Case Study

Fire Detection from minutes to seconds

Paper Manufacturing

Early Fire Detection Faster Response Time Reduced Asset Loss Zero Manual Watch Dependency
Fire Detection from minutes to seconds

Detection method (Before)

Manual patrol + distant sensors

Small fires undetected until spread

Response time (Before)

3-8 minutes

From ignition to human awareness

Detection method (After)

AI camera-based fire detection

Flame identified within seconds

Response time (After)

Under 15 seconds

Automated alert on visual confirmation

THE CHALLENGE

Paper mills are among the highest fire-risk environments in manufacturing. Raw material stockpiles - pulp, paper rolls, dry fibre - are highly combustible, and heat is generated continuously across production. A fire undetected for even two minutes can spread across an entire bay before response arrives. The facility relied on manual fire watch patrols and conventional point-type heat sensors spaced at fixed intervals. Sensors were blind to ground-level ignitions and localised hotspots between coverage zones. Manual patrols couldn't cover every critical area simultaneously - especially during night shifts.
  • Sensor gaps left zones unmonitored

    Ceiling-mounted sensors missed ground-level ignitions and fires starting between coverage intervals.

  • Manual patrol had critical blind spots

    No single guard could cover storage bays, conveyor runs, and production floors simultaneously.

  • Small fires escalated before detection

    In paper dust and dry pulp environments, a small ignition becomes a facility-threatening fire in under four minutes.

THE SOLUTION

WHAT CHANGED AFTER

Detection time cut from minutes to under 15 seconds - Early-stage flame flagged before it has time to spread.

Blind spots eliminated - Every CCTV-covered zone monitored continuously, 24 hours a day with no patrol gaps.

Night shift coverage fully automated - System performs identically at 2am as during peak production.

Full incident archive for every event - Every detection logged with video, timestamp, and zone for audits and insurance.

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