DocumentCode
3267166
Title
Evaluation of a heuristic approach for efficient scheduling of residential smart home appliances
Author
Ogwumike, Chris ; Short, Michael
Author_Institution
Sch. of Sci. & Eng., Teesside Univ., Middlesborough, UK
fYear
2015
fDate
10-13 June 2015
Firstpage
2017
Lastpage
2022
Abstract
Load scheduling will play an important role in achieving Demand Response (DR) at the consumption level of the emerging smart grid. This paper presents the evaluation of a heuristic approach for scheduling residential smart home appliances. The proposed heuristic schedules appliances one after the other in accordance with a greedy strategy without backtracking. This is such that the worst-case computation time is reduced compared to an exact search, at the expense of a potential loss of optimality in the obtained solution. In this paper the performance of the proposed heuristic is evaluated against an exact algorithm across the course of a full year using representative hourly prices of electricity. The results verify the suitability of the algorithm for the implementation of residential energy management decision support system.
Keywords
decision support systems; domestic appliances; energy management systems; power generation scheduling; demand response; efficient scheduling; load scheduling; residential energy management decision support system; residential smart home appliances; smart grid; Heuristic algorithms; Home appliances; Job shop scheduling; Optimization; Processor scheduling; Schedules; Demand Response; Energy cost optimization; Heuristic algorithm; Residential load scheduling; Smart grid;
fLanguage
English
Publisher
ieee
Conference_Titel
Environment and Electrical Engineering (EEEIC), 2015 IEEE 15th International Conference on
Conference_Location
Rome
Print_ISBN
978-1-4799-7992-9
Type
conf
DOI
10.1109/EEEIC.2015.7165484
Filename
7165484
Link To Document