Group1, a startup, has developed a revolutionary potassium-ion battery technology that promises to be faster, cheaper, and more environmentally friendly than current lithium-ion or LFP batteries.
Enovix는 혁신적인 배터리 설계와 대량 생산 능력을 갖추어 소비자 전자 시장을 선도할 수 있는 유일한 기업이다.
CATL's new Shenxing Plus battery offers significant advancements in energy density, charging speed, and cost, potentially disrupting Tesla's position in the electric vehicle market.
Attention-based models can identify critical timesteps and cycles to systematically reduce the required input data size for accurate lithium-ion battery lifespan prediction without compromising performance.
Chemo-mechanical modelling is a crucial tool for understanding and improving the performance and lifetime of current and next-generation battery technologies, addressing key challenges such as diffusion-induced stress, volumetric strains, and dendrite growth.
Accurate estimation of SOC and SOH is crucial for battery safety. A bias-compensated algorithm enhances accuracy under voltage measurement bias.
The author introduces MambaLithium, a selective state space model tailored for precise estimation of remaining-useful-life, state-of-health, and state-of-charge of lithium-ion batteries. By leveraging the Mamba algorithms, MambaLithium enhances accuracy in predicting battery health and performance metrics.
The author presents a dataset of over one thousand CT scans of battery cells to address manufacturing variability and defects, crucial for quality control in battery technology.