Intelligent Flow Measurement Has Become Essential for Next-Generation Data Center Cooling

Discover how flow data can support both building management systems and data center infrastructure management (DCIM) platforms, providing greater visibility across increasingly complex AI data center cooling environments.
Oct. 12, 2026

As AI workloads drive higher rack densities and greater thermal demands, data center liquid cooling is becoming an increasingly important part of modern facility design. But moving from traditional air cooling to liquid-based architectures also creates a greater need to understand exactly what is happening inside critical cooling loops.

This Ask the Expert explains why flow measurement for data centers is becoming essential to cooling performance, efficiency, and uptime. It explores how chilled water flow monitoring, combined with temperature and other operational data, can provide greater visibility into cooling system performance and help operators make more informed decisions about energy and water use.

The discussion also examines magnetic flow meters, which are ideally suited for many liquid cooling applications and can deliver accurate measurements without introducing pressure loss. It provides insight into installation considerations, commissioning challenges, piping constraints, and the importance of measurement accuracy and repeatability as facilities scale.

For teams designing, building, or operating next-generation infrastructure, understanding the role of flow measurement is becoming an important part of optimizing the cooling systems that support high-density computing. Discover how flow data can support both building management systems and data center infrastructure management (DCIM) platforms, providing greater visibility across increasingly complex AI data center cooling environments.