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Exploring future environmental impacts of Prussian white sodium-ion battery cells for stationary energy storage using prospective life cycle assessment
Division of Environmental Systems Analysis, Department of Environmental and Energy Sciences, Chalmers University of Technology, Gothenburg, Sweden.ORCID iD: 0000-0002-7833-0849
Division of Environmental Systems Analysis, Department of Environmental and Energy Sciences, Chalmers University of Technology, Gothenburg, Sweden.ORCID iD: 0000-0002-9258-0641
Division of Electrical Power Engineering, Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden.ORCID iD: 0000-0002-7203-6243
Swedish National Road and Transport Research Institute, Society, environment and transport, Environment. Division of Environmental Systems Analysis, Department of Environmental and Energy Sciences, Chalmers University of Technology, Gothenburg, Sweden.ORCID iD: 0000-0002-7455-7341
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2026 (English)In: The International Journal of Life Cycle Assessment, ISSN 0948-3349, E-ISSN 1614-7502, Vol. 31, no 8, article id 141Article in journal (Refereed) Published
Abstract [en]

Purpose

Sodium-ion batteries (SIBs) are a promising emerging rechargeable battery technology. This study explores future cradle-to-gate and cradle-to-grave life cycle environmental impacts of SIB cells used in a stationary battery energy storage system (BESS). The SIB cells contain the commercially viable Prussian white (PW) and hard carbon (HC) as electrode active materials. Their environmental performance is benchmarked against previous results for SIB and lithium-iron-phosphate (LFP) lithium-ion battery (LIB) cells.

Methods

A prospective life cycle assessment (pLCA) is performed. Large-scale production and end-of-life treatment are modeled, and a cell production model specific to HC/PW SIB cells is developed by adjusting a LIB gigafactory model. Foreground system scenarios include different battery cell design choices, gigafactory electricity supply and end-of-life treatment options (incineration and direct recycling). A BESS is modeled in the use phase. Time-explicit inventory modeling of production, use, and end of life is applied. Different background system scenarios are applied, reflecting to different climate policies from the integrated assessment model REMIND.

Results and discussion

Cradle-to-gate results show that improvements in gravimetric energy density and a low-carbon electricity supply to the gigafactory together reduces the environmental impacts considerably. The HC/PW SIB-specific cell production requires less energy (-20%) as compared to a generic SIB cell production. Cradle-to-grave impacts are sensitive to the number of battery cell replacements during BESS operation. Direct recycling can reduce impacts considerably for most impact categories by reducing the need for primary materials. Time-explicit inventory modeling reduces impacts for some impact categories compared to a non-time-explicit modeling. Benchmarking shows that HC/PW SIBs are environmentally competitive compared to other SIB and LFP LIB cells, and even notably better if certain measures, such as increasing the technical performance of the battery cell, are implemented.

Conclusion and recommendations

The results show that cradle-to-gate and cradle-to-grave impacts can be considerably reduced. We recommend SIB cell developers and producers to prioritize increasing the technical performance of the battery cell (gravimetric energy density and cycle life) and supplying the gigafactory with low-carbon electricity, since these factors together have the largest influence on the results. Furthermore, time-explicit inventory modeling of production, use, and end of life has a notable effect on the results. We therefore recommend pLCA practitioners to apply such modeling, especially for long-lived products. 

Place, publisher, year, edition, pages
Springer, 2026. Vol. 31, no 8, article id 141
Keywords [en]
Sodium-ion battery, Next-generation batteries, Battery energy storage system, Prospective life cycle assessment, Direct recycling, REMIND
National Category
Energy Systems
Identifiers
URN: urn:nbn:se:vti:diva-22830DOI: 10.1007/s11367-026-02709-xISI: 001826687000001Scopus ID: 2-s2.0-105045134394OAI: oai:DiVA.org:vti-22830DiVA, id: diva2:2089199
Projects
Livscykelanalys av framtida batterikemier – hög lagringskapacitet utan knappa resurser?/Life cycle assessment of future battery chemistries – high storage capacity without scarce resources?
Funder
Swedish Energy Agency, P2019-90221Available from: 2026-07-31 Created: 2026-07-31 Last updated: 2026-08-07Bibliographically approved

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12345673 of 13
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