The carbon footprint management system for new energy buses realizes the interconnection of transportation operation elements and data. Combined with technologies such as mobile Internet, intelligent control, GIS, BI (Business Intelligence), big data, and multi-agent distributed intelligent computing, and based on the concepts of model-driven design and service Internet optimization, it conducts data analysis and visual management services for new energy buses in aspects such as parking, charging, load, battery, and driving routes through a real-time monitoring system.
By using algorithm models, it converts data resources and service resources into carbon emission calculations for urban buses, and displays the carbon emission status of buses in the form of maps and charts. Managers can intuitively understand the carbon emission status of different regions and different vehicles through the interface, and adjust operation strategies and manage modes in a timely manner. The system conducts data analysis based on the spatiotemporal dimension, considering the two-dimensional factors of time and space as follows:
Using geographic information data, it analyzes the driving routes, road congestion, stations, and traffic lights of buses to understand the carbon emission status at different time periods and locations.
Leveraging the characteristics of time-series data—such as high dimensionality, complexity, dynamics, high noise, and easy scalability to large scales—it analyzes the impact of different environmental factors on battery performance, lifespan, and charging/discharging speed, conducts data mining, and displays the overall situation of the transportation carbon emission data chain from multiple dimensions.
Carbon Footprint Calculation Method
Carbon footprint calculation is the core function of the entire platform. For the energy consumption data of electric buses during operation, a scientific and reasonable calculation method is developed to accurately evaluate their carbon footprint. This calculation method should take into account various factors such as vehicle operation status, energy type, and charging method, and comply with internationally accepted carbon emission accounting standards.
Currently, the carbon emission statistics and accounting data in the urban public transportation field are mainly derived from the calculation of energy conversion and consumption after the "oil-to-electricity" transition. However, in the complex three-dimensional environment of urban transportation, most of the variable factors affecting carbon emissions are collected and accounted for based on industry statistical data, and effective dynamic collection and measurement verification have not yet been implemented. Such factors include energy sources, load/passenger capacity, traffic conditions, climate, and speed. Through the connection of 5G, IoT, big data, and other technologies, this project needs to extract and collect key influencing factors, effectively capture the "carbon footprint", and achieve data interaction. In the system algorithm model, it is necessary to calculate the average per capita kilometer emission factor for travel of registered users in the scenario, the industry carbon emission equivalent (BE), and the carbon emission equivalent (PE) of registered vehicles in the system.
FAQ
1. When and where is the Expo scheduled to take place?
The Expo will run from May 13 to 15, 2026, at Xiamen International Conference and Exhibition Center (XICEC), Xiamen, China, Hall C.
2. What is the size of the exhibition?
This event is of an extremely large scale, covering 40,000 m², featuring 350+ companies, and is expected to attract over 30,000 professional visitors from all over the world.
3. What kinds of activities will there be?
More than 80+ professional forums and events will focus on the topics of smart mobility, transportation communication, safety, and sustainable development, etc.
4. How many countries and regions participate?
The participants represent 80+ countries and regions, and the event is a global summit of the intelligent transportation innovation.
5. Are there cooperation opportunities?
Definitely. With 1,000+ global partners, the Expo is a perfect place for business collaboration, technology exchange, and investment.
6. Who can provide me with more information?
If you want to get more details, you can contact the Organizing Committee via the official website's Contact Us section.
