The Schneider Electric Putuo factory is a production base for key electrical equipment such as contactors and thermal overload relays. With the booming development of the new energy market, the factory has seen a surge in orders over the past four years, with product varieties quadrupling, but it also faces challenges in supply chain stability and response speed.
To address these challenges, this nearly thirty-year-old “old factory” actively embraces digital transformation, deeply integrating advanced technologies such as Machine Learning (ML), Generative Artificial Intelligence (AIGC), automation, and the Internet of Things (IoT). This comprehensive innovation spans core processes from product R&D prototype design, flexible intelligent production, predictive maintenance operations, to end-to-end supply chain collaboration, covering key aspects of R&D, procurement, production, and delivery, shaping an efficient and agile end-to-end value chain. In October 2024, the factory stood out in a competitive global selection and was recognized as an “End-to-End Lighthouse Factory” by the World Economic Forum.
01 AI-Driven R&D: Accelerating Product Development
The factory has deeply integrated Machine Learning (ML) technology into product prototype development, establishing an intelligent product life testing platform. By automatically collecting test data through Industrial IoT devices (IoT Box), it relies on a private cloud platform to achieve multi-source experimental data integration and model dynamic optimization. By analyzing abnormal test data, the system identifies the main factors of test failures, not only accurately pinpointing the root causes of failures but also predicting product lifespan in real-time based on collected test data, reducing the new product development cycle by an average of 63% and significantly enhancing market response agility.
Schneider Electric Putuo Factory Recognized as “End-to-End Lighthouse Factory”
02 Flexible Intelligent Manufacturing Ecosystem: The “Dance” of Orders and Production Lines
Faced with the production challenge of quadrupling product varieties, the factory innovatively deployed a third-generation fully automated modular flexible production line. Through modular design and quick-connect interface design, the production line can be plug-and-play and freely reconfigured; four-axis robots provide flexible feeding, and an AI visual quality inspection system (collaborative robots + AI image quality inspection) ensures quality in real-time, thus achieving flexible feeding. More critically, the intelligent end-to-end supply chain injects a “nervous system” into flexible production—real-time connectivity of orders, inventory, and equipment data, dynamically generating optimal production scheduling plans based on Machine Learning (ML) and operational algorithms. When factory orders fluctuate, the system can automatically trigger production line module switching, increasing equipment utilization by 85%, speeding up production by 65%, and significantly shortening order production and delivery time by 67%.
Schneider Electric Putuo Factory Flexible Production Line
03 Human-Machine Collaborative Operations: The “Golden 30 Minutes” for Fault Handling
To break through the bottleneck of equipment maintenance efficiency in operations, the factory has built an intelligent maintenance system that integrates IoT, Augmented Reality (AR), and Generative Artificial Intelligence (AIGC). Maintenance personnel obtain real-time parameters of equipment through AR glasses, with voice interaction freeing their hands; a large language model (LLM) automatically analyzes documents from a historical knowledge base formed through experience summaries, recommending optimal solutions. With the help of the IoT platform, the factory has achieved interconnectivity of OT (real-time monitoring and control in industrial environments) device data, collecting equipment alarm information and key data in real-time. Through the human-machine collaborative intelligent maintenance model, maintenance time is reduced by 30%, perfectly integrating the experience of seasoned workers with the computational power of AI.
Integration of AI Technology and Production Operations
Efficient Collaboration Between People and Technology
04 The Future
The successful transformation of Schneider Electric’s Putuo factory is attributed to its deep lean management, solid digital foundation, and digital talent reserve. By accurately identifying key business scenarios and deeply applying advanced technologies such as AI, it has achieved efficient collaboration between people and technology, promoting the deep integration of AI technology and production operations. The factory’s per capita production efficiency has increased by 82%, and the new product launch cycle has been compressed from the previous 4-5 years to as short as 6 months, achieving a highly resilient and agile “end-to-end” operational model. Schneider Electric’s Putuo factory has set a benchmark for the transformation and upgrading of traditional manufacturing. In the future, the factory will continue to explore the deepening application of AI in broader scenarios and is committed to empowering the entire industry chain with the “lighthouse” experience for mutual enhancement.
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