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The IoT and Cloud Based Smart Home Automation for a Better Energy Efficiency

机译:物联网和基于云的智能家居自动化可提高能效

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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.
机译:本文提出了一个集成物联网、云技术和智能嵌入的改进型智能家居自动化系统的原型。通过使用物联网,用户可以实现远程控制家用电器的自动化和能力。由于智能家居还需要考虑能量效率的重要性,同时提供一定程度的舒适性,还通过放置多个电流和电压传感器来监测能量消耗。Raspberry Pi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。当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居条件做出正确的决策。同时采用KMeans算法对智能家居用户的能耗进行聚类。

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