基于大模型智能插座的存量空调智能化改造方案研究  

A Retrofit Solution for Existing Air Conditioners Based on Large Language Model Smart Plugs

作　　者：洪德欣 许炜 吴娟美 

机构地区：[1]广东省智能家电研究院,广州528244

出　　处：《日用电器》2025年第1期70-75,共6页ELECTRICAL APPLIANCES

摘　　要：我国家用空调保有量巨大,但大量存量空调存在能效低、功能单一、智能化程度不足等问题,难以满足用户日益增长的智能化生活需求。为提升存量空调的性能和用户体验,本文提出一种基于大模型智能插座的智能化改造方案。该方案通过加装智能插座,利用大模型对空调运行数据、用户使用习惯和环境数据进行分析,实现智能控制、节能优化和预测性维护。本文重点阐述了系统架构、工作原理、大模型算法设计以及改造方案的具体实现,并分析了方案的优势和潜在的经济与社会效益。China has a huge number of household air conditioners,but a large number of existing air conditioners have problems such as low energy efficiency,single function,and lack of intelligence,which are difficult to meet the growing intelligent living needs of users.In order to improve the performance and user experience of existing air conditioners,this paper proposes an intelligent transformation scheme based on large model smart plug.By installing smart plug,the scheme uses large language model to analyze the air conditioning operation data,user habits and environmental data,so as to realize intelligent control,energy saving optimization and predictive maintenance.This paper focuses on the system architecture,working principle,large model algorithm design and the specific implementation of the transformation scheme,and analyzes the advantages and potential economic and social benefits of the scheme.

关 键 词：存量空调 智能化改造 大模型 智能插座 预测性维护 节能优化 智能控制 

分 类 号：TM925.12[电气工程—电力电子与电力传动] TP18[自动化与计算机技术—控制理论与控制工程]