EV Real-World Driving Data Modeling                                                        

Real-Time Battery Health Prediction AI Technology at Real-World Driving Level

Unlike laboratory-level electrical and chemical models, our technology is based on real-world EV operation and 

actual battery condition data. We leverage technology that collects and processes charging station operational data 

in real time, built on open charging protocols.

Real-Time Processing of Large-Scale Data 

from EVs in Real-World Driving

Data Modeling Based on Real-World 

EV Driving Characteristics

Real-Time EV Charging and Discharging Data Processing

In collaboration with our partners, we utilize real-time charging and discharging data from EVs operating on actual roads.

Data Modeling Based on EV Driving Characteristics

We analyze charge and discharge characteristics during vehicle operation 

and replicate cumulative current-the key factor in remaining life calculation-while driving. 

Based on mathematical modeling, we have developed 

[Real-Time Battery Remaining Life Prediction Technology].

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