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Using knowledge discovery for autonomous decision making in smart grid nodes

机译:使用知识发现进行智能电网节点中的自主决策

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Smart and energy efficient (office) buildings do not only have to implement smart sensors and actuators, they should also be able to be optimized to be as energy efficient as possible based on the behavior of the user. This paper focuses on knowledge extraction of a smart building and automatic rule creation based on that knowledge. We are using different methods to analyze this data, create the appropriate rule set based on the extracted data and based on the correlation and dependencies of different datasets. These methods are also detecting changes in the data (resp. the behavior of the user) and adapts the ruleset accordingly.
机译:智能和节能(办公)建筑不仅必须实现智能传感器和执行器,而且还应能够根据用户的行为进行优化,使其尽可能节能。本文着重于智能建筑物的知识提取和基于该知识的自动规则创建。我们正在使用不同的方法来分析此数据,基于提取的数据以及不同数据集的相关性和依存关系创建适当的规则集。这些方法还可以检测数据的变化(分别是用户的行为)并相应地调整规则集。

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