Silicon Anodes for Improved EV Battery Performance
Silicon anodes offer theoretical capacities up to 3,579 mAh/g—ten times that of conventional graphite—but face severe volume expansion exceeding 300% during lithiation cycles. This expansion leads to mechanical degradation, unstable solid-electrolyte interphase (SEI) formation, and rapid capacity fade, limiting practical implementation despite silicon's promising energy density.
The core challenge lies in managing silicon's volumetric changes while maintaining electrical connectivity and stable interfaces throughout repeated charge-discharge cycles.
This page brings together solutions from recent research—including nanostructured silicon composites with void spaces, surface-engineered protective coatings, and mechanically adaptive cell designs with internal pressure regulation. These and other approaches focus on practical strategies to enable high-capacity silicon anodes while preserving cycle life and reliability.
1. Silicon-Dominant Anodes with Water-Soluble Acidic Resin-Derived Carbon Matrix
Enevate Corporation, 2025
Using water-soluble weak acidic resins as carbon precursors for silicon-dominant anodes in lithium-ion batteries to improve cycle life and performance of high-silicon anodes. The carbon precursor is a water-soluble polyamide-imide (PAI) resin containing acidic functional groups. It is mixed with silicon, conductive additives, and stabilizers like polyacrylic acid in an aqueous slurry to form the anode coating. The water-soluble resin allows processing the high-silicon anode slurry without needing organic solvents. The aqueous slurry is more stable and prevents particle agglomeration compared to organic solvent-based slurries. Pyrolyzing the water-soluble precursor during anode baking converts it to carbon, forming a conductive
2. Negative Electrode Composition with Graphite, Silicon, and Fibrous Carbon for Non-Aqueous Secondary Batteries
Panasonic Energy Co., Ltd., 2025
Negative electrode for non-aqueous electrolyte secondary batteries with improved capacity, cycle life, and electrolyte permeability. The negative electrode contains graphite, silicon, and fibrous carbon. The graphite has a moderate graphitization degree (70-80%) and internal porosity (1-5%). The silicon content is 0.1-5.0% of the total negative active material. This composition balances capacity increase, cycle stability, and electrolyte access.
3. Negative Electrode Composition with Silicon-Based Active Material and Rubber-Aqueous Binder System
LG ENERGY SOLUTION, LTD., 2025
Negative electrode composition for high-capacity lithium-ion batteries that enables the use of high-capacity silicon-based active materials without capacity degradation. The composition has a silicon-based active material, a negative electrode conductive material, and a binder. The silicon-based active material has a high silicon content (70% or more) and a carbon coating. The binder is a combination of a rubber-based binder and an aqueous binder, with higher rubber binder content. This composition prevents volume expansion and gas generation issues in silicon-based electrodes by using a rubber binder for elongation and avoiding gas generation, and a carbon coating to bind silicon particles.
4. Method for Fabricating Composite Anode Materials with Layered Electroactive Silicon in Porous Carbon Matrix
Nexeon LIMITED, 2025
A process for preparing high capacity anode materials for lithium-ion batteries that addresses the volume expansion issue of silicon anodes. The process involves depositing thin layers of electroactive material like silicon into the pores of a porous carbon matrix in multiple steps. This creates composite particles with high electroactive material content but limited continuous domains to prevent volume expansion. The discontinuation of deposition and use of modifier materials allow controlling the electroactive material domain size. The composite particles are used as anodes with improved capacity retention compared to bulk silicon anodes. The process involves depositing electroactive material in steps, discontinuing deposition, and then depositing more material to fill the pores. This creates composite particles with high electroactive material content but limited continuous domains to prevent volume expansion. The discontinuation of deposition and use of modifier materials allow controlling the electroactive material domain size. The composite particles are used
5. Negative Electrode with Buffer Layer for Silicon-Based Lithium Secondary Batteries
LG ENERGY SOLUTION, LTD., 2025
Negative electrode for lithium secondary batteries with improved capacity and cycle life using high silicon content. The electrode structure includes a buffer layer between the silicon-based active material and the current collector. The buffer layer has a thickness range of 0.1-2 µm and contains a binder, acrylic polymer, and conductive material. The buffer prevents direct contact between lithium metal and the silicon, suppresses reactions, and regulates pre-lithiation.
6. Formation Charge Rate Configuration for High-Silicon Content Anodes in Lithium-Ion Batteries
Enevate Corporation, 2025
Method to improve cycle life of high-silicon content anodes in lithium-ion batteries by optimizing formation charge rate. The disclosure proposes configuring the expansion of silicon-dominant anodes during battery formation to mitigate capacity fade and cell failure. The expansion is lowered below 1.5% laterally perpendicular to the thickness by using higher charge rates during formation when the anode has >50% silicon. This reduces stresses on the cell components and prevents issues like delamination and tearing. It allows using thinner current collectors for higher expansion and thus higher volumetric capacity silicon anodes.
