← Latest papers
⚡ electrical engineering

Cost, volumetric energy density, and fast-charging projections of Na-ion and Li-ion batteries from a European perspective

This study employs a multi-objective optimization framework to demonstrate that while European-manufactured Na-ion batteries can achieve cost parity with LiFePO4 batteries, they currently lag in volumetric energy density and charging speed, necessitating further material cost reductions or significant lithium price increases to become competitively superior, all while facing an 18–27% cost premium for domestic production compared to Chinese imports.

Original authors: Jonas Sprengelmeyer, Soeren Dreyer, Marcel Weil, Werner Bauer, Helmut Ehrenberg

Published 2026-08-31
📖 7 min read🧠 Deep dive

Original authors: Jonas Sprengelmeyer, Soeren Dreyer, Marcel Weil, Werner Bauer, Helmut Ehrenberg

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

The electric vehicles that are slowly reshaping our roads rely on a single, critical component: the battery. For over a decade, the industry has been dominated by lithium-ion batteries, which store energy in cells made of specific metals like lithium, cobalt, and nickel. These batteries are powerful and efficient, but they depend on materials that are expensive and sometimes difficult to source. As the world looks to electrify more of its transport, scientists and engineers have begun searching for a backup plan. One promising alternative is the sodium-ion battery. Instead of using rare lithium, these cells use sodium, a common element found in salt, paired with other abundant metals like iron and manganese. The idea is that if we can build batteries from materials that are everywhere and cheap, we might be able to power our cars for less money. However, just because a material is cheap does not mean the final product will be better. The real test lies in whether these new batteries can store enough energy to drive a car a long distance and charge quickly enough to fit into a busy life, all while costing less than the lithium versions they hope to replace.

A team of researchers from Volkswagen and the Karlsruhe Institute of Technology in Germany decided to put this question to the test with a rigorous, computer-based investigation. They did not build a single physical battery in a lab; instead, they constructed a detailed digital model of the entire manufacturing process. They simulated the creation of nearly 4,500 different battery cell designs, mixing and matching various materials and production methods to see how they would perform in the real world. Their goal was to find the perfect balance between three competing factors: how much it costs to make the battery, how much energy it can hold in a given space, and how fast it can be recharged. They focused specifically on two types of batteries: the current standard, which uses a lithium-based material called LFP, and the emerging challenger, the sodium-ion battery, which uses a layered metal oxide and a hard carbon material for its negative side.

The researchers ran their simulations across three different production scenarios to understand how geography affects the outcome. They modeled a scenario where everything is made in China, a scenario where the raw materials come from China but the final assembly happens in Europe, and a scenario where the entire supply chain is built within Europe. This approach was crucial because the cost of energy, labor, and raw materials varies significantly between these regions. The results painted a clear, if somewhat complicated, picture. The simulations showed that sodium-ion batteries can indeed be made to cost the same as the best lithium-ion batteries, but only if the price of lithium carbonate rises significantly or if the sodium batteries undergo further improvements. In the current market, where lithium prices have dropped, the sodium batteries do not hold a natural cost advantage.

When the researchers looked at the physical performance of these simulated cells, a trade-off became unavoidable. To make the sodium-ion batteries cheap enough to compete, the design had to sacrifice space and speed. The sodium cells were able to match the cost of their lithium rivals, but they could not pack as much energy into the same volume. This means a car using these batteries would either be heavier or have a shorter driving range for the same size battery pack. Furthermore, the charging times were longer. The material used for the negative side of the sodium battery, known as hard carbon, has a structure that makes it harder for ions to move through quickly compared to the graphite used in lithium batteries. This creates a bottleneck during fast charging, forcing the battery to charge more slowly to avoid damage. The study found that even with advanced designs, the sodium batteries struggled to reach the fast-charging speeds that modern electric vehicle drivers expect.

The location of production played a massive role in the final numbers. The most affordable option in every simulation was to manufacture the entire supply chain in China and import the finished cells to Europe. Moving the final assembly of the battery cells to Europe, while still importing the raw materials, increased the cost by about ten to fourteen percent. If Europe were to try to build a completely independent supply chain, sourcing and processing all materials locally, the cost would jump by nearly twenty-five percent. This high cost is driven by the higher prices for energy and labor in Europe, as well as the lack of an established industrial network for these specific materials. The study suggests that for Europe to compete on cost with Chinese imports, it would need to accept higher prices or find a way to drastically reduce its own production expenses.

The researchers also looked closely at the materials themselves to find where the money was being spent. They discovered that the hard carbon used in the sodium batteries is currently a major cost driver. While often touted as a cheap alternative to graphite, the specific types of hard carbon used in these simulations, often derived from coconut shells imported from Southeast Asia, are expensive to process and purify. The simulations indicated that unless Europe or China can develop large-scale, local production of hard carbon from cheaper, domestic sources like wood waste or bamboo, the cost advantage of sodium batteries will remain elusive. Additionally, the positive side of the sodium battery uses nickel, a metal that is subject to the same price volatility as the lithium in traditional batteries. This means that the promise of sodium batteries being immune to raw material price swings is not entirely true; they simply swap one expensive metal for another.

Despite these hurdles, the study does not rule out the future of sodium-ion technology. The simulations showed that if the price of lithium were to rise again to levels seen in previous years, sodium batteries would immediately become the cheaper option. Furthermore, the researchers identified that improving the energy density of the sodium cells—making them store more power in less space—would make them much more competitive, especially in European factories where production costs are high. The study suggests that Europe could potentially gain a foothold in this technology by leveraging its existing expertise in manufacturing other types of batteries and adapting those lines for sodium-ion production. However, this path requires significant investment and a willingness to accept that the technology is not yet a perfect drop-in replacement for the current lithium standard.

Ultimately, the work provides a realistic roadmap for the next decade of battery development. It confirms that while sodium-ion batteries are a viable and necessary part of the future energy mix, they are not a magic solution that will instantly lower costs or improve performance. They are a different tool with different strengths and weaknesses. For the technology to succeed, manufacturers must solve the challenges of hard carbon production and improve the speed at which these cells can charge. Until those engineering problems are solved, the lithium-ion battery remains the dominant force, with sodium-ion waiting in the wings, ready to step in if the economics of the market shift or if the technology matures enough to close the gap. The study serves as a reminder that in the world of battery technology, there are no shortcuts, only careful trade-offs between cost, energy, and speed.

Drowning in papers in your field?

Get daily digests of the most novel papers matching your research keywords — with technical summaries, in your language.

Try Digest →