Smart Security Application Note

AI Fire and Smoke Detection Solution

 

The construction industry faces numerous hazards, with fire outbreaks on construction sites being among the most common. These sites are often located in densely populated urban areas and operate under tight schedules—any accident can delay project progress and significantly impact profitability. The dynamic and complex nature of construction environments makes traditional fire detection systems less effective, particularly in open outdoor settings. Limited space, challenging network setup, and the need for 24/7 monitoring further complicate safety efforts. A fire incident not only endangers workers' lives but also leads to substantial economic losses and project delays, severely affecting overall project success.

Aetina, in collaboration with partners, offers an AI-powered smart fire detection solution that integrates high-definition cameras with its DeviceEdge edge AI platform powered by NVIDIA Jetson modules. Designed for compact deployment, the platform supports 5G connectivity and delivers powerful 21 TOPS performance. It includes an M.2 B-Key 3050 interface capable of processing video streams from multiple cameras simultaneously.

Smart Construction

Benefits
  • Real-time AI detection minimizes latency and ensures immediate fire response without cloud dependency.
  • Combines HD cameras, AI algorithms, and edge computing into one simplified, high-accuracy detection system.
  • Supports multiple HD camera feeds for wide-area monitoring using M.2 B-Key 3050 interface.
  • Compact, 5G-ready design ensures reliable performance in rugged, mobile, and bandwidth-limited construction environments.
Results
  • Accurate Fire Detection : Identifies flames and smoke reliably, day or night, enabling early warning.
  • Low False Alarm Rate : Edge AI dramatically reduces false positives, adapting to constrained site environments.
  • Real-Time Alerts for Safety : Timely warnings help safeguard personnel on-site.
  • Project Continuity Protection : Prevents fire-related delays and losses, ensuring projects stay on schedule.

Diagram

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