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Technology

Engineering That Defines the Edge

Our technology platform combines embedded intelligence, advanced communication protocols, cloud analytics and power electronics to deliver next-generation energy systems.

Hardware

Embedded Systems

STM32 and TI-based microcontroller platforms with real-time operating systems for precise battery monitoring, control and safety management.

  • ARM Cortex-M4/M7
  • FreeRTOS / Bare-metal
  • Custom PCB Design
  • EMC/EMI-aware design
FIG. 01 / EMBEDDED MCU
CellsenseCANBLEGate driveCortex-M4/M7ADCCANSPIPWMFlash · SRAMFirmware · FreeRTOS / bare-metalMeasureBalanceProtectComms

AI/ML

Battery Intelligence

Proprietary algorithms for SOC, SOH, and remaining useful life estimation using Kalman filtering, neural networks and physics-based models.

  • Extended Kalman Filter
  • SOC ±2% accuracy target
  • Degradation Prediction
  • Thermal Modeling
FIG. 02 / SOC / SOH ESTIMATION
RawEKF estimate±2% band100%50%0%TimeSOH · degradation forecastNowRemaining useful lifeIllustrative curves

Protocol

CAN Communication

Industrial-grade CAN 2.0B implementation for vehicle integration, fleet-level data exchange, and charger-BMS communication.

  • CAN 2.0B / CAN FD
  • J1939 / CANopen
  • Custom DBC Files
  • Multi-bus Support
FIG. 03 / CAN DIFFERENTIAL BUS
120 Ω120 ΩCAN_HCAN_LBMSChargerVehicleFleetDifferential signallingHL3.5 V2.5 V1.5 VH − L2 V0 V100101100101

Wireless

BLE Diagnostics

Bluetooth Low Energy 5.0 for mobile app connectivity, real-time diagnostics, configuration and over-the-air firmware updates.

  • BLE 5.0
  • iOS + Android SDK
  • OTA Firmware Update
  • Encrypted Pairing
FIG. 04 / BLE LINK
BMSLive pack72%OTABLE 5.0Encrypted pairingiOS + Android SDKIllustrative data

Power

Power Electronics

High-current MOSFET and IGBT topologies with advanced gate driving, thermal management and fault protection for reliable power conversion.

  • 200A+ Continuous
  • Active Pre-charge
  • Multi-layer Protection
  • Automotive Grade
FIG. 05 / POWER STAGE
+−PackQ1Q2SWLoadPWM inGatedriverShuntOCPHigh-side onLow-side · freewheel

Software

Cloud Platform

Scalable cloud infrastructure built on AWS/Azure for fleet analytics, remote monitoring, predictive maintenance and customer dashboards.

  • Real-time Telemetry
  • REST API / MQTT
  • Custom Dashboards
  • Multi-tenant
FIG. 06 / FLEET PLATFORM
Fleet overviewIllustrative dataVehicles online11/12Average SOC66%Open alerts3Pack SOC · 12 vehiclesDriving6Charging2Idle2Alert1Offline1MQTT · RESTIllustrative data

07 / Architecture

One signal path, cell to cloud

Cells feed the STM32 BMS, which talks CAN to the vehicle and charger, BLE to a phone and, through telematics, to the cloud.

  1. 01

    Cells

    20S pack with per-cell voltage and temperature sensing

  2. 02

    STM32 BMS

    SOC/SOH, active balancing and protection

  3. 03

    CAN

    Vehicle, charger and fleet bus

  4. 04

    BLE

    Phone diagnostics and configuration

  5. 05

    Cloud

    Fleet analytics, alerts and OTA updates

Need a protocol or firmware integration?

Our engineers work with OEM teams on CAN databases, BLE apps and custom BMS configurations.