automation for electric vehicles: is a smaller battery good for the wireless charging electric vehicles? IEEE Trans Autom Sci Eng 16(1):486–497
39.
go back to reference Duan C, Wang C, Li Z, Chen J, Wang S, Snyder A, Jiang C (2018) A solar power-assisted battery balancing system for electric vehicles. IEEE Trans Transp Electrif 4(2):432–443 Duan C, Wang C, Li Z, Chen J, Wang S, Snyder A, Jiang C (2018) A solar power-assisted battery balancing system for electric vehicles. IEEE Trans Transp Electrif 4(2):432–443
40.
go back to reference Moghaddam Z, Ahmad I, Habibi D, Phung QV (2017) Smart charging strategy for electric vehicle charging stations. IEEE Trans Transp Electrif 4(1):76–88 Moghaddam Z, Ahmad I, Habibi D, Phung QV (2017) Smart charging strategy for electric vehicle charging stations. IEEE Trans Transp Electrif 4(1):76–88
41.
go back to reference Choi E, Chang S (2020) A temperature-dependent state of charge estimation method including hysteresis for lithium-ion batteries in hybrid electric vehicles. IEEE Access 8:129857–129868 Choi E, Chang S (2020) A temperature-dependent state of charge estimation method including hysteresis for lithium-ion batteries in hybrid electric vehicles. IEEE Access 8:129857–129868
42.
go back to reference Kim S, Hur J (2020) A probabilistic modeling based on Monte Carlo simulation of wind powered EV charging stations for steady-states security analysis. Energies 13(20):5260 Kim S, Hur J (2020) A probabilistic modeling based on Monte Carlo simulation of wind powered EV charging stations for steady-states security analysis. Energies 13(20):5260
43.
go back to reference Aswin Karthik C, Kalita P, Cui X, Peng X (2020) Thermal management for prevention of failures of lithium ion battery packs in electric vehicles: a review and critical future aspects. Energy Storage 2(3):e137 Aswin Karthik C, Kalita P, Cui X, Peng X (2020) Thermal management for prevention of failures of lithium ion battery packs in electric vehicles: a review and critical future aspects. Energy Storage 2(3):e137
44.
go back to reference Kamran M, Raugei M, Hutchinson A (2021) A dynamic material flow analysis of lithium-ion battery metals for electric vehicles and grid storage in the UK: assessing the impact of shared mobility and end-of-life strategies. Resour Conserv Recycl 167:105412 Kamran M, Raugei M, Hutchinson A (2021) A dynamic material flow analysis of lithium-ion battery metals for electric vehicles and grid storage in the UK: assessing the impact of shared mobility and end-of-life strategies. Resour Conserv Recycl 167:105412
45.
go back to reference Thakur AK, Prabakaran R, Elkadeem MR, Sharshir SW, Arıcı M, Wang C, Zhao W, Hwang JY, Saidur R (2020) A state of art review and future viewpoint on advance cooling techniques for Lithium–ion battery system of electric vehicles. J Energy Storage 32:101771 Thakur AK, Prabakaran R, Elkadeem MR, Sharshir SW, Arıcı M, Wang C, Zhao W, Hwang JY, Saidur R (2020) A state of art review and future viewpoint on advance cooling techniques for Lithium–ion battery system of electric vehicles. J Energy Storage 32:101771
46.
go back to reference Vaideeswaran V, Bhuvanesh S, Devasena M (2019) Battery management systems for electric vehicles using lithium ion batteries. In: 2019 innovations in power and advanced computing technologies (i-PACT), pp 1–9 Vaideeswaran V, Bhuvanesh S, Devasena M (2019) Battery management systems for electric vehicles using lithium ion batteries. In: 2019 innovations in power and advanced computing technologies (i-PACT), pp 1–9
47.
go back to reference Yuan C, Deng Y, Li T, Yang F (2017) Manufacturing energy analysis of lithium ion battery pack for electric vehicles. CIRP Ann 66(1):53–56 Yuan C, Deng Y, Li T, Yang F (2017) Manufacturing energy analysis of lithium ion battery pack for electric vehicles. CIRP Ann 66(1):53–56
48.
go back to reference Akbarzadeh M, Jaguemont J, Kalogiannis T, Karimi D, He J, Jin L, Xie P, Van Mierlo J, Berecibar M (2021) A novel liquid cooling plate concept for thermal management of lithium-ion batteries in electric vehicles. Energy Convers Manag 231:113862 Akbarzadeh M, Jaguemont J, Kalogiannis T, Karimi D, He J, Jin L, Xie P, Van Mierlo J, Berecibar M (2021) A novel liquid cooling plate concept for thermal management of lithium-ion batteries in electric vehicles. Energy Convers Manag 231:113862
49.
go back to reference Chen K, Zhao F, Hao H, Liu Z (2019) Selection of lithium-ion battery technologies for electric vehicles under China’s new energy vehicle credit regulation. Energy Procedia 158:3038–3044 Chen K, Zhao F, Hao H, Liu Z (2019) Selection of lithium-ion battery technologies for electric vehicles under China’s new energy vehicle credit regulation. Energy Procedia 158:3038–3044
50.
go back to reference Aslam S, Sagar RU, Liu Y, Anwar T, Zhang L, Zhang M, Mahmood N, Qiu Y (2019) Graphene decorated polymeric flexible materials for lightweight high areal energy lithium-ion batteries. Appl Mater Today 17:123–129 Aslam S, Sagar RU, Liu Y, Anwar T, Zhang L, Zhang M, Mahmood N, Qiu Y (2019) Graphene decorated polymeric flexible materials for lightweight high areal energy lithium-ion batteries. Appl Mater Today 17:123–129
Metadata
Title
Multi-stage constant current–constant voltage under constant temperature (MSCC-CV-CT) charging technique for lithium-ion batteries in light weight electric vehicles (EVs)
Authors
M. Sabarimuthu
N. Senthilnathan
M. S. Kamalesh
Publication date
03-08-2023
Publisher
Springer Berlin Heidelberg
Published in
Electrical Engineering / Issue 6/2023
Print ISSN: 0948-7921
Electronic ISSN: 1432-0487
DOI
https://doi.org/10.1007/s00202-023-01937-w

Other articles of this Issue 6/2023

Electrical Engineering 6/2023 Go to the issue