DocumentCode
164436
Title
An intelligent approach of achieving demand response by fuzzy logic based domestic load management
Author
Rahman, Md Mamunur ; Hettiwatte, Sujeewa ; Gyamfi, Samuel
Author_Institution
Sch. of Eng. & Inf. Technol., Murdoch Univ., Perth, WA, Australia
fYear
2014
fDate
Sept. 28 2014-Oct. 1 2014
Firstpage
1
Lastpage
6
Abstract
Demand response is an important demand-side resource that allows consumers to consume less electricity when the system is under stress. Existing demand response mechanism reduces power consumption by forcefully shutting down the consumers´ loads or punishing the consumers with high consumption prices during high peak hours without considering their comfort level. This paper presents a methodology to design a model for domestic load management based on fuzzy logic techniques where three optimization parameters - comfort, cost and demand response are taken into account. Furthermore a comparative analysis for the power consumption and cost saving performance is carried out to show the benefit of using renewable energy sources along with a fuzzy logic based load controller. Simulation results show that the proposed controller successfully limits the power consumption during the peak hours and concurrently maximizes the savings of energy consumption cost without violating consumers´ comfort level.
Keywords
demand side management; fuzzy control; load flow control; optimisation; power consumption; consumers loads; demand response; demand side resource; domestic load management; fuzzy logic; intelligent approach; load controller; optimization parameters; power consumption; renewable energy sources; Batteries; Educational institutions; Energy consumption; Fuzzy logic; Load management; Power demand; Renewable energy sources; Consumer comfort level; Demand Response (DR); Direct Load Control (DLC); Energy savings; Fuzzy logic techniques;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering Conference (AUPEC), 2014 Australasian Universities
Conference_Location
Perth, WA
Type
conf
DOI
10.1109/AUPEC.2014.6966610
Filename
6966610
Link To Document