Platform
Physics-informed thermal intelligence for battery packs
Simulate thermal propagation, optimize charge protocols, and predict cycle life - all within a single engineering workflow built for India's two-wheeler and EV pack engineers.
Thermal Modeling
Cell-level heat distribution, computed in real time
Our electrochemical-thermal model solves heat generation and conduction across every cell in your pack topology. Engineers set ambient temperature, SOC window, and discharge C-rate - the engine returns steady-state and transient thermal fields at 1-second resolution.
Calibrated on INR18650 and LFP prismatic chemistries commonly used in Indian two-wheeler packs. Bring your own DCIR and specific heat capacity values, or use our built-in chemistry library.
Request a DemoCharge Strategy
Adaptive charge protocols from thermal constraints
Given your pack's thermal model and target lifespan, the platform derives current-taper profiles that keep peak cell temperature below your threshold while maximising charge throughput. No manual tuning of CC-CV parameters.
Protocols export as lookup tables compatible with BMS firmware on common MCU platforms used in India's two-wheeler supply chain.
Request a DemoCycle-Life Prediction
Model outputs you can put in a spec sheet
The degradation engine integrates calendar and cyclic ageing mechanisms - SEI growth, lithium plating risk at low temperature, and active material loss - to project capacity fade and internal resistance rise over defined use cycles.
| Parameter | Input | Predicted at 500 cycles | Predicted at 1000 cycles |
|---|---|---|---|
| Pack capacity | 2.2 Ah (nominal) | 2.09 Ah | 1.94 Ah |
| Cell internal resistance | 45 m-ohm | 52 m-ohm | 63 m-ohm |
| Peak cell temperature rise | Baseline 35 C | +1.4 C | +3.1 C |
| Lithium plating risk index | 0.00 | 0.04 | 0.11 |
| Projected end-of-life | 80% capacity threshold | 1,340 cycles (est.) | |
Simulation: INR18650 2.2 Ah cell, 1C charge / 1C discharge, 28 C ambient. Results are model estimates.
Data Integration
Bring your test bench data in, get validated predictions out
DCIR Characterisation Files
Upload pulse test CSVs from your bench. The platform fits an equivalent-circuit model and refines thermal generation coefficients automatically.
BMS CAN Log Import
Ingest field-logged CAN frames from deployed packs. The engine reconstructs actual duty cycles and recalibrates ageing projections to real operating conditions.
Chemistry Parameter Library
Pre-loaded electrochemical parameters for INR18650, LFP prismatic, and NMC pouch cells common in Indian EV supply chains. Add custom chemistries via a structured JSON manifest.
Pack Topology Descriptor
Define series-parallel configuration, cell spacing, and thermal interface material properties in a declarative YAML format. No CAD software required.
Ambient Condition Profiles
Parameterise seasonal and regional ambient temperature variation - critical for Rajasthan summer or Himalayan winter operation envelopes.
Output Artefacts
Receive thermal field animations, charge protocol lookup tables, capacity fade curves, and risk index time series as downloadable engineering artefacts.
Get Started
Run your first thermal simulation this week
Request access and our team will provision a workspace configured for your pack chemistry and topology within 48 hours.
Request AccessQuestions? Write to [email protected]