Analyzing the Energy Consumption of Smart Home and Price Prediction

Milka Kutseva
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Abstract

This paper describes a system that is used to gather data from Smart Home sensors measuring energy consumption, analyze and predict future consumption by using machine learning algorithm for prediction. It focuses on the architecture of the system as well as the need for such system to exist in practice – why the consumption should be measured at all and how that measurement can be put to good use for achieving energy efficiency.
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智能家居能耗分析与价格预测
本文介绍了一个系统,该系统用于从测量能耗的智能家居传感器收集数据,并利用机器学习算法分析和预测未来的能耗。本文重点介绍了系统的架构以及此类系统在实践中存在的必要性--为什么要测量能耗,以及如何将测量结果很好地用于实现能源效率。
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