Design,
Simulation &
Digital Twins

  • Simulation and digital twin capabilities
  • Design optimization
  • Deep data interpretation
  • Design-of-experiments support

State Estimation
with BMS or Cloud
Digital Twins

  • Algorithms for State of Charge (SOC) / Health (SOH) / Energy (SOE) / Power (SOP) / Temperature (SOT)
  • State of Charge imbalance estimation algorithm
  • Early performance anomaly detection

Thermal & Safety
Intelligence

  • Thermal modelling and design
  • Safety modeling
  • Early anomaly detection
  • Battery cyber-physical risk management

Control and Optimization
for Intelligent BMS
and BTMS

  • Fast charge protocols
  • SOC / Voltage / Current / Temperature limits
  • SOH-based control strategies
  • Power optimization across operating regimes

Data Analytics
& Agentic AI

  • Autonomous operational decision agents
  • Predictive maintenance & lifecycle forecasting
  • Usage pattern intelligence
  • Warranty risk & financial impact analytics
  • Test data management and analysis
  • Optimization engines

Battery Cyber-Physical
Risk Protection

  • Physics-Aware SOC / SOH Integrity Assurance
  • Detect cyber-physical attack vector
  • Detect slow, distributed, non-obvious degradation mechanisms
  • We secure the physical truth of batteries - SOC, SOH, imbalance, and lifetime - against cyber and system-level manipulation.
Battery Intelligence Layer

SimLionics is building the Battery Intelligence Layer for
EVs, BESS and next-gen batteries.

Edge Intelligence

  • Real-time SOC / SOH
  • Imbalance Estimation
  • Plating Risk

Cloud Intelligence

  • Fleet Learning
  • Predictive Maintenance
  • Warranty Analytics

Design Intelligence

  • Battery Development
  • Acceleration Fast Charge Optimization
  • Design Optimization

Comprehensive battery intelligence solutions built to improve battery design at cell and pack level, to improve battery state detection and optimize battery management, and to provide reliability and safety for various applications including BESS, E-mobility etc.

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