基于大模型的建筑环境多智能体控制系统
Intelligent Building Environment Control System Based on LLM
丁双安 1王欢欢 1凌云雅1
作者信息
- 1. 宏景科技股份有限公司,广州 510663;智慧城市云边端协同技术广东省工程研究中心,广州 510663
- 折叠
摘要
在智能建筑领域,实时调整内部环境以满足每个个体的需求一直是一项挑战.本文提出一种解决策略,那就是使用以大模型为核心的智能体控制系统.通过智能体控制系统与用户的交互,来理解并满足他们的需求.通过将用户引入到环境调整过程中,我们可以更好地理解他们的舒适度要求,并通过智能体进行处理,实现对温度、湿度、光照度等环境因素的实时调整.通过与用户持续的交互和调整,我们可以不断优化本地知识库,使得智能体控制系统在用户的使用过程中,实现更精准的环境因素调控,使建筑室内环境更加贴近每个人的期望.本研究阐明了基于人机交互的智能体控制系统在智能建筑领域的潜能,并预示了未来以大模型为核心的智能体控制系统在该领域的发展前景.
Abstract
In the field of smart buildings,it has always been a challenge to adjust the internal environment in real time to meet the needs of each individual.This paper proposes a solution strategy that uses large models and interacts with people to understand and meet their needs.By bringing users into the environmental adjustment process,we can better understand their comfort requirements and deal with them through large models.We designed a user-friendly human-machine interface to collect user feedback and use a large model to realize real-time adjustment of environmental factors such as temperature,humidity and illumination.Through continuous interaction and adjustment with users,we can continuously optimize the results of the large model,making the environment in the smart building closer to everyone's expectations.This study illustrates the potential of human-computer interaction in the field of intelligent buildings,and predicts the future development prospects of large models in this field.
关键词
智能建筑/大模型/LLM/智能体/环境调整/用户参与Key words
intelligent building/large model/LLM/agent/environmental adjustment/user participation引用本文复制引用
出版年
2024
NETL
NSTL
万方数据