Explanations Engine for Energy Management Systems in Buildings

被引:0
|
作者
Alyafi, Amr Alzouhri [1 ]
Guillbaud, Jean-Phillipe [2 ]
Reignier, Patrick [2 ]
Ploix, Stephane [1 ]
机构
[1] Grenoble Inst Technol, GSCOP, 46 Ave Felix Viallet, Grenoble, France
[2] Univ Grenoble Alpes, CNRS, INRIA, LIG, F-38000 Grenoble, France
关键词
building; efficient energy use; differential explanations; causality; multi-objective optimization; differential evolution; Pareto-optimality; ambient intelligence; user advice generation;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Humans live and spent their times in buildings. Determining the best configuration for their office or apartment (HVAC configuration, doors and windows positions, usage of appliances,...) is becoming subtle because low consumption buildings are becoming more and more sensitive to human behavior. Moreover, variable energy costs and energy availability issues increase the complexity of the energy management problem. In such complex situations, many scientific research and engineering works are ongoing with the aim of supporting occupants in their everyday life, but still, in most cases, there is a need for experts to design models for living zones to manage, which is time-consuming and very costly. This paper will continue in the stream to help occupants to understand their energy systems and the impact of their actions on the system, by providing causal explanations and presenting a path diagram for all actions and environmental changes and their consequences.
引用
收藏
页码:722 / 729
页数:8
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