Driver Status Detection System (DSMS)

Real-time monitoring of driver fatigue and analysis of driver behavior help prevent safety incidents. Leveraging a collaborative “device‑edge‑cloud” architecture, the system enables real-time detection of driving behaviors, tiered early warnings, and closed-loop data management, addressing key safety challenges in port operations—such as fatigued driving and non‑compliant maneuvers—and supporting the transition from human‑based to technology‑driven safety measures.

Deployment feature
Industrial-grade hardware: Infrared binocular camera (IP65, –20°C to 60°C), millimeter-wave radar (detection range 0–50 m); the all-in-one terminal integrates multiple sensors for easy installation.
Flexible Deployment: Supports standalone and cluster deployments, with a local cache of at least 10,000 records that automatically resends data upon network recovery; compatible with Modbus and OPC UA, enabling seamless integration with existing port‑level security and dispatch systems.
Low False Alarm Design: Trained on a port-specific dataset, it integrates multi-sensor data for cross-verification, filters out interference from strong light, dust, and vibration, and achieves a false alarm rate of less than 3%.

Application Cases
Number of installations: 299 sets
Representative Quays: Taicang Port Zhenghexingxing Container Terminal, Nanjing Port Longtan Container Terminal, Nanning Railway Freight Yard, Taicang Port Zhenghexingxing Container Terminal, Taicang Port Customs Centralized Inspection Service Center, Zhenjiang Port International Container Terminal...