DocumentCode
3590053
Title
Optimizing residential energy consumption: the need for pareto optimality
Author
Alam, Muhammad Raisul ; St-Hilaire, Marc ; Kunz, Thomas
Author_Institution
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
fYear
2014
Firstpage
26
Lastpage
31
Abstract
The success of the smart grid will depend on the widespread participation of users. The potential for profit and the cost saving features of smart grids are excellent motivating factors to involve users in the smart grid implementation. At the same time, users do not want to be extensively involved in optimizing their energy usage. In this paper, we review various optimization methods proposed in the literature to optimize end-user´s energy consumption. We then briefly describe a comprehensive optimization model we developed to automate decisions about minimum cost energy consumptions and discuss a simple 2-household case study. The case study demonstrates that it is important to consider pareto-optimality and discusses our solution to this requirement.
Keywords
Pareto optimisation; energy consumption; smart power grids; Pareto optimality; end-user energy consumption; minimum cost energy consumptions; residential energy consumption optimization method; smart grid; Energy consumption; Energy storage; Home appliances; Load modeling; Optimization; Renewable energy sources; Smart grids; cot optimization; pareto optimality; residential users; smart grid; smart homes;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications in China - Workshops (CIC/ICCC), 2014 IEEE/CIC International Conference on
Type
conf
DOI
10.1109/ICCChinaW.2014.7107861
Filename
7107861
Link To Document