In recent years, the French State Railway Group (SNCF) has successively launched future-oriented scientific and technological development planning and research projects such as "Digital French Railway" project, TECH4RAIL's future development vision, SNCF Group's strategic plan "Common French Railway" in 2030, and "Research4Future" plan, which describe the future development goals and key tasks of the company. Among them, the research and development directions related to rolling stock mainly include digitalization of rolling stock, digitalization of repairable parts, automatic train driving, intelligent analysis and prediction, rapid repair and replacement of parts by 3D printing, and manufacturing large and complex parts by composite materials.

(1) Digital iron process

In 2015, the French state-owned railway group launched the "# DIGITALSNCF" project. The project plans to rely on industrial Internet means, on the basis of using target-specific communication networks, data clouds, various sensors and other equipment and tools, supplemented by the business processing of staff. The three major areas of trains, road networks and station buildings are connected by networks to form connected equipment, connected trains, connected road networks and connected stations.

Among them, "connected equipment" and "connected trains" put forward the development direction of locomotives and rolling stock in the future. First, sensors should be deployed on operating trains to collect data, and the collected train data should be intelligently analyzed by computers; The second is to realize the digitalization of locomotives and rolling stock, maintainable parts and information flow.

(2) Future development vision of TECH4RAIL

In 2016, in order to improve performance, safety and reliability, improve customer service and make the railway system more competitive through technological innovation, France Railway put forward the future development vision of TECH4RAIL, which will be comprehensively laid out in three aspects: general trend, technological breakthrough and new business model, so as to gain opportunities in the future mobile transportation competition. French Railway TECH4RAIL divides the railway development promotion model into three stages: by 2020, the existing railway system will be improved, focusing on autonomous driving and 3D printing; From 2021 to 2030, build a disruptive and innovative railway system; From 2031 to 2040, a competitive, convenient and sustainable railway system will be established for railway customers, which will be closely integrated with future transportation.

France Iron TECH4RAIL will eventually achieve five major goals: First, customer-centered system. Interconnect customer needs in real time to provide services that meet expectations, are reliable, safe and easy to access; Second, a competitive system. Reduce costs and maximize the utilization rate of the whole inventory of the railway system; The third is a simplified and standardized system. Enhance the mobility of components and shorten the application time of new technologies; Fourth, a sustainable and responsive system. By optimizing resource utilization and limiting carbon emissions, we can meet the requirements of social public services; Fifth, the system integrated with future mobility. Incorporate the railway system into global door-to-door services, and transform stations into integrated services and various mobility stations.

(3) SNCF Group Strategic Plan "Common French Railway" in 2030

On October 8, 2020, the Board of Directors of French State Railway Group (SNCF) released the strategic plan "Tous SNCF" (Common French Railway) for 2030. The plan establishes two development pillars of SNCF Group: First, help the French economy recover and promote regional coordinated development; Second, strive to achieve financial goals and ensure the Group's ability to resist risks and the sustainability of its operations. The plan is based on the national support plan for railways, with railway business as the core and French business as the main body, and will build SNCF into a leader in the field of sustainable passenger and freight transportation in 2030.

The plan defines four important tasks: human resources, environmental protection, innovation and digitalization, and scale development. In terms of innovation and digitalization, it is proposed to further play the important role of big data in predictive maintenance and automatic trains.

(4) "Research4Future" project

In order to give full play to the potential of innovative technologies to lead the development of railway industry, SNCF launched the "Research4Future" program in 2022, which aims to apply interdisciplinary technologies to enhance the competitiveness of railways in various fields such as reliability, economic cost and energy efficiency. The main research fields are: artificial intelligence, robotics, innovative materials, engineering methods, network security, railway system physics, 3D printing, decision science and cognitive science.