Development of multi-agent system for building energy and comfort management based on occupant behaviors

被引:121
|
作者
Yang, Rui [1 ]
Wang, Lingfeng [1 ]
机构
[1] Univ Toledo, Dept Elect Engn & Comp Sci, Toledo, OH 43606 USA
关键词
Building energy and comfort management; Intelligent buildings; Multi-agent system; Occupant behaviors; POWER ENGINEERING APPLICATIONS;
D O I
10.1016/j.enbuild.2012.10.025
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Energy and comfort management is the major task for a building automation system. As a trend of next-generation's commercial buildings, intelligent buildings are capable of facilitating intelligent control of the building to fulfill occupants' needs. Since occupants' behaviors have a direct impact on the system performance, the building should be able to interact with occupants by responding to their requests and obtaining feedbacks based on their behaviors. In this paper, a multi-agent based intelligent control system is developed for achieving effective energy and comfort management in a building environment. The developed multi-agent system turns out to be capable of facilitating the building to interact with its occupants for realizing user-centered control of buildings. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 7
页数:7
相关论文
共 50 条
  • [1] Multi-agent based Smart Grid System Development for Building Energy and Comfort Management
    Altayeva, Aigerim
    Omarov, Batyrkhan
    Giyenko, Andrey
    Cho, Young Im
    [J]. 2017 19TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS (HPCC) / 2017 15TH IEEE INTERNATIONAL CONFERENCE ON SMART CITY (SMARTCITY) / 2017 3RD IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (DSS), 2017, : 58 - 63
  • [2] Coordinating occupant behavior for building energy and comfort management using multi-agent systems
    Klein, Laura
    Kwak, Jun-young
    Kavulya, Geoffrey
    Jazizadeh, Farrokh
    Becerik-Gerber, Burcin
    Varakantham, Pradeep
    Tambe, Milind
    [J]. AUTOMATION IN CONSTRUCTION, 2012, 22 : 525 - 536
  • [3] Multi-agent Based Energy and Comfort Management in A Building Environment Considering Behaviors of Occupants
    Yang, Rui
    Wang, Lingfeng
    [J]. 2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [4] AI-based Building Management and Information System with Multi-agent Topology for an Energy-efficient Building: Towards Occupants Comfort
    Verma, Anurag
    Prakash, Surya
    Kumar, Anuj
    [J]. IETE JOURNAL OF RESEARCH, 2023, 69 (02) : 1033 - 1044
  • [5] Smart Grid - Building Energy Management System: An Ontology Multi-agent Approach to Optimize Comfort Demand and Energy Supply
    Zeiler, Wim
    Boxem, Gert
    [J]. 2013 ASHRAE ANNUAL CONFERENCE, 2013,
  • [6] Fuzzy Reinforcement Learning Multi-agent System for Comfort and Energy Management in Buildings
    Kofinas, Panagiotis
    Dounis, Anastasios
    Korkidis, Panagiotis
    [J]. PROCEEDINGS OF SIXTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICICT 2021), VOL 2, 2022, 236 : 291 - 310
  • [7] Building Energy Saving Design Based on Multi-Agent System
    Zhang Lin
    Zhang Guiqing
    Shen Bin
    Xie Xiuying
    Yan Qiao
    [J]. ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 2, 2010, : 275 - +
  • [8] Research on Energy Management System Based on Multi-Agent
    Luo Junwei
    Zhang Bo
    [J]. THIRD INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY WORKSHOPS (ISECS 2010), 2010, : 253 - 255
  • [9] Multi-agent Control System with Intelligent Optimization for Building Energy Management
    Kan, Ee May
    Yadanar, Khaing
    Ling, Ngee Hoo
    Soh, Yvonne
    Lin, Naing
    [J]. PROCEEDINGS OF THE 18TH ASIA PACIFIC SYMPOSIUM ON INTELLIGENT AND EVOLUTIONARY SYSTEMS, VOL 2, 2015, : 505 - 518
  • [10] Multi-agent Controlled Building Management System
    Priyadarshana, H. V. V.
    Madushanaka, W. K. I.
    Anuruddha, L. L. L.
    Chathura, G. T.
    Hettiarachchi, H. W. D.
    Hemapala, K. T. M. U.
    [J]. 2017 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2017,