Application of load monitoring in appliances' energy management - A review

被引:132
作者
Abubakar, I. [1 ]
Khalid, S. N. [1 ]
Mustafa, M. W. [1 ]
Shareef, Hussain [2 ]
Mustapha, M. [1 ]
机构
[1] UTM, Fac Elect Engn, Johor Baharu 81310, Johor, Malaysia
[2] Lorong Ayer Itam Kawasan Inst Penyelidikan, TNB Res Sdn Bhd 1, Kajang 43000, Selangor, Malaysia
关键词
Non-intrusive load monitoring; Intrusive Load Monitoring; Energy management; Sensors; Appliance signature; SMART; SYSTEMS; CONSUMPTION; ZIGBEE; IDENTIFICATION; NETWORKS; DESIGN;
D O I
10.1016/j.rser.2016.09.064
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Energy monitoring is one of the important aspects of the energy management, as such there is a need to monitor the power consumption of a premises before planning some of the technical measures to minimize the energy consumption. This paper presents the current state of art of appliances' energy management through Intrusive Load Monitoring (ILM) and Non-intrusive Load Monitoring (NILM), ILM is referred to as distributive sensing and NILM is based on single point sensing. In an effort to explore the recent trend in Energy Management for researchers in the area, various techniques of Home Energy Management (HEM) using ILM and NILM have been analyzed and categorized. Different contributions made by the researchers have been highlighted together with some techniques of reducing power consumption of a building for cost saving and greener environment. This study reveal that there are issues concerning load monitoring and load management that need the attention; issues such as more accurate recognition and the need for monitoring system that can recognize as many kind of loads as possible. More efforts to apply NILM in appliances' energy management is also required. Finally there is need for promoting the energy management culture among the electricity consumers whether in homes, offices or industries. The study will help the researchers in the area to have a clear vision of the recent trends in the area. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:235 / 245
页数:11
相关论文
共 87 条
[1]  
Abedin ZU, 2015, SMART GRID INT SOFTW, P260
[2]   Effective tools toward electrical energy conservation in Saudi Arabia [J].
Alajlan, SA ;
Smiai, MS ;
Elani, UA .
ENERGY CONVERSION AND MANAGEMENT, 1998, 39 (13) :1337-1349
[3]  
Anderson R, 2008, MAXIMIZING RESIDENTI
[4]  
Anna Bertona J-PVt, 2014, ENERGY MANAGEMENT CA
[5]  
[Anonymous], INT J AMBIENT ENERGY
[6]  
[Anonymous], 2014, P IEEE INT C POW EL, DOI DOI 10.1109/PEDES.2014.7041965
[7]  
[Anonymous], 2014, ISGT 2014, DOI DOI 10.1109/ISGT.2014.6816449
[8]  
Available and Emerging Technologies for Reducing Greenhouse Gas Emissions from Coal-Fired Electric Generating Units, 2010, AV EM TECHN RED GREE
[9]  
Bacurau RM, 2015, FOCUS ENERGY EFFICIE
[10]  
Banerjee R., 2015, INT J ENG RES GEN SC, V3, P321