Use cases
Potential industrial applications
Evaluation contexts where structured flame-media review could support technical discussion. These are pilot-discussion contexts, not deployments.

Concept visualization Steel and Metals
Potential application
Reheat furnaces, ladle and vessel operations, and burner fronts where flame appearance is observed during shift review.
- What the Demo illustrates
- Structured review of flame media, visual outputs, and a session summary that captures technical observations.
- What requires representative plant data
- Any condition estimate, efficiency statement, or process correlation requires site media, reference measurements, and validation.

Concept visualization Cement and Kilns
Potential application
Rotary kiln main burners and calciner flames where operators review visual condition alongside process context.
- What the Demo illustrates
- How kiln flame media could be organised into comparable review sessions with clearly labelled process context.
- What requires representative plant data
- Kiln-specific interpretation, fuel-mix behaviour, and any quantitative claim require plant data and technical validation.

Concept visualization Industrial Boilers and Process Heat
Potential application
Package and utility boilers where burner condition is periodically inspected through observation ports.
- What the Demo illustrates
- A repeatable observation workflow: media, visual output, notes, comparison, and a technical summary.
- What requires representative plant data
- Combustion tuning, air-fuel interpretation, and emissions statements require instrumented data and validation.

Concept visualization Pulp and Paper
Potential application
Recovery boilers and lime kilns where visual review is one input among several engineering signals.
- What the Demo illustrates
- How visual review sessions and technical notes can be captured in a consistent, auditable structure.
- What requires representative plant data
- Recovery-specific behaviour, chemistry, and safety-relevant judgement require site data and qualified engineering review.

Concept visualization Chemical and Process Industries
Potential application
Fired heaters and thermal oxidisers where flame observation supports periodic technical assessment.
- What the Demo illustrates
- Session comparison across time, with explicit labels separating observation from estimation.
- What requires representative plant data
- Process-specific inference requires representative media, reference instrumentation, and a documented test protocol.

Concept visualization Selected Thermal-Power Contexts
Potential application
Selected thermal generation contexts where combustion observation is part of engineering review practice.
- What the Demo illustrates
- A transparent way to present visual review, sample process context, and technical limitations together.
- What requires representative plant data
- Unit-specific behaviour, performance statements, and integration scope require plant data and separate technical definition.
Sector descriptions are evaluation contexts only. Any sector-specific interpretation, performance statement, or integration scope requires representative plant data, reference measurement, and separate technical definition.
Discuss an evaluation context.
Start a technical conversation about what a pilot discussion would require.
