Abstract
Although the electrification of the transportation sector is crucial to mitigating climate change and the energy crisis, understanding the carbon footprint and environmental impact of the manufacturing process for the power batteries used in electric vehicles is limited. The carbon footprint and environmental impacts of the manufacturing process of LiCoxNiyMn(1-x-y)O2 (NCM), LiFePO4 (LFP), and LiFePO4 - LiCoxNiyMn(1-x-y)O2 (LFP-NCM) batteries are quantified and compared based on life cycle assessment method. The results show that NCM batteries have the highest carbon footprint (96.2 kg CO2-eq/kWh) among the batteries studied. The carbon footprint of the cathode material and assembly process accounts for more than 60.0% of the NCM manufacturing process. LFP-NCM batteries can reduce the carbon footprint by 3.4% compared to NCM while improving economic efficiency and safety. The mineral resource scarcity of NCM is 12.6% and 75.5% higher than that of LFP-NCM and LFP batteries, respectively. The LFP batteries significantly impact freshwater eutrophication and human carcinogenic toxicity. The environmental impacts of the manufacturing processes of NCM and LFP batteries can be better balanced by LFP-NCM batteries. This study provides a reference for optimizing battery manufacturing processes and promoting low-carbon and sustainable development in the transportation industry.
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References
Zhang, C., Zhao, X., Sacchi, R., You, F.: Trade-off between critical metal requirement and transportation decarbonization in automotive electrification. Nat. Commun. 14(1) (2023). https://doi.org/10.1038/s41467-023-37373-4
Chen, Q., et al.: Investigating carbon foot-print and carbon reduction potential using a cradle-to-cradle LCA approach on lithium-ion batteries for electric vehicles in China. J. Clean. Prod. 369, 133342 (2022). https://doi.org/10.1016/j.jclepro.2022.133342
Lai, X., et al.: Critical review of life cycle assessment of lithium-ion batteries for electric vehicles: a lifespan perspective. eTransportation (2022). https://doi.org/10.1016/j.etran.2022.100169
Lai, X., et al.: Turning waste into wealth: a systematic review on echelon utilization and material recycling of retired lithium-ion batteries. Energy Storage Materials 40, 96–123 (2021). https://doi.org/10.1016/j.ensm.2021.05.010
Lin, B., Wu, W.: The impact of electric vehicle penetration: a recursive dynamic CGE analysis of China. Energy Econ. 94, 105086 (2021). https://doi.org/10.1016/j.eneco.2020.105086
Chen, Q., et al.: Evaluating environmental impacts of different hydrometallurgical recycling technologies of the retired NCM batteries from electric vehicles in China. Available at SSRN 4303305. https://doi.org/10.1016/j.seppur.2023.123277
Yuan, C., et al.: Water-based manufacturing of lithium-ion battery for life cycle impact mitigation. CIRP Ann. Manuf. Technol. 70(1), 25–28 (2021). https://doi.org/10.1016/j.cirp.2021.04.038
Feng, T., Guo, W., Li, Q., Meng, Z., Liang, W.: Life cycle assessment of lithium nickel cobalt manganese oxide batteries and lithium iron phosphate batteries for electric vehicles in China. J. Energy Storage 52, 104767 (2022). https://doi.org/10.1016/j.est.2022.104767
Lopez, S., Akizu-Gardoki, O., Lizundia, E.: Comparative life cycle assessment of high-performance lithium-sulfur battery cathodes. J. Clean. Prod. 282, 124528 (2021). https://doi.org/10.1016/j.jclepro.2020.124528
Wang, F., Deng, Y., Yuan, C.: Life cycle assessment of lithium oxygen battery for electric vehicles. J. Clean. Prod. 264, 121339 (2020). https://doi.org/10.1016/j.jclepro.2020.121339
Hammond, G.P., Hazeldine, T.: Indicative energy technology assessment of advanced rechargeable batteries. Appl. Energy 138, 559–571 (2015). https://doi.org/10.1016/j.apenergy.2014.10.037
Yang, J., Gu, F., Guo, J.F.: Environmental feasibility of secondary use of electric vehicle lithium-ion batteries in communication base stations. Resour. Conserv. Recycl. 156, 104713 (2020). https://doi.org/10.1016/j.resconrec.2020.104713
