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Research on the utilization of ultra-long carbon nanotubes in lithium-ion batteries based on an environment-friendly society

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Abstract

To build an environment-friendly society, clean transportation systems, and renewable energy sources play essential roles. It is critical to improve the lifetime mileage of electric vehicles’ batteries for reducing the cycle life cost and carbon footprint in green transportation. In this paper, a long-life lithium-ion battery is achieved by using ultra-long carbon nanotubes (UCNTs) as a conductive agent with relatively low content (up to 0.2% wt.%) in the electrode. Ultra-long CNT could realize longer conductive path crossing active material bulks in the electrode. Meanwhile, the low content of UCNTs can help to minimize conductive agent content in electrodes and obtain higher energy density. The film resistance and electrochemical impedance spectroscopy (EIS) confirmed that the use of UCNTs could markedly enhance electronic conductivity in the battery. The battery’s life and life mileage can be prolonged by almost half due to the superior electronic conductivity of UCNTs. The life cycle cost and carbon footprint are also significantly reduced, which could markedly increase economic and environmental performance.

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The data used and obtained during the study will be available from the corresponding author on reasonable request.

References

  • Andre D, Meiler M, Steiner K, Wimmer C, Soczka-Guth T, Sauer DU (2011) Characterization of high-power lithium-ion batteries by electrochemical impedance spectroscopy. I. Experimental investigation. J Power Sources 196:5334–5341

    CAS  Google Scholar 

  • Bagyalakshmi S, Sivakami A, Pal K, Sarankumar R, Mahendran C (2022) Manufacturing of electrochemical sensors via carbon nanomaterials novel applications: a systematic review. J Nanopart Res 24:201

    CAS  Google Scholar 

  • Bard AJ, Inzelt G,  Scholz F (2008) Electrochemical dictionary. Springer, Berlin, Heidelberg

  • Barhoum A, Pal K, Rahier H, Uludag H, Kim IS, Bechelany M (2019) Nanofibers as new-generation materials: From spinning and nano-spinning fabrication techniques to emerging applications. Appl Mater Today 17:1–35

    Google Scholar 

  • Bloomberg NEF (2022) Electric vehicle outlook 2022. https://about.bnef.com/electric-vehicle-outlook/. Accessed 11 Mar 2023

  • Bockholt H, Haselrieder W, Kwade A (2016a) Intensive powder mixing for dry dispersing of carbon black and its relevance for lithium-ion battery cathodes. Powder Technol 297:266–274

    CAS  Google Scholar 

  • Bockholt H, Indrikova M, Netz A, Golks F, Kwade A (2016b) The interaction of consecutive process steps in the manufacturing of lithium-ion battery electrodes with regard to structural and electrochemical properties. J Power Sources 325:140–151

    CAS  Google Scholar 

  • Cerbelaud M, Lestriez B, Videcoq A, Ferrando R, Guyomard D (2015) Understanding the structure of electrodes in Li-ion batteries: a numerical study. J Electrochem Soc 162:A1485–A1492

    CAS  Google Scholar 

  • Chang C, Wu YT, Jiang JC, Jiang Y, Tian AN, Li TY, Gao Y (2022) Prognostics of the state of health for lithium-ion battery packs in energy storage applications. Energy 239:122189

    CAS  Google Scholar 

  • Choi D, Shamim N, Crawford A, Huang Q, Vartanian CK, Viswanathan VV, Paiss MD, Alam MJE, Reed DM, Sprenkle VL (2021) Li-ion battery technology for grid application. J Power Sources 511:230419

    CAS  Google Scholar 

  • Cwirzen A, Habermehl-Cwirzen K, Penttala V (2008) Surface decoration of carbon nanotubes and mechanical properties of cement/carbon nanotube composites. Adv Cem Res 20:65–73

    CAS  Google Scholar 

  • Del Duce A, Gauch M, Althaus H-J (2016) Electric passenger car transport and passenger car life cycle inventories in ecoinvent version 3. Int J Life Cycle Assess 21:1314–1326

    Google Scholar 

  • Díez-Pascual AM, Rahdar A (2021) Composites of vegetable oil-based polymers and carbon nanomaterials. Macromol 1:276–292

    Google Scholar 

  • DOE Idaho National Engineering & Environmental Laboratory: Idaho Falls (2003) FreedomCAR battery test manual for power-assist hybrid electric vehicles; Technical Report DOE/ID-11069

  • Dresselhaus MS, Dresselhaus G, Saito R, Jorio A (2005) Raman spectroscopy of carbon nanotubes. Phys Rep 409:47–99

