Cost effective energy consumption in a residential building by implementing demand side management in the presence of different classes of power loads

IF 2.1 Q2 CONSTRUCTION & BUILDING TECHNOLOGY
G. Hemanth, S. Charles Raja, J. Jeslin Drusila Nesamalar, J. Senthil Kumar
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引用次数: 13

Abstract

ABSTRACT In the present scenario, in order to meet the growing electricity demand, demand side management (DSM) is one among the various approaches used in smart grid. By applying DSM at the customer side, various benefits such as reduction in electricity cost, reduction in peak demand, and improvement in load factor can be achieved. This paper proposes a new architecture, namely, Intelligent Universal Load Management System (IULMS) to implement DSM based on load shifting approach for a residential building in the presence of different classes of loads. In this work, the objective is to minimize the cost of electricity consumption and there are several constraints imposed by the device types operating in the system and it is solved by Binary Grey Wolf Optimization algorithm. The objective function is non-linear in nature because the price of electricity varies each hour. A real-time system involving residential building users of Agrini Apartment in Madurai, Tamilnadu, India is discussed. Further, the potential of DSM is analyzed. The minimization of electricity consumption cost, peak demand, and Peak to Average Ratio (PAR) are validated for each test case. GRAPHICAL ABSTRACT
在存在不同类别电力负载的情况下,通过实施需求侧管理实现住宅建筑的成本效益能源消耗
摘要在目前的情况下,为了满足日益增长的电力需求,需求侧管理(DSM)是智能电网中使用的各种方法之一。通过在客户侧应用DSM,可以实现诸如降低电力成本、降低峰值需求和提高负载因数的各种益处。本文提出了一种新的体系结构,即智能通用负荷管理系统(IULMS),以在存在不同类别负荷的情况下,实现基于负荷转移方法的住宅建筑需求侧管理。在这项工作中,目标是最大限度地降低电力消耗成本,并且系统中运行的设备类型有几个约束,并通过二元灰太狼优化算法解决。目标函数本质上是非线性的,因为电价每小时都在变化。讨论了一个涉及印度塔米尔纳杜马杜赖阿格里尼公寓住宅楼用户的实时系统。进一步分析了DSM的潜力。针对每个测试案例,验证了电力消耗成本、峰值需求和峰均比(标准杆数)的最小化。图形摘要
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来源期刊
Advances in Building Energy Research
Advances in Building Energy Research CONSTRUCTION & BUILDING TECHNOLOGY-
CiteScore
4.80
自引率
5.00%
发文量
11
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