Multi-agent Control System with Intelligent Optimization for Smart and Energy-efficient Buildings

被引：0
|
作者：
Wang, Zhu [1 ]
Yang, Rui [1 ]
Wang, Lingfeng [1 ]
机构：
[1] Univ Toledo, Dept Elect Engn & Comp Sci, Toledo, OH 43606 USA
来源：
IECON 2010 - 36TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY | 2010年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a new control system with an intelligent optimizer is developed which can be applied to energy and comfort management in the smart and energy-efficient buildings. Hierarchical multi-agent theory is used to build this control system, which contains agent-controllers at two levels - a central coordinator-agent at the higher level and multiple local controller-agents at the lower level. Particle Swarm Optimization (PSO) is adopted to optimize the set points of the control system during system operations. This multi-agent intelligent control system is utilized to minimize the main conflict in smart and energy-efficient buildings in terms of power consumption and customers' comfort.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Intelligent Energy Management in Smart and Sustainable Buildings with Multi-agent Control System
    Smitha, S. D.
    Chacko, Fossy Mary
    [J]. 2013 IEEE INTERNATIONAL MULTI CONFERENCE ON AUTOMATION, COMPUTING, COMMUNICATION, CONTROL AND COMPRESSED SENSING (IMAC4S), 2013, : 190 - 195
  • [2] Application of multi-agent control systems in energy-efficient intelligent building
    Altayeva, Aigerim
    Omarov, Batyrkhan
    Suleimenov, Zharas
    Cho, Young Im
    [J]. 2017 JOINT 17TH WORLD CONGRESS OF INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND 9TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (IFSA-SCIS), 2017,
  • [3] 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
  • [4] Intelligent Multi-Agent Based Multilayered Control System for Opportunistic Load Scheduling in Smart Buildings
    Rasheed, Muhammad Babar
    Javaid, Nadeem
    Malik, Muhammad Sheraz Arshad
    Asif, Muhammad
    Hanif, Muhammad Kashif
    Chaudary, Muhammad Hasanain
    [J]. IEEE ACCESS, 2019, 7 : 23990 - 24006
  • [5] Intelligent multi-agent system for smart microgrid energy management
    Elamine, Didi Omar
    Nfaoui, El Habib
    Boumhidi, Jaouad
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS, 2016, 4 (3-4) : 245 - 266
  • [6] Intelligent Multi-Agent System for Smart Home Energy Management
    Li, W.
    Logenthiran, T.
    Woo, W. L.
    [J]. 2015 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT ASIA), 2015,
  • [7] A multi-agent system for controlling intelligent buildings
    Davidsson, P
    Boman, M
    [J]. FOURTH INTERNATIONAL CONFERENCE ON MULTIAGENT SYSTEMS, PROCEEDINGS, 2000, : 377 - 378
  • [8] Towards Multi-Agent Control in Energy-Efficient Data Centres
    Berezovskaya, Yulia
    Yang, Chen-Wei
    Vyatkin, Valeriy
    [J]. IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2020, : 3574 - 3579
  • [9] Multi-agent Intelligent Controller Design for Smart and Sustainable Buildings
    Wang, Zhu
    Yang, Rui
    Wang, Lingfeng
    [J]. 2010 IEEE INTERNATIONAL SYSTEMS CONFERENCE, 2010, : 277 - 282
  • [10] Intelligent multi-agent model for energy-efficient communication in wireless sensor networks
    Saleem, Kiran
    Wang, Lei
    Bharany, Salil
    Ouahada, Khmaies
    Rehman, Ateeq Ur
    Hamam, Habib
    [J]. EURASIP JOURNAL ON INFORMATION SECURITY, 2024, 2024 (01)
12345