Fuzzy Energy Management Controller for Smart Homes

被引:1
|
作者
Khalid, Rabiya [1 ]
Abid, Samia [1 ]
Zafar, Ayesha [1 ]
Yasmeen, Anila [1 ]
Khan, Zahoor Ali [2 ]
Qasim, Umar [3 ]
Javaid, Nadeem [1 ]
机构
[1] COMSATS Inst Informat Technol, Islamabad 44000, Pakistan
[2] Higher Coll Technol, Comp Informat Sci, Fujairah 4114, U Arab Emirates
[3] Univ Alberta, Cameron Lib, Edmonton, AB T6G 2J8, Canada
来源
INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING, IMIS-2017 | 2018年 / 612卷
关键词
DEMAND-SIDE MANAGEMENT; LOGIC; SYSTEM;
D O I
10.1007/978-3-319-61542-4_19
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Energy management plays a vital role in maintaining sustainability and reliability of smart grid. It also helps to prevent black-outs. Energy management at consumers side is a complex task. Utility provides incentives like: demand response, time of use and real time pricing models to encourage consumers to reduce electricity consumption in certain periods of time. However, changing energy consumption pattern according to these incentives becomes difficult for consumers. In this paper, we have proposed a fuzzy logic based energy management controller (EMC) for illumination system management. We have used fuzzy logic for reduction of monetary cost and energy consumption. This fuzzy based controller is fully automatic and alters illumination levels between comfort zone of a consumer. It alters illumination level according to price and other input parameters.
引用
收藏
页码:200 / 207
页数:8
相关论文
共 50 条
  • [1] Fuzzy energy management controller and scheduler for smart homes
    Khalid, Rabiya
    Javaid, Nadeem
    Rahim, Muhammad Hassan
    Aslam, Sheraz
    Sher, Arshad
    SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2019, 21 : 103 - 118
  • [2] Improving Quality of Experience Using Fuzzy Controller for Smart Homes
    Ain, Qurat-Ul
    Iqbal, Sohail
    Mukhtar, Hamid
    IEEE ACCESS, 2022, 10 : 11892 - 11908
  • [3] Self-Learning Fuzzy Controller-Based Energy Management for Smart Home
    Yao, Leehter
    Lim, Wei Hong
    Lai, Chien-Chi
    2016 IEEE INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2016, : 87 - 93
  • [4] A Fuzzy Logic Controller for Demand Side Management in Smart Grids
    Atef, Sara
    Eltawil, Amr B.
    ICORES: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH AND ENTERPRISE SYSTEMS, 2019, : 221 - 228
  • [5] Real-Time Energy Management for Smart Homes
    Paul, Subho
    Padhy, Narayana Prasad
    IEEE SYSTEMS JOURNAL, 2021, 15 (03): : 4177 - 4188
  • [6] A Novel Robust Smart Energy Management and Demand Reduction for Smart Homes Based on Internet of Energy
    Alhasnawi, Bilal Naji
    Jasim, Basil H.
    Rahman, Zain-Aldeen S. A.
    Siano, Pierluigi
    SENSORS, 2021, 21 (14)
  • [7] Trust aware energy management system for smart homes appliances
    Qureshi, Kashif Naseer
    Alhudhaif, Adi
    Hussain, Adil
    Iqbal, Saleem
    Jeon, Gwanggil
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 97
  • [8] An optimized priority enabled energy management system for smart homes
    Shah, Samia
    Khalid, Rabiya
    Zafar, Ayesha
    Hussain, Sardar Mehboob
    Rahim, Hassan
    Javaid, Nadeem
    2017 IEEE 31ST INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2017, : 1035 - 1041
  • [9] Integrated Management of Energy, Wellbeing and Health in the Next Generation of Smart Homes
    Jaouhari, Saad E. L.
    Palacios-Garcia, Emilio Jose
    Anvari-Moghaddam, Amjad
    Bouabdallah, Ahmed
    SENSORS, 2019, 19 (03)
  • [10] Multiple User Based Residential Energy Management Scheme for Smart Homes
    Awais, Muhammad
    Rasheed, Muhammad Babar
    Iqbal, Muhammad Zahid
    Usman, Muhammad
    2018 1ST IEEE INTERNATIONAL CONFERENCE ON POWER, ENERGY AND SMART GRID (ICPESG), 2018,