  • Dubarry M, Tun M, Baure G, Matsuura M, Rocheleau RE (2021) Battery durability and reliability under electric utility grid operations: analysis of on-site reference tests. Electronics 10:1593

    CAS  Google Scholar 

  • Dunn B, Kamath H, Tarascon J-M (2011) Electrical energy storage for the grid: a battery of choices. Science 334:928–935

    CAS  Google Scholar 

  • Ebbesen TW, Lezec HJ, Hiura H, Bennett JW, Ghaemi HF, Thio T (1996) Electrical conductivity of individual carbon nanotubes. Nature 382:54–56

    CAS  Google Scholar 

  • Feng Z, Huang X, Ranjusha R, Tang Y, Peng Z, Wang H (2019) Enhanced electrochemical properties of LiNi0.8Co0.1Mn0.1O2 at elevated temperature by simultaneous structure and interface regulating. J Electrochem Soc 166:A1439–A1448

    CAS  Google Scholar 

  • FleetNews (n. d.) Car running costs over 4 years and 80,000 miles. https://www.fleetnews.co.uk/car-running-costs-calculator?p=52&Years=4&Miles=80000&Manufacturer=bmw&SortBy. Accessed 11 Mar 2023

  • Gomez J, Nelson R, Kalu EE, Weatherspoon MH, Zheng JP (2011) Equivalent circuit model parameters of a high-power Li-ion battery: thermal and state of charge effects. J Power Sources 196:4826–4831

    CAS  Google Scholar 

  • Hall DS, Gauthier R, Eldesoky A, Murray VS, Dahn JR (2019) New chemical insights into the beneficial role of Al2O3 cathode coatings in lithium-ion cells. ACS Appl Mater Interfaces 11:14095–14100

    CAS  Google Scholar 

  • Harris SJ, Lu P (2013) Effects of inhomogeneities-nanoscale to mesoscale-on the durability of Li-ion batteries. J Phys Chem C 117:6481–6492

    CAS  Google Scholar 

  • Iijima S (1991) Helical microtubules of graphitic carbon. Nature 354:56–58

    CAS  Google Scholar 

  • Jensen SH, Engelbrecht K, Bernuy-Lopez C (2012) Measurements of electric performance and impedance of a 75 Ah NMC lithium battery module. J Electrochem Soc 159:A791–A797

    CAS  Google Scholar 

  • Jeong T, Kim W-Y, Hahn Y-B (2001) A new purification method of single-wall carbon nanotubes using H2S and O2 mixture gas. Chem Phys Lett 344:18–22

    CAS  Google Scholar 

  • Jiang K, Wang J, Li Q, Liu L, Liu C, Fan S (2011) Superaligned carbon nanotube arrays, films, and yarns: a road to applications. Adv Mater 23:1154–1161

    CAS  Google Scholar 

  • Jorio A, Saito R (2021): Raman spectroscopy for carbon nanotube applications. J Appl Phys 129:021102

  • Kallitsis E, Korre A, Kelsall G, Kupfersberger M, Nie Z (2020) Environmental life cycle assessment of the production in China of lithium-ion batteries with nickel-cobalt-manganese cathodes utilising novel electrode chemistries. J Clean Prod 254:120067

    CAS  Google Scholar 

  • Kalogiannis T, Hosen MS, Sokkeh MA, Goutam S, Jaguemont J, ** L, Qiao G, Berecibar M, Van Mierlo J (2019) Comparative study on parameter identification methods for dual-polarization lithium-ion equivalent circuit model. Energies 12:35

    Google Scholar 

  • Lander L, Kallitsis E, Hales A, Edge JS, Korre A, Offer G (2021) Cost and carbon footprint reduction of electric vehicle lithium-ion batteries through efficient thermal management. Appl Energy 289:10

    Google Scholar 

  • Lee J-H, Kim G-S, Choi Y-M, Park WI, Rogers JA, Paik U (2008) Comparison of multiwalled carbon nanotubes and carbon black as percolative paths in aqueous-based natural graphite negative electrodes with high-rate capability for lithium-ion batteries. J Power Sources 184:308–311

    CAS  Google Scholar 

  • Levi MD, Gamolsky K, Aurbach D, Heider U, Oesten R (2000) On electrochemical impedance measurements of LixCo0.2Ni0.8O2 and LixNiO2 intercalation electrodes. Electrochim Acta 45:1781–1789

