English

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

Multiagent Systems 2025-02-24 v1 Artificial Intelligence

Abstract

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.

Keywords

Cite

@article{arxiv.2502.15663,
  title  = {Multi-Agent Architecture in Distributed Environment Control Systems: vision, challenges, and opportunities},
  author = {Natasha Astudillo and Fernando Koch},
  journal= {arXiv preprint arXiv:2502.15663},
  year   = {2025}
}

Comments

6 pages, 1 figure, 1 table

R2 v1 2026-06-28T21:53:05.894Z