# Multi-Agent Architecture in Distributed Environment Control Systems: vision, challenges, and opportunities

arXiv: https://arxiv.org/abs/2502.15663 · HTML: https://mlsanity.com/paper/2502.15663/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 8 references that are in the map.
- First posted on arXiv 21 Feb 2025.

## Abstract (arXiv)

The increasing demand for energy-efficient solutions in large-scale infrastructure, particularly data centers, requires advanced control strategies to optimize environmental management systems. We propose a multi-agent architecture for distributed control of air-cooled chiller systems in data centers. Our vision employs autonomous agents to monitor and regulate local operational parameters and optimize system-wide efficiency. We demonstrate how this approach improves the responsiveness, operational robustness, and energy efficiency of the system, contributing to the broader goal of sustainable infrastructure management.