    CAS  Google Scholar 

  • Li X, Zhao X, Xue D, Tian Q (2022) Impact of regional temperature on the adoption of electric vehicles: an empirical study based on 20 provinces in China. Environ Sci Pollut Res 30:11443–11457

    Google Scholar 

  • Liang L, Zhang W, Zhao F, Denis DK, Zaman Fu, Hou L, Yuan C (2020) Surface/interface structure degradation of Ni-rich layered oxide cathodes toward lithium-ion batteries: fundamental mechanisms and remedying strategies. Adv Mater Interfaces 7:1901749

    CAS  Google Scholar 

  • Liao L, Zuo P, Ma Y, Chen X, An Y, Gao Y, Yin G (2012) Effects of temperature on charge/discharge behaviors of LiFePO4 cathode for Li-ion batteries. Electrochim Acta 60:269–273

    CAS  Google Scholar 

  • Lin Q, Harb JN (2004) Implementation of a thick-film composite Li-ion microcathode using carbon nanotubes as the conductive filler. J Electrochem Soc 151:A1115

    CAS  Google Scholar 

  • Liu A, Phattharasupakun N, Cormier MME, Zsoldos E, Zhang N, Lyle E, Arab P, Sawangphruk M, Dahn JR (2021a) Factors that affect capacity in the low voltage kinetic hindrance region of Ni-rich positive electrode materials and diffusion measurements from a reinvented approach. J Electrochem Soc 168:070503

  • Liu B, Sun X, Liao Z, Lu X, Zhang L, Hao G-P (2021b) Nitrogen and boron doped carbon layer coated multiwall carbon nanotubes as high performance anode materials for lithium ion batteries. Sci Rep 11:5633

    CAS  Google Scholar 

  • Mahesh M, Bhaskar DV, Jisha RK, Krishan R, Gnanadass R (2021) Lifetime estimation of grid connected LiFePO4 battery energy storage systems. Electr Eng 104:67–81

    Google Scholar 

  • Manchala S, Pal K, Shanker V (2021) A facile soft-template synthetic approach of surface integrated nitrogen-rich carbon nanospheres for light-weight supercapacitors. J Mol Struct 1229:129788

    CAS  Google Scholar 

  • Mazumder MA, Chowdhury IR, Chowdhury S, Al-Ahmed A (2022) Removal of Pb2+ from water using the carbon nanotube-g-poly[(sodium methacrylate)-co-2-(methacryloyloxy)ethyl acetoacetate]: experimental investigation and modeling. Environ Sci Pollut Res 29:54432–54447

    CAS  Google Scholar 

  • Moreno-Brieva F, Merino-Moreno C (2021) Technology generation of lithium batteries in leading countries. Environ Sci Pollut Res 28:28367–28380

    CAS  Google Scholar 

  • Noura M, Rahdar A, Taimoory SM, Hayward JJ, Sadraei SI, Trant JF (2020) A theoretical first principles computational investigation into the potential of aluminum-doped boron nitride nanotubes for hydrogen storage. Int J Hydrogen Energy 45:11176–11189

    CAS  Google Scholar 

  • Pal K, Si A, El-Sayyad GS, Elkodous MA, Kumar R, El-Batal AI, Kralj S, Thomas S (2021) Cutting edge development on graphene derivatives modified by liquid crystal and CdS/TiO2 hybrid matrix: optoelectronics and biotechnological aspects. Crit Rev Solid State Mater Sci 46:385–449

    CAS  Google Scholar 

  • Pal K, Asthana N, Aljabali AA, Bhardwaj SK, Kralj S, Penkova A, Thomas S, Zaheer T, Gomes de Souza F (2022) A critical review on multifunctional smart materials ‘nanographene’ emerging avenue: nano-imaging and biosensor applications. Crit Rev Solid State Mater Sci 47:691–707

    CAS  Google Scholar 

  • Park JH, Lee S-Y, Kim JH, Ahn S, Park J-S, Jeong YU (2010) Effect of conducting additives on the properties of composite cathodes for lithium-ion batteries. J Solid State Electrochem 14:593–597

    CAS  Google Scholar 

  • Peterson SW, Wheeler DR (2014) Direct measurements of effective electronic transport in porous Li-ion electrodes. J Electrochem Soc 161:A2175–A2181

    CAS  Google Scholar 

  • Pourmadadi M, Rajabzadeh-Khosroshahi M, Tabar FS, Ajalli N, Samadi A, Yazdani M, Yazdian F, Rahdar A, Diez-Pascual AM (2022) Two-dimensional graphitic carbon nitride (g-C3N4) nanosheets and their derivatives for diagnosis and detection applications. J Funct Biomater 13:204

