FireVision UK
Case Study: Heavy Industrial Manufacturing•Zero Plant Downtime

Stopping Conveyor Belt Ignition and Hydraulic Hotspots in an Automotive Pressing & Assembly Plant

Continuous mechanical vibration, stamping press friction, and oil mist previously caused conveyor fires and false alarms. By deploying FireVision onto 12 existing factory CCTV cameras, the plant caught a smouldering drive bearing in 4.2 seconds—saving £140,000 and preventing 36 hours of unscheduled line stoppage.

Client
Tier-1 Automotive Pressing Plant
Location
West Midlands, UK
Deployment
12 High-Temp Conveyor & Press Feeds
Intercept Time
4.2 Seconds (Live Bearing Friction)
Downtime Prevented
36 Hours (£140,000 Saved)
CAM-03 PRESS SUB-FLOOR CONVEYOR & DRIVE ROLLER
134ms LATENCY
Heavy manufacturing stamping press line and scrap conveyor CCTV AI detection
SMOULDERING FRICTION DETECTED: DRIVE BEARING
CONFIDENCE: 98.6% • CLASS: CONVEYOR BELT FRICTION
MODEL: FIREVISION-1.5 • DYNAMIC OIL MIST REJECTION ACTIVE
Forensic Clip ID: #AUTO-PRESS-LINE02 • Automated SCADA Dispatch in 00:00:04.2s
Action: Line 2 Conveyor Interlock Triggered & Maintenance Paged
The Plant Operations Dilemma

Mechanical Friction, Oil Mist & £18,000/Hour JIT Downtime

Heavy industrial stamping environments present extreme physical conditions that defeat traditional smoke detectors, creating dangerous unmonitored conveyor friction zones.

01

The Friction & Hydraulic Hazard

24/7 stamping presses, hydraulic lines, and long underground scrap transfer conveyors run continuously under high mechanical load. Bearing seizures and hydraulic line micro-leaks historically created dangerous flash-flame risks along the conveyor route.

02

Hostile Environmental Conditions

Heavy oil mist, metallic particulate dust, and ambient radiant heat from stamping machinery rendered conventional optical and ionization detectors useless, causing frequent sensor failure and unmanageable false alarms.

03

£18,000/Hour Downtime Penalties

In a tier-1 just-in-time automotive supply chain, unscheduled line shutdowns cost £18,000 per hour in OEM delivery penalties, making false alarm line halts as economically destructive as small fires.

The Plant Engineering Architecture

Sub-5s Optical Intercept Across 12 Existing CCTV Cameras

Rather than installing expensive point sensors prone to oil mist fouling, FireVision integrated with the factory's existing CCTV network to deliver continuous visual friction scanning.

Targeted Machine Hazard Zones

Configured FireVision across 12 existing IP camera streams focused directly on high-wear bearing housings, hydraulic power packs, and the 80-metre scrap discharge conveyor line with zero production interruption.

Zero Production Interruption During Setup

Dynamic Time-Window Filtering

Activated hyper-sensitive smoke detection along conveyor beds while teaching the vision model to differentiate between scheduled steam releases, cutting fluid vapors, and genuine friction smoke.

100% Oil Mist & Vapor Rejection

Automated SCADA & Pager Integration

Linked FireVision webhook alert dispatches directly into the plant SCADA monitoring screen and maintenance supervisors' pagers with real-time video snapshots, ensuring immediate targeted response.

Sub-5s SCADA Alarm & Pager Alert
Audited Operational Results

Measured Production Impact Over 6 Months of Continuous Stamping

4.2s
Intercept Time to Alert

Captured a live bearing seizure smoulder on the scrap conveyor before flames penetrated the press pit.

£140k+
Downtime Losses Saved

Prevented a 36-hour total factory shutdown, avoiding OEM late-delivery contractual penalties.

Zero
False Line Shutdowns

Completely filtered out cutting fluid vapors, hydraulic spray, and welding flash without false trips.

100%
Factory CCTV Reuse

Utilized the plant's existing Axis and Hanwha factory CCTV cameras with zero new wiring or conduit.

Verified Manufacturing Statement • 24/7 Stamping Plant
“A conveyor fire in our sub-floor scrap run could easily take out our main press line for three days. FireVision caught an overheating drive roller smouldering on camera four minutes before any physical sensor in the building triggered. It kept the entire factory running.”
Plant Engineering Manager
Tier-1 Automotive Pressing Facility • West Midlands, UK
36 Hours Unplanned Downtime Prevented
Plant Feasibility Assessment

Eliminate Industrial Fire Risks on Your Critical Production Lines.

Identify machine hotspots and conveyor risks before they trigger a multi-day factory shutdown. Pilot on 5 production cameras in 15 minutes.

Zero line downtime • 15-min remote connect • SCADA webhook ready
UK Cloud SovereignZero Hardware SwapsSub-5s Machine Friction AlertsSCADA Webhook Integration