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基于AI大模型的多智能体暖通行业能源管理系统构建研究

吴心雨 刁雅静 邓佳苗

软件导刊2026,Vol.25Issue(3):36-46,11.
软件导刊2026,Vol.25Issue(3):36-46,11.DOI:10.11907/rjdk.242023

基于AI大模型的多智能体暖通行业能源管理系统构建研究

Research on the Construction of AI-large-model-based Multi-agent Energy Management System in the HVAC Industry

吴心雨 1刁雅静 2邓佳苗2

作者信息

  • 1. 江苏科技大学 经济管理学院,江苏 镇江 212100||智子熹源(上海)科技有限公司,上海 201210
  • 2. 江苏科技大学 经济管理学院,江苏 镇江 212100
  • 折叠

摘要

Abstract

Facing the numerous challenges in energy management of the HVAC industry and the opportunities brought by the development of artificial intelligence,this research constructs an HVAC energy-saving intelligent management system based on the AI large model.This sys-tem encompasses five core agents:knowledge question and answering,data analysis,operation management,energy-saving optimization,and document generation.By elaborating on the core technical principles and implementation methods of each agent,their individual functions and collaborative working mechanisms are demonstrated.For instance,the knowledge-question-answering agent provides professional con-sulting services,the data analysis agent assists in energy consumption analysis,the operation management agent ensures the stable operation of the system,the energy-saving optimization agent achieves energy-saving and consumption reduction goals,and the document generation agent is responsible for managing knowledge documents.Practical applications and performance evaluations show that the system performs ex-cellently in key indicators such as accuracy,response time,and stability,effectively meeting practical requirements.providing strong support for achieving the dual goals of energy saving,emission reduction and creating a comfortable environment,and possessing broad development prospects and application value.

关键词

AI大模型/暖通行业/多智能体系统/能源管理/智能问答/节能优化

Key words

AI large model/HVAC industry/multi-agent system/energy management/intelligent question-answering/energy-saving op-timization

分类

信息技术与安全科学

引用本文复制引用

吴心雨,刁雅静,邓佳苗..基于AI大模型的多智能体暖通行业能源管理系统构建研究[J].软件导刊,2026,25(3):36-46,11.

软件导刊

1672-7800

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