基于物联网和云的智能家居自动化,提高能源效率

Rosida Nur Aziza, Puji Catur Siswipraptini, Ma. Jabbar, Riki Ruli Siregar
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引用次数: 0

摘要

本文提出了一种集成物联网、云技术和智能嵌入的改进型智能家居自动化系统原型。使用物联网可以实现自动化和用户远程控制家用电器的能力。由于智能家居还需要考虑能源效率的重要性,同时提供一定程度的舒适度,因此能源消耗也通过放置几个电流和电压传感器来监测。树莓派微控制器板用于收集和处理来自传感器的信息,并允许将数据上传到云数据库。应用程序在自动模式下运行时,采用基于模糊的算法帮助智能家居控制器根据当前家庭状况提供正确的决策。同时利用KMeans算法对智能家居用户的能耗进行聚类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The IoT and Cloud Based Smart Home Automation for a Better Energy Efficiency
This paper proposes a prototype of an improved smart home automation system, with the integration of IoT, cloud technologies, and intelligence embedding. The automation and the ability for users to control their home appliances remotely are enabled with the use of IoT. Since a smart home also requires to consider the importance of energy efficiency while offering a certain level of comfort, the energy consumption is also monitored by placing several current and volatage sensors. The Raspberry Pi microcontroller board is used to gather and process information from sensors and allows the uploading of the data to the cloud database. A fuzzy-based algorithm is employed for helping the smart home controller to provide the right decisions based on the current home condition when the application runs in automatic mode. Meanwhile KMeans Algorithms is implemented to cluster the smart home user’s energy consumption.
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