Publish traffic information through various channels such as mobile applications, traffic broadcasts, and electronic maps. For example, mobile applications can push personalized traffic warnings and route suggestions based on the user's location and travel destination, making it convenient for users to adjust their travel plans in a timely manner

By utilizing GPS positioning systems and onboard sensors installed on public transportation vehicles, real-time information such as the vehicle's location, speed, and passenger capacity can be obtained. The dispatch center dynamically adjusts the departure intervals and operating routes of buses based on these data and real-time road conditions

Ability to perceive the number and waiting time of pedestrians. When there are many pedestrians waiting to cross the road or the waiting time is too long, the green light time for pedestrians should be appropriately extended to protect their traffic rights. Some systems can also intelligently interact with vehicle signal lights. For example, in the absence of vehicle traffic, turning on pedestrian signal lights in advance can improve the overall traffic efficiency at the intersection

Electronic bus stop signs can display real-time information such as the location and estimated arrival time of buses. Passengers can clearly understand the operation of the vehicle at the platform, reducing the anxiety of waiting. Some electronic station signs can also provide travel advice, such as transfer information, information about surrounding transportation hubs, etc., making it convenient for passengers to plan a complete travel route

By utilizing GPS positioning systems and onboard sensors installed on public transportation vehicles, real-time information such as the vehicle's location, speed, and passenger capacity can be obtained. The dispatch center dynamically adjusts the departure intervals and operating routes of buses based on these data and real-time road conditions< For example, in the event of traffic congestion, adjusting the departure time of subsequent vehicles in a timely manner can avoid vehicle crowding, while also providing accurate vehicle arrival time predictions for passengers, making it convenient for them to arrange their travel

This is the core part of the traffic signal control system. It can automatically adjust the duration of traffic lights based on real-time traffic flow. For example, during peak hours, based on data from traffic flow sensors, increase the green light time on main roads and decrease the green light time on branch roads to improve the traffic efficiency of main roads. It can achieve coordinated control at multiple intersections. Through the analysis of traffic data, the signal lights at adjacent intersections are linked and controlled to enable vehicles to pass smoothly within the green wave zone and reduce the number of parking times

Using GPS, Beidou and other positioning technologies to accurately track the real-time position of public transportation vehicles with a small error range. This helps the dispatch center to clearly grasp the whereabouts of vehicles, facilitate the reasonable arrangement of operation plans, and also enable passengers to obtain accurate vehicle location information through electronic station signs or mobile applications

Based on historical operational data (such as passenger flow, peak and off peak periods, etc.) and the characteristics of bus routes, intelligent algorithms are used to automatically generate vehicle scheduling plans. This scheduling method is more scientific and reasonable, which can effectively improve the utilization rate of vehicles, reduce empty driving and excessive centralized operation. Dispatchers can make real-time adjustments to the operation of vehicles based on actual road conditions (such as traffic congestion, road construction, etc.), emergencies (such as traffic accidents, severe weather, etc.), and the real-time status of vehicles. For example, increasing or decreasing the investment of vehicles on specific routes, adjusting departure intervals, or changing the route of vehicles to ensure the efficiency and stability of public transportation operations

Integration of multiple payment methods: support traditional bus card payment, city all-in-one card payment, and also compatible with emerging mobile payment methods, such as WeChat payment, Alipay payment, UnionPay cloud flash payment, etc. Provide passengers with diverse payment options, making it convenient for them to quickly and conveniently complete their travel expenses< Payment Security and Settlement System: Adopting advanced encryption technology to ensure the security and reliability of the payment process and prevent payment information leakage. At the same time, being able to accurately record every payment transaction information and settle it in a timely manner facilitates fund settlement between public transportation operators and payment institutions, and also helps with financial management and statistical analysis

Vehicle information display module: It displays real-time arrival information of public transportation vehicles to passengers through LCD or LED screens, such as estimated arrival time, distance to the station, and whether the vehicle is delayed. Some electronic station signs can also display the full load status of vehicles, helping passengers to better choose their vehicles< Information publishing module: In addition to public transportation information, it can also publish city traffic information (such as road control notices, traffic flow alerts, etc.), weather forecasts, news information, advertisements, and other content. This not only provides passengers with more practical information, but also increases the commercial value of electronic station signs

The smart charging application system is an innovative solution in the field of new energy vehicle charging. It integrates intelligent hardware and software management platforms to achieve efficient and convenient charging services. In terms of hardware, the charging station has multiple power options to meet the needs of different vehicle models, and supports fast charging technology, greatly reducing charging time. At the same time, it has intelligent recognition function, which can automatically match the vehicle charging protocol to ensure safe and stable charging

The taxi comprehensive supervision service platform is a key support for urban traffic management. It integrates positioning and tracking technology to monitor the real-time location and driving trajectory of taxis, ensuring operational safety and standardization. It can intelligently schedule vehicles, optimize resource allocation, and alleviate the difficulty of taking a taxi. The passenger evaluation system can collect feedback and promote the improvement of service quality. The platform also has data statistics and analysis functions, providing decision-making basis for management departments, such as capacity allocation, market trend analysis, etc. Simultaneously achieving interconnectivity with other transportation systems, promoting the integrated development of urban transportation, and comprehensively improving the operational efficiency and management level of the taxi industry& nbsp;

The driving monitoring and intelligent scheduling system is the core assistance of modern transportation. It collects real-time data such as vehicle position, speed, and driving status through on-board devices, and uses satellite positioning and sensor technology to achieve precise monitoring. The system intelligently generates the optimal scheduling plan based on big data analysis of road conditions and vehicle distribution, arranges vehicle routes and tasks reasonably, improves operational efficiency, and reduces empty driving rates. In terms of safety, timely detection and warning of abnormal driving behavior can effectively prevent accidents. Whether in the fields of public transportation, freight transportation, or passenger transport, this system can significantly improve management efficiency, enhance transportation safety and economy, and promote the intelligent upgrading of the transportation industry& nbsp;