    CAS  Google Scholar 

  • Pourmadadi M, Rahmani E, Eshaghi MM, Shamsabadipour A, Ghotekar S, Rahdar A, Romanholo Ferreira LF (2023a) Graphitic carbon nitride (g-C3N4) synthesis methods, surface functionalization, and drug delivery applications: a review. J Drug Deliv Sci Technol 79:104001

    CAS  Google Scholar 

  • Pourmadadi M, Rahmani E, Rajabzadeh-Khosroshahi M, Samadi A, Behzadmehr R, Rahdar A, Ferreira LFR (2023b) Properties and application of carbon quantum dots (CQDs) in biosensors for disease detection: a comprehensive review. J Drug Deliv Sci Technol 80:104156

    CAS  Google Scholar 

  • Qiao YQ, Tu JP, Mai YJ, Cheng LJ, Wang XL, Gu CD (2011) Enhanced electrochemical performances of multi-walled carbon nanotubes modified Li3V2(PO4)3/C cathode material for lithium-ion batteries. J Alloy Compd 509:7181–7185

    CAS  Google Scholar 

  • Qiu XY, Zhuang QC, Zhang QQ, Cao R, Qiang YH, Ying PZ, Sun SG (2012) Investigation of layered LiNi1/3Co1/3Mn1/3O2 cathode of lithium ion battery by electrochemical impedance spectroscopy. J Electroanal Chem 687:35–44

    CAS  Google Scholar 

  • Rodrigues S, Munichandraiah N, Shukla AK (1999) AC impedance and state-of-charge analysis of a sealed lithium-ion rechargeable battery. J Solid State Electrochem 3:397–405

    CAS  Google Scholar 

  • Sakamoto JS, Dunn B (2002) Vanadium oxide-carbon nanotube composite electrodes for use in secondary lithium batteries. J Electrochem Soc 149:A26–A30

    CAS  Google Scholar 

  • Seman RNAR, Azam MA, Mohamad AA (2017) Systematic gap analysis of carbon nanotube-based lithium-ion batteries and electrochemical capacitors. Renew Sustain Energy Rev 75:644–659

    CAS  Google Scholar 

  • Shi ZY, Rao L, Wang PF, Zhang LX (2022) The photocatalytic activity and purification performance of g-C3N4/carbon nanotubes composite photocatalyst in underwater environment. Environ Sci Pollut Res 29:83981–83992

    CAS  Google Scholar 

  • Si A, Pal K, Kralj S, El-Sayyad GS, de Souza FG, Narayanan T (2020) Sustainable preparation of gold nanoparticles via green chemistry approach for biogenic applications. Mater Today Chem 17:100327

    CAS  Google Scholar 

  • Si A, Kyzas GZ, Pal K, de Souza Jr FG (2021) Graphene functionalized hybrid nanomaterials for industrial-scale applications: a systematic review. J Mol Struct 1239:130518

    CAS  Google Scholar 

  • Song H, Wang S, Song X, Yang H, Du G, Yu L, Xu J, He P, Zhou H, Chen K (2018) A bottom-up synthetic hierarchical buffer structure of copper silicon nanowire hybrids as ultra-stable and high-rate lithium-ion battery anodes. J Mater Chem A 6:7877–7886

    CAS  Google Scholar 

  • Soren S, Chakroborty S, Pal K (2022) Enhanced in tunning of photochemical and electrochemical responses of inorganic metal oxide nanoparticles via rGO frameworks (MO/rGO): A comprehensive review. Mater Sci Eng, B 278:115632

    CAS  Google Scholar 

  • Sotowa C, Origi G, Takeuchi M, Nishimura Y, Takeuchi K, Jang IY, Kim YJ, Hayashi T, Kim YA, Endo M, Dresselhaus MS (2008) The reinforcing effect of combined carbon nanotubes and acetylene blacks on the positive electrode of lithium-ion batteries. Chemsuschem 1:911–915

    CAS  Google Scholar 

  • Tan XX, Peng WJ, Luo G, Xu ZW, You BZ, Lu XB, Chen N, Wang JX (2022) Chemical and structural evolution during solid-state synthesis of cobalt-free nickel-rich layered oxide cathode. Mater Today Energy 29:101114

    CAS  Google Scholar 

  • Treacy MMJ, Ebbesen TW, Gibson JM (1996) Exceptionally high Young’s modulus observed for individual carbon nanotubes. Nature 381:678–680

