Virtual Prototyping Platform

Digital Twin

Design, simulate, and validate your battery pack virtually before spending a single dollar on physical prototyping. From cell selection to full system simulation, our Digital Twin platform accelerates time-to-market while reducing engineering risk.

Simulate First. Build Right.

Traditional battery pack development requires months of physical prototyping and testing. Our Digital Twin platform compresses this timeline by letting you iterate virtually, catching design issues before they become expensive physical failures.

60%
Faster Time-to-Market

Virtual iteration eliminates physical prototype cycles, getting your product to market months sooner.

75%
Lower Prototyping Cost

Catch thermal, mechanical, and electrical issues digitally before committing to expensive hardware builds.

1000+
Scenarios Simulated

Test thousands of operating conditions, fault scenarios, and edge cases that would be impractical to replicate physically.

100%
BMS Integration

Our BMS hardware and software is simulated alongside the pack, ensuring seamless real-world deployment.

Every Scale. One Platform.

Whether you're designing a home battery, a commercial energy storage system, or a utility-scale installation, our Digital Twin adapts to your requirements.

Residential

  • 5 – 20 kWh system design
  • Wall-mount & floor-stand form factors
  • Single inverter integration
  • Garage / indoor thermal modeling
  • NEC 706 compliance validation
  • UL 9540 pre-certification testing

Utility Scale

  • 10 MWh – 2 GWh system design
  • 20ft & 40ft container layouts
  • Grid interconnection modeling
  • Augmentation strategy simulation
  • Site-specific climate modeling
  • Long-duration dispatch optimization

Choose Your Cells. We Simulate the Rest.

Our Digital Twin supports a comprehensive library of cell form factors and chemistries. Select your cells, define your pack architecture, and let the platform handle the physics.

Supported Form Factors

100 Ah
Prismatic

Ideal for residential and small C&I applications. Compact form factor with excellent energy density for space-constrained designs.

  • Dimensions: ~173 x 72 x 208 mm
  • Weight: ~2.3 kg
  • Typical voltage: 3.2V (LFP)
320 Ah
Prismatic

The workhorse of modern ESS. Balanced capacity-to-size ratio suitable for C&I and utility-scale deployments with fewer parallel strings.

  • Dimensions: ~174 x 73 x 207 mm
  • Weight: ~5.2 kg
  • Typical voltage: 3.2V (LFP)
600 Ah
Prismatic

Next-generation large-format cell for utility-scale projects. Fewer cells per pack means fewer connections, lower assembly cost, and improved reliability.

  • Dimensions: ~174 x 73 x 380 mm
  • Weight: ~9.8 kg
  • Typical voltage: 3.2V (LFP)

Supported Chemistries

LFP
Lithium Iron Phosphate

The gold standard for stationary storage. Excellent cycle life (6,000+), superior thermal stability, and no cobalt or nickel dependency.

Long Cycle Life High Safety Low Cost
LMFP
Lithium Manganese Iron Phosphate

Next-generation phosphate chemistry delivering 15-20% higher energy density than LFP while maintaining safety and cycle life advantages. The emerging choice for space-optimized ESS.

Higher Energy High Safety Emerging
NMC
Nickel Manganese Cobalt

Highest energy density option for applications where space and weight are critical. Multiple formulations supported (NMC 622, 811, 955) with chemistry-specific thermal models.

Highest Density Space Critical Weight Sensitive

Three Domains. Complete Insight.

Our Digital Twin runs coupled thermal, mechanical, and electrical simulations to validate your pack design under real-world operating conditions.

Thermal Simulation

Understand heat generation, distribution, and dissipation across your entire pack under all operating conditions.

Heat Map Analysis

3D visualization of temperature distribution across cells, busbars, and enclosure during charge, discharge, and rest periods.

Cooling System Design

Simulate air cooling, liquid cooling, and phase-change material configurations to find the optimal thermal management strategy.

Thermal Runaway Propagation

Model cell-to-cell thermal propagation scenarios to validate safety barriers and ensure UL 9540A compliance.

Ambient Climate Modeling

Test pack performance across deployment climates from Arizona desert heat to Minnesota winter cold using historical weather data.

Mechanical Simulation

Validate structural integrity, vibration resistance, and cell swelling management for long-term reliability.

Structural Stress Analysis

Finite element analysis of enclosure, module frames, and mounting hardware under static and dynamic loading conditions.

Cell Swelling Simulation

Model cell expansion over lifecycle to ensure compression systems maintain optimal contact pressure through thousands of cycles.

Vibration & Shock

Simulate transport vibration profiles and seismic events to validate pack integrity for shipping and installation environments.

Busbar & Connection Design

Thermal-mechanical coupled analysis of busbar joints and interconnects to prevent loosening, hot spots, and fatigue failures.

Electrical Simulation

Model cell balancing, fault scenarios, and BMS response to ensure safe and optimal electrical performance.

Cell Balancing Optimization

Simulate passive and active balancing strategies to minimize energy loss and maximize usable capacity across cell-to-cell variations.

Fault Scenario Analysis

Model short circuits, open circuits, ground faults, and insulation failures to validate BMS protection response and system safety.

BMS Hardware-in-Loop

Our BMS firmware runs inside the simulation, validating protection algorithms, communication protocols, and control logic in the virtual environment.

Impedance & Aging Models

Electrochemical impedance spectroscopy models predict capacity fade and resistance growth over the full system lifetime.

From Digital to Physical in 5 Steps

Our structured workflow takes you from initial concept to a validated, simulation-proven battery pack design ready for first-article manufacturing.

01

Define Requirements

Specify your application (residential, C&I, utility), target capacity, voltage range, power requirements, form factor constraints, and deployment environment.

02

Select Cells & Chemistry

Choose from our cell library (100Ah, 320Ah, 600Ah) and chemistry options (LFP, LMFP, NMC). Our AI recommends optimal configurations based on your requirements.

03

Build Digital Pack

Configure series/parallel architecture, define module groupings, place busbars and sensors, design the enclosure, and integrate the BMS hardware model.

04

Run Simulations

Execute coupled thermal, mechanical, and electrical simulations across hundreds of operating scenarios. Identify hotspots, stress points, and protection gaps automatically.

05

Validate & Build

Review simulation results, iterate on design refinements, generate manufacturing specifications, and proceed to first-article prototype with confidence.

Start Building Your Digital Battery Pack

Contact our engineering team to discuss your battery pack requirements and see how our Digital Twin platform can accelerate your development timeline.

Talk to Engineering