AIOTOMATE · Edge AI Sensing

Detect battery thermal runaway before it happens.

Stopyr is our thermal runaway detector for battery energy storage — multi-modal sensors and on-device ML that catch failure signatures before conventional BMS alarms react, with no cloud dependency for the safety decision.

Edge

On-device AI

H2·CO·VOC

Trace-level gas detection

Retrofit

Drop-in install

BMS-agnostic

Plugs into existing infrastructure

The problem

Temperature alarms react too late.

  • Conventional BMS monitoring waits for a temperature threshold — but by then, exothermic reactions are already underway.

  • Electrolyte decomposition vents trace gases before measurable heat. That earlier signal is the intervention window.


How Stopyr works

Sense Classify Alert

Stopyr watches the rack continuously with low-cost, multi-modal sensors. On-device ML fuses those signals into an early runaway risk score — before a single sensor crosses a conventional threshold.

Sense

Multi-modal sensors capture gas, temperature, vibration, and acoustic signatures at the cell and rack — continuously, on-site.

Classify

Edge ML fuses those signals on-device to estimate thermal runaway probability — inferring risk that no single direct measurement can confirm alone.

Alert

Stopyr alerts reach your BMS, SCADA, or operations team with time to isolate a module — before conventional threshold alarms fire.

Gas trace before temperature

Intervention window Stopyr classifies gas pattern forming Temp alarm trips threshold crossed ≈ minutes of lead time BMS temp threshold Gas signals (H₂ · CO · VOC) Temperature Time → Relative signal

Prototype in action

Built and running.

Working Stopyr prototype with live multi-modal sensing and on-device inference, tested against real battery packs. Rack-level visibility, module-level early signatures, gas traces before temperature moves.

  • Cell-array status view across containers and racks

  • Per-module runaway probability from Stopyr edge ML

  • H₂, CO, and VOC traces alongside conventional telemetry

Request a Stopyr pilot

Built into Stopyr

What Stopyr delivers on-site.

Industrial-grade sensing and edge ML — designed to deploy into existing BESS infrastructure, not replace it.

Early gas detection

Trace-level H₂, CO, and VOC monitoring catches electrolyte decomposition gases before temperature thresholds move.

Edge intelligence

Runaway probability inferred on-device — no cloud round-trip and no connectivity dependency for the safety decision.

False-alarm suppression

Multi-signal fusion and ML classification reduce nuisance trips that erode operator trust in conventional sensors.

Universal integration

Standard outputs plug into existing BMS, SCADA, and site alarm infrastructure — retrofit-ready, no rip-and-replace.

Fail-safe redundancy

Independent sensing paths continue if one modality degrades — designed for safety-critical industrial environments.

Fleet visibility

Site-wide and multi-site view across racks, containers, and installations — one pane for distributed BESS fleets.


Stopyr integration

Retrofit into your BESS infrastructure.

Stopyr connects to your BMS, site safety systems, and field networks — drop-in install, no rip-and-replace.

Modbus RTU/TCP

RS485 industrial fieldbus

CAN bus

Battery & inverter comms

BACnet · BMS

Building & EMS integration

Fire & gas panels

Relay · dry-contact I/O

PCS · inverters

Hybrid & storage inverters

MQTT · REST

SCADA · cloud edge


Impact

Safe storage underpins the energy transition.

Battery storage safety is climate infrastructure — protecting the assets that make renewable grids work. Stopyr's early runaway detection keeps BESS installations bankable, in service, and aligned with Europe's decarbonisation goals.

Resource · climate · safety

Protect deployed storage assets. A single thermal runaway can destroy an entire container installation — years of capital, materials, and grid capacity lost in hours.

De-risk grid-scale renewables storage. Safe BESS operation is what makes large-scale energy buffering bankable — storage must scale without becoming the weak link in the transition.

Extend safe operational life. Early gas-signature detection enables planned intervention before catastrophic failure — keeping installations in service, not in the scrap yard.