Battery Sense — molecular battery intelligence

Comparison

Battery Off-Gassing vs Thermal Imaging

Thermal imaging is a well-established tool in electrical maintenance and an intuitive choice for battery installations. The question is not whether it works — it does, for what it measures — but whether it measures the thing that changes first.

This comparison sets both methods against the same failure sequence and is explicit about where thermal imaging remains the better instrument.

What each method physically observes

A thermal camera measures infrared emission from surfaces in its field of view. It therefore requires line of sight, an emissive surface, and a temperature difference large enough to resolve against the background.

A molecular gas sensor measures concentration of specific species in the atmosphere at its location. It requires proximity to the gas source but no line of sight, and responds to chemistry rather than to the thermal consequence of chemistry.

Inside a sealed battery module, the first of these observes the outside of a metal box; the second observes the atmosphere the failing cell is venting into.

Hydrogen off-gas signal compared with temperature and voltage during cell failureChart comparing hydrogen concentration rising early against flat temperature and voltage curves during incipient lithium-ion cell failure.Time before violent eruption →Normalised signalH₂ / VOC off-gasTemperatureVoltage / impedance10 ppm H₂ alert threshold
Signal onset comparison: hydrogen concentration departs baseline while temperature and voltage remain within normal operating tolerance.

Direct comparison

Battery off-gas detection compared with thermal imaging across the properties that determine early warning.
PropertyOff-gas detection (Battery Sense)Thermal imaging
Signal measuredH₂, electrolyte VOC, CO concentrationSurface infrared emission
Stage detectedDegradation and first vent (pre-smoke)Established exotherm
Typical warning timeMinutes to hoursSeconds to minutes
Line of sight requiredNoYes
Works inside sealed enclosuresYes, when embeddedNo
LocalisationCell, module, rackWhatever is in frame
Continuous coverageYes, per nodeOnly where a camera points
Sensitivity to slow LFP faultsHigh — absolute ppm measurementLow — minimal thermal signature
Power per point<0.05 W averageCamera-class power and compute
Best rolePrimary early warning and diagnosticsPeriodic inspection, connection and busbar faults
Battery off-gas detection compared with thermal imaging across the properties that determine early warning.

Where thermal imaging is the better tool

Thermal imaging is excellent at finding loose or corroded connections, unbalanced busbar loading, blocked cooling paths and failing power electronics. These are real failure sources in battery installations and they present thermally before they present chemically.

It is also non-contact and fast to deploy for periodic inspection across a large estate, which suits commissioning surveys and scheduled maintenance rounds.

Using both correctly

The two methods are complementary rather than competing. Off-gas sensing provides continuous, enclosure-internal early warning of cell chemistry; thermal imaging provides periodic external inspection of electrical and thermal-management integrity.

A sound design uses embedded gas nodes as the always-on early-warning layer, fixed thermal or thermistor monitoring as the confirmation layer, and thermal imaging surveys as a scheduled inspection tool.

Frequently asked questions

Can a thermal camera detect thermal runaway before it starts?

No. A thermal camera detects a temperature difference that already exists on a visible surface, which occurs after the internal exotherm is established. It cannot see the electrolyte decomposition that precedes it, and it cannot see inside a closed module at all.

Is off-gas detection more expensive than thermal imaging?

Per point of continuous coverage it is usually cheaper. A single camera covers only what is in frame and needs mounting, power and compute; embedded gas nodes consume under 0.05 W each and cover the interior of the enclosure where the failure actually happens.

Should we replace our thermal inspection programme?

No. Keep it for connection integrity, busbar loading and cooling-path verification. Add continuous gas sensing for the cell-chemistry failure mode that thermal inspection cannot observe in time.

Put molecular detection on your battery assets

Send us your chemistry, enclosure and comms constraints. Our engineers will map BD-100 placement at cell, module or rack level and model the detection window you gain.

Related reading

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