Life Cycle Assessment of Graphite, Silicon Composite, and Silicon‐Dominant Anodes for Lithium‐Ion Batteries: Environmental Impacts, Uncertainties, and Supply Chain Considerations

ABSTRACT Lithium‐ion batteries (LIBs) are essential for applications from portable devices to electric vehicles, where higher specific energy and energy density drive innovation. As cathode research moves toward cobalt‐free formulations, anode development focuses on incorporating silicon into graphite. Although silicon production is more energy‐intensive than synthetic graphite, its superior theoretical capacity (4200 vs. 372 mAh g −1 ) reduces the material demand for equivalent electrochemical performance. This study assessed the environmental impacts of producing and testing three anode types, graphite (benchmark, ∼350 mAh g −1 ), silicon composite (10% Si, ∼400 mAh g −1 ), and silicon‐dominant (80% Si, capacity limited at ∼1000 mAh g −1 ) using Life Cycle Assessment (LCA) at laboratory scale. Results indicated that introducing silicon leads to lower impacts under the investigated conditions across most of the 18 midpoint categories of ReCiPe 2016 (H). Regarding the carbon footprint, CO 2 emissions decreased by about 40% (from 1.33 to 0.79 kg CO 2 ‐Eq) for the silicon composite and up to 97% (0.04 kg CO 2 ‐Eq) for the silicon‐dominant electrode. Sensitivity analysis highlighted the importance of supply‐chain conditions: adopting a European electricity mix and shorter transport distances led to additional reductions even at gram‐scale production. Overall, integrating silicon and optimizing regional supply chains promoted more sustainable LIB production.

Authors

Institutions

Publication Details

Journal
Advanced Sustainable Systems
Published
2026-02-01
DOI
https://doi.org/10.1002/adsu.202501576
Primary Topic
Extraction and Separation Processes
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Life Cycle Assessment of Graphite, Silicon Composite, and Silicon‐Dominant Anodes for Lithium‐Ion Batteries: Environmental Impacts, Uncertainties, and Supply Chain Considerations

Silvia Bodoardo, Daniele Versaci, Elisa Ravesio, Laura Genovese et al.
Advanced Sustainable Systems
Extraction and Separation Processes
article

Life Cycle Assessment of Graphite, Silicon Composite, and Silicon‐Dominant Anodes for Lithium‐Ion Batteries: Environmental Impacts, Uncertainties, and Supply Chain Considerations

Silvia Bodoardo, Daniele Versaci, Elisa Ravesio, Laura Genovese, Valentina Sumini
article en

Abstract

ABSTRACT Lithium‐ion batteries (LIBs) are essential for applications from portable devices to electric vehicles, where higher specific energy and energy density drive innovation. As cathode research moves toward cobalt‐free formulations, anode development focuses on incorporating silicon into graphite. Although silicon production is more energy‐intensive than synthetic graphite, its superior theoretical capacity (4200 vs. 372 mAh g −1 ) reduces the material demand for equivalent electrochemical performance. This study assessed the environmental impacts of producing and testing three anode types, graphite (benchmark, ∼350 mAh g −1 ), silicon composite (10% Si, ∼400 mAh g −1 ), and silicon‐dominant (80% Si, capacity limited at ∼1000 mAh g −1 ) using Life Cycle Assessment (LCA) at laboratory scale. Results indicated that introducing silicon leads to lower impacts under the investigated conditions across most of the 18 midpoint categories of ReCiPe 2016 (H). Regarding the carbon footprint, CO 2 emissions decreased by about 40% (from 1.33 to 0.79 kg CO 2 ‐Eq) for the silicon composite and up to 97% (0.04 kg CO 2 ‐Eq) for the silicon‐dominant electrode. Sensitivity analysis highlighted the importance of supply‐chain conditions: adopting a European electricity mix and shorter transport distances led to additional reductions even at gram‐scale production. Overall, integrating silicon and optimizing regional supply chains promoted more sustainable LIB production.

Advanced Sustainable SystemsVol. 10(2)
Politecnico di Torino (IT), Coesia (Italy) (IT)
Politecnico di Torino
Responsible consumption and production
Openalex Percentile: Top 51%
Extraction and Separation Processes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Life Cycle Assessment of Graphite, Silicon Composite, and Silicon‐Dominant Anodes for Lithium‐Ion Batteries: Environmental Impacts, Uncertainties, and Supply Chain Considerations — Silvia Bodoardo, Daniele Versaci, et al. · Advanced Sustainable Systems (2026) | TGRS Research Map | TGRS