How quickly can sodium-ion learn? Assessing scenarios for techno-economic competitiveness against lithium-ion batteries
Adrian Yao, Sally M. Benson, William C. Chueh

TL;DR
This study models the future cost competitiveness of sodium-ion batteries against lithium-ion, considering technological, economic, and supply chain factors, and finds potential for early 2030s market entry if R&D progresses well.
Contribution
It introduces a comprehensive modeling framework that assesses sodium-ion battery competitiveness considering multiple scenarios and supply chain constraints.
Findings
Sodium-ion batteries could become cost-competitive with lithium-ion in the early 2030s.
Supply chain dynamics of critical minerals significantly influence timelines.
Increasing energy density in sodium-ion batteries is highly effective for competitiveness.
Abstract
Sodium-ion batteries have garnered significant attention as a potentially low-cost alternative to lithium-ion batteries, which have experienced supply shortages and pricing volatility of key minerals. Here we assess their techno-economic competitiveness against incumbent lithium-ion batteries using a modeling framework incorporating componential learning curves constrained by minerals prices and engineering design floors. We compare projected sodium-ion and lithium-ion price trends across over 6,000 scenarios while varying Na-ion technology development roadmaps, supply chain scenarios, market penetration, and learning rates. Assuming substantial progress can be made along technology roadmaps via targeted R&D, we identify many sodium-ion pathways that might reach cost-competitiveness with low-cost lithium-ion variants in the early 2030s. Additionally, we show timelines are highly…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsExtraction and Separation Processes · Economic Growth and Productivity · Intellectual Property and Patents
