Shanghai Deploys AI to Manage Shared Bicycles
Shanghai is utilizing an advanced ecosystem combining AI and geofencing to manage its shared bikes in real-time. The system is designed to prevent street clutter and optimize parking for the bike-sharing services. This application serves as a working model for large-scale urban location intelligence.
- Before the implementation of AI management, the number of shared bikes in Shanghai peaked at 1.5 million, leading to widespread street clutter and abandoned bikes. The city now officially hosts around 280,000 bikes as of late 2023, with regulations and AI helping to manage the fleet. - Major operators like Hellobike and Didi's Qingju have developed proprietary AI platforms, "Hello Brain" and the "Green Orange Intelligent Control Center" respectively. These systems use big data and AI to forecast demand, intelligently schedule the distribution of bikes, and optimize maintenance operations. - To achieve the high-precision location tracking necessary for the system, bike-sharing companies in Shanghai utilize China's BeiDou satellite navigation system. This technology allows for centimeter-level positioning, which is crucial for enforcing designated parking zones and managing the fleet in real-time. - Shanghai's municipal government requires all bike-sharing companies to connect to a unified city-level information service platform. This allows for centralized monitoring and dynamic regulation of the total number of bikes based on service quality evaluations. - Users who do not park bikes in the designated white-lined areas are subject to fines ranging from 2 to 20 yuan, which are automatically charged through the app. This financial penalty is a key component in preventing the sidewalk obstruction issues that plagued the city in the past. - The AI-powered management system also plays a role in identifying and retrieving faulty bikes. The smart locks on the bikes can self-diagnose and report issues in real-time, allowing maintenance crews to be efficiently dispatched to the location of the damaged bike. - The three dominant bike-sharing operators in Shanghai are Meituan Bike (formerly Mobike), Hello Bike, and Qingju. Users can typically access all three services through integrated mini-programs within the Alipay and WeChat Pay apps.
