A biased load manager home energy management system for low-cost residential building low-income occupants

被引:14
|
作者
Monyei, Chukwuka G. [1 ,2 ]
Adewumi, Aderemi O. [1 ]
Akinyele, Daniel [3 ]
Babatunde, Olubayo M. [4 ]
Obolo, Michael O. [2 ]
Onunwor, Joshua C. [5 ]
机构
[1] Univ KwaZulu Natal, Sch Math Stat & Comp Sci, Appl Artificial Intelligence Res Unit, Westville Campus,Private Bag X54001, ZA-4000 Durban, South Africa
[2] Gidia Oaks Ctr Energy Res, Lagos, Nigeria
[3] Elizade Univ, Dept Elect & Comp Engn, Ilara Mokin, Ondo State, Nigeria
[4] Univ Lagos, Dept Elect & Elect Engn, Lagos, Nigeria
[5] Covenant Univ, Dept Elect & Elect Engn, Ota, Ogun State, Nigeria
基金
新加坡国家研究基金会;
关键词
Low-cost residential buildings; BLM-HEMS; Hopping algorithm; Consumer comfort; Return on investment; Carbon footprint; POWER POINT TRACKING; ALGORITHM; PERTURB;
D O I
10.1016/j.energy.2018.03.016
中图分类号
O414.1 [热力学];
学科分类号
摘要
This research paper presents the development of a biased load manager home energy management system for low-cost residential building occupants. As a smart grid framework, the proposed load manager coordinates the operation of the inverter system of a low cost residential apartment consisting of rooftop solar photovoltaic panels, converter and battery, and provides a platform for discriminating residential loads into on-grid and off-grid supply classes while maximizing solar irradiance for optimum battery charging and improving consumer comfort from base levels. Modelled in a Matlab simulation environment, the system incorporates a converter system for maximum power point tracking using a hopping algorithm, with a dedicated mechanism for smart dispatch of specified loads to meet the users' comfort based on the priority ranking of the loads. Results obtained indicate a 34% reduction in electricity cost, 26% reduction in carbon emissions and a 4% increase in comfort level for the photovoltaic/battery/utility option compared to the utility only option. The results further show that cost is a major factor affecting the users' comfort and not necessarily dispatch of appliances to meet energy needs. The research can be useful for encouraging the adoption of the photovoltaic/battery/utility option by low/middle income energy users in developing countries. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:822 / 838
页数:17
相关论文
共 50 条
  • [1] Home Energy Management System Using NILM and Low-Cost HAN
    Qasim Khalid
    Naveed Arshad
    Nasir Khan
    Taha Hassan
    Fahad Javed
    Jahangir Ikram
    Journal of Electronic Science and Technology, 2014, (01) : 20 - 25
  • [2] Home Energy Management System Using NILM and Low-Cost HAN
    Qasim Khalid
    Naveed Arshad
    Nasir Khan
    Taha Hassan
    Fahad Javed
    Jahangir Ikram
    Journal of Electronic Science and Technology, 2014, 12 (01) : 20 - 25
  • [3] Low-cost fuzzy logic-controlled home energy management system
    Furkan Acun
    Mehmet Çunkaş
    Journal of Electrical Systems and Information Technology, 10 (1)
  • [4] Low-Cost Non-Intrusive Residential Energy Monitoring System
    Ravishankar, Akshaya
    Vignesh, Anand
    Vel, Vikram
    Purusothaman, Dhiwaakar S. R. R.
    Vijayaraghavan, Vineeth
    2014 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH), 2014,
  • [5] Low-Cost Appliance Control System for Home Automation and Energy Management Using Image Processing
    Shet, Nagaraj
    Shreesha, C.
    Rao, P. V.
    Gubbi, Abdullah
    ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2015, 2016, 394 : 125 - 134
  • [6] NEW LOW-COST RESIDENTIAL ENERGY AUDIT TECHNIQUE
    HAMOEN, DWJ
    PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 1981, 313 : 35 - 44
  • [7] Hybrid energy system for low-income households
    Babatunde, O. M.
    Munda, J. L.
    Hamam, Y.
    2017 IEEE AFRICON, 2017, : 1038 - 1042
  • [8] A low-cost power management system design for residential hydrogen & solar energy based power plants
    Bayrak, Zehra Ural
    Bayrak, Gokay
    Ozdemir, Mahmut Temel
    Gencoglu, Muhsin Tunay
    Cebeci, Mehmet
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2016, 41 (29) : 12569 - 12581
  • [9] Low-cost liquid medium for in vitro cultivation of Leishmania parasites in low-income countries
    Tasew, Geremew
    Kebede, Amha
    Wolday, Dawit
    Gadisa, Endalamaw
    Britton, Sven
    Eidsmo, Liv
    Akuffo, Hannah
    GLOBAL HEALTH ACTION, 2009, 2
  • [10] SenseBox: A Low-Cost Smart Home System
    Taylor, Joseph
    Hossain, H. M. Sajjad
    Ul Alam, Mohammad Aril
    Khan, Md Abdullah Al Hafiz
    Roy, Nirmalya
    Galik, Elizabeth
    Gangopadhyay, Aryya
    2017 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS), 2017,