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
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