The model you need, before the hardware.
Turn your cell test data into a validated physics model — then predict fast-charge, drive-cycle, and thermal behavior before you commit to hardware.
AmpLabs Simulate
Every mode you need,
one platform.
Single
Real-time visualization
Run constant-current/voltage and co-simulations with live voltage, SOC, temperature, and internal concentration charts.
Batch Jobs
Parameter sweeps
Sweep across SOC, temperature, or geometry parameters and compare overlaid results.
LUT Generator
BMS lookup tables
Generate OCV-SOC, DCIR, and pulse limit tables across operating conditions. Export to CSV, JSON, or Excel.
Parameter Manager
Full cell model control
View, edit, and manage battery parameter sets. Every electrode property, every kinetic constant — visible and editable as JSON.
Performance Insights
Multi-metric comparison
Compare cells side by side across Energy, DCIR, Fast Charge, and Max Power, with spider plots and ranked scoring.
What you get
A validated cell model and the answers around it — grounded in physics and real data, not a black box.
Validated physics model
We parameterize an SPMe (or ECM) model from your data — every parameter visible, editable, and traceable to a measurement. One fit can carry an entire program’s sample stage.
DCFC, drive cycle & thermal
Sweep thousands of scenarios in seconds — including the fast-charge and thermal limits you can’t safely put on a bench, then confirm the ones that matter in our lab.
Bring it into Simulink
Export DCFC lookup tables and cell parameters to import into your Simulink digital twin and BMS controls — validated data, not guessed from a datasheet.
How it works
Bring your data
Upload HPPC, OCV, and capacity data — or have AmpLabs run the tests for you. (A datasheet gets us started, but the fit needs real cell data.)
We fit & validate
Our pipeline parameterizes a cell model and validates it against your drive cycles — with the error reported honestly, per temperature.
Simulate & export
Run DCFC, drive-cycle, and design sweeps in seconds, and take the model into your own tools.
Frequently asked questions
Preparing a modeling dataset? Use our battery model data checklist and handoff template.
What data do I need for a battery cell model?
The fitting workflow uses real cell test data, including HPPC, OCV, and capacity measurements. A datasheet can start the conversation, but it does not replace the measurements needed to fit and validate a model.
Which models does AmpLabs use?
The platform works with single-particle models with electrolyte (SPMe) and equivalent-circuit models (ECM). The appropriate model and inputs depend on the simulation task.
How is model accuracy evaluated?
Compare the fitted model against measured validation data for the temperatures and operating conditions you intend to study. An error figure from one dataset is not a guarantee for a different cell or operating range.
Can AmpLabs collect the data for me?
AmpLabs Test provides cell testing that can support the modeling workflow. Describe your cell and intended simulations when requesting private-beta access so the required tests can be discussed.
Answer the question today.
Get a validated cell model and the results your program needs — no bench time required. Private beta.
Join the beta waitlist