7. Solid-State Lithium-Ion Battery with Columnar Frustoconical Porous Silicon Anode
Leydenjar Technologies B.V., 2025
Solid-state lithium-ion batteries with improved cycle life and performance by using a specific microstructure in the silicon anode. The silicon anode is a composite material with an essentially pure amorphous porous silicon film deposited on a current collector. The porous silicon has columnar structures with frustoconical shapes converging from a closed anchoring point. This microstructure reduces delamination and fracturing during cycling compared to flat silicon layers. The composite anode is used in a solid-state battery with a solid electrolyte and cathode.
8. Anode Active Material Comprising Silicon Particles with 3D Carbon Nanotube Network and Vapor-Grown Carbon Fibers
Ningde Amperex Technology Limited, 2025
Anode active material for lithium-ion batteries with improved cycle life and capacity retention, particularly for silicon anodes. The anode active material slurry is prepared by mixing silicon particles, a first conductive material like carbon nanotubes (CNTs), and a solvent. Then, a second conductive material like VGCFs is added and the slurry is filtered to obtain the final anode slurry. The CNTs form a 3D network around some of the silicon particles to restrain volume expansion during cycling, while the VGCFs disperse the CNTs and improve conductivity. The CNTs have polar groups on their surface to bond with the silicon particles. The total surface area of the CNTs is less than 1000 times the silicon surface area to avoid agglomeration issues.
9. Negative Electrode Material with Carbon/Silicon Core and Lithium Oxysilicate Shell for Rechargeable Lithium Batteries
SAMSUNG SDI CO., LTD., IUCF-HYU (Industry-University Cooperation Foundation Hanyang University), 2025
Negative electrode material and battery design for high energy density and fast charging rechargeable lithium batteries. The negative electrode active material is a core of carbon or carbon/silicon surrounded by a shell containing Si and lithium-containing oxysilicate (LixSiOy, 1≤x≤3, 1≤y≤6). This shell provides stability and cycling performance for the silicon core during charging and discharging. The battery design uses this negative electrode, a conventional positive electrode, and electrolyte.
10. Method for Synthesizing Silicon Monoxide Composite with In-Situ Grown Carbon Nanotubes
Hong Zhao, 2024
A method for preparing a silicon monoxide composite material with improved electrical conductivity and initial coulombic efficiency compared to pure silicon monoxide for use in lithium-ion batteries. The method involves growing carbon nanotubes directly on the surface of the silicon monoxide using an in-situ catalyst. This provides a uniform carbon coating with nanotubes and a small amount of amorphous carbon that improves electrical conductivity and reduces volume variations during charging/discharging compared to adding carbon externally.
11. Porous Battery Active Material with Li22Si5 Crystal Phase Formed by Solvent Extraction
TOYOTA JIDOSHA KABUSHIKI KAISHA, 2024
Reducing volume change of battery active materials during charging/discharging by creating a porous structure inside the material particles. The method involves preparing a LiSi precursor with a specific crystal phase, then extracting Li using a solvent to form voids in the precursor. This step creates a porous active material with reduced volume change compared to non-porous materials. The specific crystal phase is Li22Si5.
12. Composite Anode with Agglomerated Dendritic and Non-Porous Group 4A Nanoparticles for Lithium-Ion Batteries
GEORGIA TECH RESEARCH CORPORATION, 2024
Anode material for lithium-ion batteries that addresses the limitations of pure silicon anodes in improving battery performance. The anode is a composite made of agglomerated nanocomposites where each nanocomposite has a dendritic nanoparticle of silicon or other Group 4A element surrounded by discrete non-porous nanoparticles of the same element. The dendritic nanoparticles interconnect in the agglomerated nanocomposites to form a porous structure. This allows volume expansion of the silicon during charging without separating from the current collector. The composite anode also has improved electrical conductivity compared to pure silicon.
13. Negative Electrode Material with Nitrogen-Carbon Coating for Silicon/Tin Anodes in Lithium-Ion Batteries
Contemporary Amperex Technology Co., Limited, 2024
Negative electrode material for lithium-ion batteries with improved cycle life and capacity retention for high capacity silicon and tin-based anodes. The material has a coating layer on the outer surface of the core silicon/tin material that contains nitrogen and carbon. The nitrogen content is 0.1-0.66% based on the total mass of the electrode. The coating layer has a nitrogen-carbon bond (-C=N-) and an infrared absorption peak at 1350-1450 cm^-1 with 90-98% transmittance. The coating improves cycle performance compared to bare silicon/tin anodes.
