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
相关论文
共 50 条
  • [41] Smart energy tools for buildings energy management
    Suciu, George
    Urelu, Teodora U.
    Jimenez, Carlos
    PROCEEDINGS OF 2019 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT-EUROPE), 2019,
  • [42] A predictive and adaptive control strategy to optimize the management of integrated energy systems in buildings
    Brandi, Silvio
    Gallo, Antonio
    Capozzoli, Alfonso
    ENERGY REPORTS, 2022, 8 : 1550 - 1567
  • [43] Quantification of Load Flexibility in Residential Buildings Using Home Energy Management Systems
    Munankarmi, Prateek
    Jin, Xin
    Ding, Fei
    Zhao, Changhong
    2020 AMERICAN CONTROL CONFERENCE (ACC), 2020, : 1311 - 1316
  • [44] A method for estimating electricity consumption patterns of buildings to implement Energy Management Systems
    Diaz-Acevedo, Jairo A.
    Grisales-Norena, Luis F.
    Escobar, Adolfo
    JOURNAL OF BUILDING ENGINEERING, 2019, 25
  • [45] Buildings Energy Efficiency and Innovative Energy Systems
    Leal, Vitor
    ENERGIES, 2021, 14 (16)
  • [46] A Search Engine for Systems Management
    Feridun, Metin
    Tanner, Axel
    PROCEEDINGS OF THE 2010 IEEE-IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, 2010, : 697 - 710
  • [47] Potentials of Sustainable Energy Management in Buildings
    Katzenbach, Rolf
    Clauss, Frithjof
    Zheng, Jie
    2015 5TH INTERNATIONAL YOUTH CONFERENCE ON ENERGY (IYCE), 2015,
  • [48] An Energy Management Platform for Public Buildings
    Ferreira, Joao C.
    Afonso, Jose A.
    Monteiro, Vitor
    Afonso, Joao L.
    ELECTRONICS, 2018, 7 (11):
  • [49] ENERGY MANAGEMENT OF BUILDINGS WITH A FOCUS ON MUNICIPALITIES
    Smutkova, Karolina
    Gregor, Jiri
    Varbanov, Petar Sabev
    Stehlik, Petr
    6TH INTERNATIONAL CONFERENCE ON TECHNOLOGIES & BUSINESS MODELS FOR CIRCULAR ECONOMY, 2024, : 127 - 158
  • [50] ENERGY MANAGEMENT OF DISTRICT HEATING IN BUILDINGS
    Chmielnicki, Witold J.
    RYNEK ENERGII, 2010, (05): : 110 - 117