基于用电监测分析的独居老人安全守护

随着社会老龄化程度越来越高，留守老人、空巢老人越来越多，通过引入大数据分析等先进技术工具和手段，分析独居老人的生活习惯与用电规律，帮助社区及时了解这一特殊群体的生活情况，有效降低突发意外安全风险。从而提升独居老人的生活监护能力，提升养老服务工作效率和质量。Against the backdrop of accelerating social population aging, the number of left-behind and empty-nest elderly has been growing rapidly. Leveraging advanced technical tools and methods such as big data analysis, this dataset analyzes the living habits and electricity consumption patterns of elderly people living alone, enabling communities to timely grasp the living status of this vulnerable elderly group, effectively reducing the risk of accidental safety emergencies, and thereby enhancing the living monitoring capabilities for solitary elderly individuals as well as improving the efficiency and quality of elderly care services.

搜集汇总

背景与挑战

背景概述

该数据集通过收集和分析独居老人的用电数据，旨在监测其生活状况并提供异常预警，以提升独居老人的生活监护能力和养老服务质量。数据集包括独居老人清单和用电数据，通过模型设计和计算服务实现用电异常和居家意外预警，并通过短信推送预警信息。