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An Enhanced System Architecture for Optimized Demand Side Management in Smart Grid

doi: 10.3390/app6050122
Demand Side Management (DSM) through optimization of home energy consumption in the smart grid environment is now one of the well-known research areas. Appliance scheduling has been done through many different algorithms to reduce peak load and, consequently, the Peak to Average Ratio (PAR). This paper presents a Comprehensive Home Energy Management Architecture (CHEMA) with integration of multiple appliance scheduling options and enhanced load categorization in a smart grid environment. The CHEMA model consists of six layers and has been modeled in Simulink with an embedded MATLAB code. A single Knapsack optimization technique is used for scheduling and four different cases of cost reduction are modeled at the second layer of CHEMA. Fault identification and electricity theft control have also been added in CHEMA. Furthermore, carbon footprint calculations have been incorporated in order to make the users aware of environmental concerns. Simulation results prove the effectiveness of the proposed model.
- King Saud University Saudi Arabia
- King Saud University Saudi Arabia
- COMSATS University Islamabad Pakistan
- COMSATS University Islamabad Pakistan
- Higher College of Technology Oman
Technology, QH301-705.5, QC1-999, Biology (General), smart grid, QD1-999, Home Energy Management Systems (HEMS), Simulink, T, Physics, CHEMA, Engineering (General). Civil engineering (General), load categorization, Chemistry, smart grid; Home Energy Management Systems (HEMS); Simulink; load categorization; green effects; energy cost minimization; CHEMA, TA1-2040, energy cost minimization, green effects
Technology, QH301-705.5, QC1-999, Biology (General), smart grid, QD1-999, Home Energy Management Systems (HEMS), Simulink, T, Physics, CHEMA, Engineering (General). Civil engineering (General), load categorization, Chemistry, smart grid; Home Energy Management Systems (HEMS); Simulink; load categorization; green effects; energy cost minimization; CHEMA, TA1-2040, energy cost minimization, green effects
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).21 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Top 10% influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Top 10% impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Top 10%
