Technology
Battery design
Engineering high-performance cell architectures through physics-based modeling and advanced materials selection.
Modern battery design optimizes the interplay between chemistry and mechanical constraints to maximize energy density and cycle life. We focus on specific metrics: achieving 300+ Wh/kg in NCM811 cells and refining silicon-anode integration to manage 300% volume expansion. By utilizing tools like COMSOL for thermal management and PyBaMM for open-source electrochemical simulation, engineers can predict degradation patterns before physical prototyping. This approach reduces development cycles for EV packs and grid-scale storage (LFP) by identifying optimal electrode thickness and porosity early in the design phase.
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