新闻
Large Language Models for HVAC Operations in Building Energy Systems: A Critical Review of Methods, Applications, and Deployment Readiness
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- A systematic review of 66 studies on large language models for HVAC building systems found only four pilot-level projects and zero operational deployments.
- 为何重要
- Building engineers and facility managers evaluating LLM adoption for heating, cooling, and energy management should understand current maturity limits.
- 注意
- LLMs show promise only as semantic and workflow support layers, not autonomous controllers; traditional ML and model predictive control remain more reliable for actual control.
- llm
- language model
- rag
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