Physics-Informed Digital Twins for Every Battery

From silicon to fleet scale, BattGenie creates living digital twins that predict, optimize, and extend battery life using physics-informed machine learning

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BattGenie provides efficient battery management solutions

BMS

Embedded Intelligence

Real-time electrochemical state estimation
100ms decisions on ARM Cortex M0

BattStudio

Development Platform

Create L3-L4 digital twins from minimal data
Self-calibrating models that improve over time

BattOps

Fleet Operations

Scale from one battery to thousands
90-day predictive maintenance

NREL

Validation

$5M

ARPA-E Funding

4

Patents Granted

Achieving L4 Living Digital Twin Status

Cutting-edge software that helps batteries charge faster, last longer

Improvement in Battery Lifespan

With an increased understanding of a battery’s internal states, battery management systems running on BattGenie software keep the battery’s degradation in control. Experimental validation on a cycling test on 3 Ah cylindrical cell shown here.

Chart of improved battery lifespan with BattGenie charging

Improved Lifespan( 3 Ah NMC Cylindrical Cell )

Capacity (%)

Cycle Number

Baseline CC-CV Charge

80% Life

BattGenie's Charging Profile

Fast Charging that Zooms Past All Existing Solutions

The gain in cycle life can be traded for charging time.

Chart comparing BattGenie fast charging with conventional charging

Improved Lifespan( 5 Ah NCA Cylindrical Cell )

Capacity (%)

Cycle Number

Baseline CC-CV

BattGenie's Charging Profile

Stay Safe During Fast Charging

BattGenie’s fast-solving physics-based model ensures your battery is safe and can last long. Experimental validation done at NREL shown here.

Chart showing safe battery conditions during BattGenie fast charging

Improved Lifespan( 16 Ah NMC Pouch cell )

Capacity ( % )

Cycle Number

Baseline CC-CV

BattGenie Charging Profile

Where does BattGenie's Software Live?

BattGenie’s software can be installed on the controller on-board the device or on the controller on the charger. Work with us to determine what makes most sense for your system / application.

Teardown of a mobile device showing where the BattGenie software runs

Upgrade Your Existing Systems without Any Extra Hardware

Being a simple (yet magical) and lightweight software, it can be easily installed on all existing controllers without the need for any additional hardware components.

Upgrading existing battery systems with BattGenie software and no extra hardware

One solution to optimize them all

Electric cars

Consumer electronics

Grid storage

Backup power sources at large commercial complexes

Hardware manufacturers, chip manufacturers

Many miles to go and we're all charged up