Amid the digital transformation wave in the cultural tourism industry, Tianjin TEDA Aircraft Carrier Theme Park has partnered with Wanfu Technology to reinvent visitor experiences and management efficiency. The AI-powered dynamic passenger flow statistics and analysis system has been officially deployed at the park. By enabling real-time data collection, intelligent analytics, and visualized decision support, it empowers the park to achieve precise, efficient, and intelligent passenger flow management.

I. From Experience-Driven to Data-Driven
Tianjin TEDA Aircraft Carrier Theme Park, a National 4A-rated scenic area, welcomes over one million visitors annually. Facing challenges such as peak-hour congestion, delayed resource allocation, and inconsistent visitor experiences, traditional manual statistics can no longer meet the demands of refined operations. Our system leverages AI binocular cameras and edge computing to deliver high-precision, real-time crowd counting across multiple zones and time periods, with an error rate below 1%.
- Dynamic Heatmap Analysis: Real-time monitoring of visitor density across areas with automatic congestion risk alerts.
- Foot Traffic Trend Forecasting: Generates a predictive model for the next 3 days based on historical data and variables such as weather and holidays.
- Intelligent Resource Scheduling: Coordinates ticketing, security screening, and guide systems to dynamically adjust entry lanes and show schedules.
- Visitor Behavior Profile: Tracks dwell time and path preferences to support retargeting efforts.
The project lead stated: "After the system went live, peak-hour wait times at the scenic area decreased by 40%, and emergency response efficiency improved by 60%."

II. Technical Strength: The Brain of Smart Cultural Tourism
- Multimodal Sensor Fusion: Combines WiFi probes, Bluetooth beacons, and video analytics to eliminate data blind spots in complex environments.
- Privacy-by-Design: Uses anonymization to ensure visitor data is compliant and secure.
- Open Ecosystem API: Seamlessly integrates with existing景区 ERP and CRM systems to reduce upgrade costs.

3. Enhanced Visitor Experience
- Smoother park entry: Dynamic crowd guidance reduces wait times, cutting average summer peak waits from 25 to 8 minutes.
- Safer visits: Real-time crowd monitoring and capacity alerts prevent overcrowding.
- More personalized service: Tailored recommendations based on visitor profiles, such as prioritizing 4D cinema information for families with children.




