大数据背景下智能家居控制系统的设计与实现 -计算机科学与技术专业

摘要

近年来，随着人工智能和物联网技术的快速发展，智慧家居产品也逐渐普及。智慧家居大数据分析和优化调控系统的设计，已成为提高家居生活品质的关键技术之一。本文结合智慧家居大数据分析的特点和局限性，针对目前智慧家居调控缺乏统一规范、时效性等问题，提出并实现了基于改进控制算法的智能优化调控系统。该系统采用大数据分析技术，通过建立智慧家居设备的数据模型，采集家居环境数据，运用优化算法进行控制，实现对设备与环境的优化调节，并可实现远程操控和自动化控制。系统实验结果表明，该系统能够有效提高智慧家居设备的性能水平，提升用户生活品质。

关键词：智慧家居、大数据分析、优化控制、改进算法

Abstract

In recent years, with the rapid development of artificial intelligence and Internet of Things technology, smart home products are gradually popularized. Smart home big data analysis and optimization control system design has become one of the key technologies to improve the quality of home life. Based on the characteristics and limitations of smart home big data analysis, this paper proposes and implements an intelligent optimization control system based on improved control algorithm in view of the lack of unified standards and timeliness of smart home control. The system uses big data analysis technology, through the establishment of smart home equipment data model, collection of home environment data, the use of optimization algorithm for control, to achieve the optimization of equipment and environment adjustment, and can achieve remote control and automatic control. The experimental results show that the system can effectively improve the performance level of smart home devices and improve the quality of life of users.

Keyword: Smart home, big data analysis, optimization control, improved algorithm

摘要 1
Abstract 1
1绪论 2
2住宅智能化控制系统的研制 2
2.1住宅智能化控制体系架构 2
2.2基于大数据的大型数据库系统的开发 3
2.3智能控制方法的研究 5
3住宅智能化监控系统的设计与实现 6
3.1系统的硬件设计与实现 6
3.2软件设计与实现 7
4. 试验和结果的分析 8
4.1试验条件及数据采集 8
4.2数据的处理与分析 8
4.3系统特性及试验研究 9
5.结论 9
参考文献 11

大数据背景下智能家居控制系统的设计与实现

升级VIP

每日签到

联系QQ

返回顶部