Liang, Y., et al.: Life cycle assessment of lithium-ion batteries for greenhouse gas emissions. Resour. Conserv. Recycl. 117, 285–293 (2017). https://doi.org/10.1016/j.resconrec.2016.08.028
Wang, G., Jin, B., Wang, M., Sun, Y., Zheng, Y., Su, T.: State of charge estimation for “LiFePO4 - LiCoxNiyMn1-x-yO2” hybrid battery pack. J. Energy Storage 65, 107345 (2023). https://doi.org/10.1016/j.est.2023.107345
Lai, X., et al.: Investigating greenhouse gas emissions and environmental impacts from the production of lithium-ion batteries in China. J. Clean. Prod. 372, 133756 (2022). https://doi.org/10.1016/j.jclepro.2022.133756
Li, P., Xia, X., Guo, J.: A review of the life cycle carbon footprint of electric vehicle batteries. Sep. Purif. Technol. 296, 121389 (2022). https://doi.org/10.1016/j.seppur.2022.121389
Kallitsis, E., Korre, A., Kelsall, G.H.: Life cycle assessment of recycling options for automotive li-ion battery packs. J. Clean. Prod. 371, 133636 (2022). https://doi.org/10.1016/j.jclepro.2022.133636
Wu, H., Hu, Y., Yu, Y., Huang, K., Wang, L.: The environmental footprint of electric vehicle battery packs during the production and use phases with different functional units. Int. J. Life Cycle Assess. 26(1), 97–113 (2020). https://doi.org/10.1007/s11367-020-01836-3
Lai, X., Chen, Q., Gu, H., Han, X., Zheng, Y.: Life cycle assessment of lithium-ion batteries for carbon-peaking and carbon-neutrality: framework, methods, and progress. J. Mech. Eng. 58(22), 3–18 (2022). https://doi.org/10.3901/JME.2022.22.003
Porzio, J., Scown, C.D.: Life-Cycle assessment considerations for batteries and battery materials. Adv. Energy Mater., 2100771 (2021). https://doi.org/10.1002/aenm.202100771
Yu, A., Wei, Y., Chen, W., Peng, N., Peng, L.: Life cycle environmental impacts and carbon emissions: a case study of electric and gasoline vehicles in China. Transp. Res. 65(DEC.), 409–420 (2018). https://doi.org/10.1016/j.trd.2018.09.009
Chen, Q., et al.: Investigating the environmental impacts of different direct material recycling and battery remanufacturing technologies on two types of retired lithium-ion batteries from electric vehicles in China. Sep. Purif. Technol. 308, 122966 (2023). https://doi.org/10.1016/j.seppur.2022.122966
Lai, X., Zhou, L., Zhu, Z., Zheng, Y., Sun, T., Shen, K.: Experimental investigation on the characteristics of coulombic efficiency of lithium-ion batteries considering different influencing factors. Energy 274, 127408 (2023). https://doi.org/10.1016/j.energy.2023.127408
Lai, X., Wang, S., Wang, H., Zheng, Y., Feng, X.: Investigation of thermal runaway propagation characteristics of lithium-ion battery modules under different trigger modes. Int. J. Heat Mass Transf. 171(2021), 121080 (2021). https://doi.org/10.1016/j.ijheatmasstransfer.2021.121080
Pre-sustainability. SimaPro | LCA software for informed change-makers. https://simapro.com/. Accessed 12 May 2023
Degen, F., Schuette, M.: Life cycle assessment of the energy consumption and GHG emissions of state-of-the-art automotive battery cell production. J. Cleaner Prod. (Jan.1), 330 (2022). https://doi.org/10.1016/j.jclepro.2021.129798
Baars, J., Domenech, T., Bleischwitz, R., Melin, H., Heidrich, O.: Circular economy strategies for electric vehicle batteries reduce reliance on raw materials. Nat. Sustain. 4 (2021). https://doi.org/10.1038/s41893-020-00607-0
Weimer, L., Braun, T., Hemdt, A.V.: Design of a systematic value chain for lithium-ion batteries from the raw material perspective. Resour. Policy 64 (2019). https://doi.org/10.1016/j.resourpol.2019.101473
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This research is supported National Natural Science Foundation of China (NSFC) under Grant numbers 51977131, 52277222, and 52277223.
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Chen, Q. et al. (2023). Comparative Carbon Footprint and Environmental Impacts of LiFePO4 - LiCoxNiyMn(1-x-y)O2 Hybrid Batteries Manufacturing. In: Yang, H., et al. Intelligent Robotics and Applications. ICIRA 2023. Lecture Notes in Computer Science(), vol 14274. Springer, Singapore. https://doi.org/10.1007/978-981-99-6501-4_38
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