Smart home energy management: A reactive and anticipatory approach

被引：0
|
作者：
Siddiqui, S [1 ]
Simmons, G [1 ]
机构：
[1] Univ S Alabama, Mobile, AL 36688 USA
来源：
ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2 | 2005年
关键词：
AI; expert systems; embedded systems;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper summarizes experiments conducted, using a fully instrumented home, aimed at reducing power consumption through intelligent management of power consuming devices within the home The home used in the experiment was constructed specifically for this purpose and was actually located within a larger laboratory environment. Control hardware and software was developed along with a GUI interface to display the current status of devices within the home A rule-based expert system was developed that reactively controlled devices within the home based on the activities of the occupants. The power savings realized were significant.
引用
下载
收藏
页码：314 / 320
页数：7
相关论文
共 50 条
  • [31] A Fuzzy TOPSIS Approach for Home Energy Management in Smart Grid with Considering Householders' Preferences
    Sianaki, Omid Ameri
    Masoum, Mohammad A. S.
    2013 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES (ISGT), 2013,
  • [32] Smart Home Energy Management Including Renewable Sources: A QoE-Driven Approach
    Pilloni, Virginia
    Floris, Alessandro
    Meloni, Alessio
    Atzori, Luigi
    IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (03) : 2006 - 2018
  • [33] An Intelligent Energy Management Scheme With Monitoring and Scheduling Approach for IoT Applications in Smart Home
    Yang, Tui-Yi
    Yang, Chu-Sing
    Sung, Tien-Wen
    2015 THIRD INTERNATIONAL CONFERENCE ON ROBOT, VISION AND SIGNAL PROCESSING (RVSP), 2015, : 216 - 219
  • [34] An Agent-Based Model for Energy Management of Smart Home: Residences' Satisfaction Approach
    Ebrahimi, Mahoor
    Hajizade, Amin
    DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 2019, 801 : 378 - 384
  • [35] A Smart Home Energy Management System Using IoT and Big Data Analytics Approach
    Al-Ali, A. R.
    Zualkernan, Imran A.
    Rashid, Mohammed
    Gupta, Ragini
    AliKarar, Mazin
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2017, 63 (04) : 426 - 434
  • [36] Integrated Energy Optimization with Smart Home Energy Management Systems
    Asare-Bediako, B.
    Ribeiro, P. F.
    Kling, W. L.
    2012 3RD IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT EUROPE), 2012,
  • [37] Distributed Energy Resources with Home Energy Management in Smart Grid
    Zhou, Yimin
    Chen, Yanfeng
    Xu, Guoqing
    2014 IEEE 23RD INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2014, : 2578 - 2583
  • [38] Home Energy Management in Smart Grid with Renewable Energy Resources
    Zhou, Yimin
    Chen, Yanfeng
    Xu, Guoqing
    Zheng, Chunhua
    Cheng, Ming
    2014 UKSIM-AMSS 16TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM), 2014, : 351 - 356
  • [39] Energy Management of Smart Home with Home Appliances, Energy Storage System and Electric Vehicle: A Hierarchical Deep Reinforcement Learning Approach
    Lee, Sangyoon
    Choi, Dae-Hyun
    SENSORS, 2020, 20 (07)
  • [40] Prioritized Energy Optimal Management for Home-to-Home in Smart Grid
    Yoo, Yoon-Sik
    Lee, Jae-Seang
    Lee, Il-Woo
    Choi, Jun Kyun
    2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2017,
12345