Application-Optimized Architecture™
Battery architecture, engineered around the application.
Addionics combines proprietary battery cell modeling, AI-driven design, and precision Smart Metals manufacturing to create Smart 3D Porous Current Collectors optimized for the performance requirements of each battery application.
01What it is
Application-Optimized Architecture™ is Addionics’ flagship product platform for designing and manufacturing Smart 3D Porous Current Collectors around the specific requirements of each battery and application.
A proprietary battery cell modeling platform combines application targets, operating conditions, chemistry, cell format, electrode design, and manufacturing requirements.
AI-driven optimization then guides structural parameters such as porosity, pore geometry, thickness, and metal distribution to create the Smart 3D metal architecture designed for the required performance outcomes.
The optimized architecture is brought into precision manufacturing through Addionics’ scalable Smart Metals production process, creating a direct path from application requirements to battery performance.
02What Application-Optimized Architecture™ enables
Built around what the battery needs to do
Performance built around the application
Translates real operating requirements into a metal architecture designed around the performance outcomes that matter most.
Optimized energy and power
Tunes the structure to support the required balance of energy density, power delivery, and active material utilization.
Faster charging and readiness
Designs the internal architecture to support more efficient ion and current transport under demanding charging conditions.
Longer, more stable operation
Supports more uniform current distribution, improved thermal behavior, and greater stability across repeated cycling.
Chemistry and format flexibility
Adapts the architecture to different active materials, electrode designs, and cylindrical, pouch, or prismatic cells.
Scalable application-specific production
Transforms optimized digital designs into precision-manufactured Smart Metals compatible with industrial battery production.
03The science behind it
Battery performance is shaped by the interaction between chemistry, electrode design, ion transport, current distribution, thermal behavior, and mechanical stability. The structure of the current collector influences how these processes behave throughout the electrode and cell.
Addionics uses proprietary battery cell modeling and AI-driven optimization to connect application requirements with structural design parameters. The platform evaluates how different architectures affect cell behavior and guides the design of a Smart 3D Porous Current Collector optimized for the required performance profile.
By tuning porosity, pore geometry, thickness, metal distribution, and surface structure, Addionics engineers the metal architecture around the battery’s intended operation.
Harnessing AI and modeling for structure performance optimization
04Where it matters most
- Energy storage systems
Long cycle life, efficient material utilization, and scalable performance optimized for system economics.
Discover how Addionics combines proprietary battery cell modeling, AI-driven structural optimization, and precision Smart Metals manufacturing to create 3D current collector architectures around specific battery performance goals. From application requirements to an optimized battery architecture
Explore the science, design methodology, and performance potential behind Application-Optimized Architecture™ in our white paper.