As AI technology continues to advance, AI Computing Centers (AIDC) are handling more data and higher workloads than ever. This creates growing demands on power systems, and UPS lithium batteries, which protect critical equipment, face new safety challenges.
To help address these risks, Vision Group, a leader in smart energy solutions, has released a white paper on AIDC UPS lithium battery safety. It outlines potential hazards, gaps in existing safety standards, and practical strategies to maintain reliability in high-demand computing environments.
Unique Challenges for AI Computing
AIDC operations are not the same as traditional data centers. They experience frequent surges and rapid load shifts that put constant stress on battery systems. Standard UPS lithium battery designs and safety rules often cannot fully address these conditions, making specialized solutions necessary.
Key Takeaways from the White Paper
The white paper focuses on four main areas:
- AIDC-Specific Battery Risks – High-intensity workloads can cause voltage drops, heat accumulation, and faster system wear.
- Limitations of Current Standards – Existing guidelines do not adequately cover long-term charging combined with rapid discharge patterns common in AI computing.
- Recommended Safety Strategies – Vision Group proposes a comprehensive approach that includes:
- Four-tier safety architecture spanning cells, modules, cabinets, and the full system
- Multiple layers of fire protection at all levels
- End-to-end management from factory to operation, including transport, installation, and ongoing maintenance
- Future Directions – The paper explores emerging technologies such as liquid cooling, AIOps, and solid-state batteries, and calls for safety standards specifically tailored to AIDC environments.
Advancing Safer AI Infrastructure
The goal of the white paper is to highlight the importance of UPS lithium battery safety, provide actionable guidance, and support the growth of high-performance AI computing. The full report is available here.
About Vision Group
Founded in 1994 in Shenzhen, Vision Group delivers intelligent energy solutions globally. With five research and production centers, the company supplies reliable UPS batteries to customers in more than 100 countries. Vision Group partners with top global power providers, including Vertiv, Schneider Electric, Eaton, Socomec, and Delta.
Learn more at Vision Group.