    CAS  Google Scholar 

  • Varzi A, Täubert C, Wohlfahrt-Mehrens M, Kreis M, Schütz W (2011) Study of multi-walled carbon nanotubes for lithium-ion battery electrodes. J Power Sources 196:3303–3309

    CAS  Google Scholar 

  • Ven AVD, Ceder G (2001) Lithium diffusion mechanisms in layered intercalation compounds. J Power Sources 97:529–531

    Google Scholar 

  • Wei T, Wu J, Chen S (2021) Kee** track of greenhouse gas emission reduction progress and targets in 167 cities worldwide. Front Sustain Cities 3:1–13

    Google Scholar 

  • Westphal BG, Mainusch N, Meyer C, Haselrieder W, Indrikova M, Titscher P, Bockholt H, Viöl W, Kwade A (2017) Influence of high intensive dry mixing and calendering on relative electrode resistivity determined via an advanced two point approach. J Energy Storage 11:76–85

    Google Scholar 

  • Wu Q, Tambunlertchai K, Pornchaiwiseskul P (2021) Examining the impact and influencing channels of carbon emission trading pilot markets in China. Sustainability 13:1–18

    Google Scholar 

  • Yu M-F, Lourie O, Dyer MJ, Moloni K, Kelly TF, Ruoff RS (2000) Strength and breaking mechanism of multiwalled carbon nanotubes under tensile load. Science 287:637

    CAS  Google Scholar 

  • Zeng Z, Liu X, Jiang X, Liu Z, Peng Z, Feng X, Chen W, **a D, Ai X, Yang H, Cao Y (2020) Enabling an intrinsically safe and high-energy-density 4.5 V-class Li-ion battery with nonflammable electrolyte. InfoMat 2:984–992

    CAS  Google Scholar 

  • Zhang RQ, Wang JX, Yan GC, Peng WJ, Guo HJ, Wang ZX, Li XH, Gui WH, Chen N (2019) Enhancing the electrochemical and storage performance of Ni-based cathode materials by introducing spinel pillaring layer for lithium ion batteries. Solid State Ionics 332:41–46

    CAS  Google Scholar 

  • Zhang YL, Nguyen RT, Liaw B (2021) Status and gap in rechargeable lithium battery supply chain: importance of quantitative failure analysis. Proc IEEE 109:1029–1038

    CAS  Google Scholar 

  • Zhang T, Qiu D, Hou Y (2022a) Free-standing and consecutive ZnSe@carbon nanofibers architectures as ultra-long lifespan anode for flexible lithium-ion batteries. Nano Energy 94:106909

    CAS  Google Scholar 

  • Zhang X, Li Z, Luo L, Fan Y, Du Z (2022b) A review on thermal management of lithium-ion batteries for electric vehicles. Energy 238:121652

    CAS  Google Scholar 

  • Zhang HL, Zhang JJ (2021) An overview of modification strategies to improve LiNi0.8Co0.1Mn0.1O2 (NCM811) cathode performance for automotive lithium-ion batteries. eTransportation 7:100105

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Funding

This research was supported by Scientific Research Fund of Hunan Provincial Education Department (22A0724 and 22B1109), Hunan Province Social Science Project (21YBA265) and Changsha Natural Science Foundation Project (kq2208242).

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Contributions

Xuanyu Yang: conceptualization; writing—original draft preparation; writing—review and editing; funding acquisition. Ziling **e: conceptualization; writing—original draft preparation; methodology; writing—review and editing; formal analysis. **bin Lu: formal analysis; investigation; writing—review and editing; funding acquisition, Min Wei: funding acquisition. **nxin Tan: investigation; resources. Haihua Ling: conceptualization; resources; writing—review and editing; project administration. Ying Li: project administration. All authors have read and agreed to the published version of the manuscript.

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Correspondence to Haihua Ling.

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Highlights

• Ultra-long CNT is utilized as a conductive agent to realize long conductive path crossing active material bulks in the electrode.

• By a very small amount of ultra-long CNT, cathode film resistance, electrochemical impedance, and direct current resistance all markedly decrease.

• Excellent power capability and long life of LIB can be achieved by 0.2% ultra-CNT.

• By applying ultra-CNT, the life cycle cost and carbon footprint of LB would significantly decrease.

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Yang, X., **e, Z., Lu, X. et al. Research on the utilization of ultra-long carbon nanotubes in lithium-ion batteries based on an environment-friendly society. Environ Sci Pollut Res 30, 56003–56015 (2023). https://doi.org/10.1007/s11356-023-26309-6

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