14. Prismatic Battery Cell with Internal Springs for Expansion Mitigation of High-Expansion Anodes
GM GLOBAL TECHNOLOGY OPERATIONS LLC, 2024
Prismatic battery cell design to enable high-expansion anode materials like lithium metal or high-silicon anodes in prismatic battery cells. The design uses internal springs inside the cell case to mitigate overpressure issues caused by expanding anodes. The springs allow the anode electrode to expand and contract within the cell case while maintaining desired pressure ranges. This prevents excessive expansion that can damage the case or cause internal failures. The internal springs provide a buffer to keep electrode pressures within limits during cycling.
15. Composite Electrode with Silicon Nanostructures on Stainless Steel Substrate for Lithium-Ion Batteries
Technology Innovation Momentum Fund (Israel) Limited Partnership, 2024
Composite electrode for lithium-ion batteries with high capacity silicon anodes that avoids the pulverization and cycling degradation issues of bulk silicon. The composite electrode has silicon nanostructures grown directly on stainless steel substrates. The steel acts as a catalyst and seed for the silicon growth. The nanostructures densely pack on the steel to withstand volume expansion. The steel substrate also provides electrical contact. The composite electrode can deliver high silicon capacity and cycling stability for lithium-ion batteries compared to bulk silicon anodes.
16. Lithium Ion Battery with Silicon-Lithium Silicate Negative Electrode and Fluorine-Substituted Linear Carboxylic Acid Ester Electrolyte Additive
PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD., 2024
A lithium ion battery with improved rate performance using a specific electrolyte additive. The battery contains a negative electrode with silicon particles dispersed in a lithium silicate phase. The electrolyte solution has a fluorine-containing linear carboxylic acid ester. This additive prevents cracks in the lithium silicate phase during charging/discharging, reducing formation of resistance layers. The ester forms a SEI film on the silicate surface, allowing volume expansion without cracking. The SEI film has high lithium ion permeability and stability, preventing deterioration in high-rate charging. The fluorine substitution on the ester chain enhances ionic conductivity.
17. Doped Silicon Oxide Anode Material with Carbon Coating and Controlled Magnesium Hydroxide Ratio
SK ON CO., LTD., 2023
Anode active material for lithium secondary batteries with improved stability and energy density compared to conventional silicon anodes. The material is a doped silicon oxide with a carbon coating on the surface. The dopant is magnesium, and the surface contains magnesium hydroxide. The key is keeping the ratio of magnesium hydroxide peak area to the total magnesium peak area below 60% when measured by XPS. This prevents gas generation during slurry preparation and ensures stable electrode manufacturing. The carbon coating improves cycle life.
18. Electrode with Silicon Nanowires on Nucleus Particle Surrounded by Graphene Sheets and Polyimide Film
SEMICONDUCTOR ENERGY LABORATORY CO., LTD., 2023
Highly reliable electrode for lithium-ion batteries with improved cycle life and reduced capacity fade compared to conventional electrodes. The electrode uses nanowires of silicon grown on a nucleus particle, surrounded by graphene sheets and polyimide film. The nanowire structure reduces expansion/contraction-induced deformation and fracture of the silicon active material compared to conventional 2D silicon sheets. The graphene prevents film formation and capacity loss. The polyimide film provides stability and prevents electrolyte reaction. This electrode design provides reliable and long-lasting lithium-ion batteries.
19. Amorphous Silicon Powder Synthesis via Low-Temperature Vapor Phase Reduction of Silicon Oxide
CHINA THREE GORGES UNIVERSITY, REAL-CELL NEW ENERGY TENCHNOLOGY CO., LTD., 2023
Preparing amorphous silicon powder for lithium battery anodes using a low-temperature vapor phase reduction process. The amorphous silicon powder is made by reducing the oxide of silicon through a ball milling and vapor phase reduction process. The amorphous silicon powder is prepared by ball milling an amorphous silicon oxide to obtain an amorphous silicon oxide powder, then performing a low-temperature vapor phase reduction to reduce the oxide and obtain the amorphous silicon powder. The amorphous structure of the silicon powder improves battery performance by preventing cracking and volume expansion during lithium intercalation.
20. State-of-Health Assessment Method for Lithium-Silicon Batteries Using Enhanced Model with Integrated Operational and Manufacturing Data
ENEVATE CORPORATION, 2023
Accurately assessing state-of-health (SOH) of lithium-silicon batteries that have challenges due to the unique properties of silicon anodes compared to graphite anodes. The method involves calculating SOH using an enhanced model that incorporates data beyond what is directly provided by the battery. This includes operational and manufacturing data. This improves SOH estimation for lithium-silicon batteries which have different degradation mechanisms and voltage hysteresis compared to graphite-based batteries.
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