DocumentCode
104436
Title
Economics of customer´s decisions in smart grid
Author
Misra, Sudip ; Bera, Samaresh ; Obaidat, Mohammad S.
Author_Institution
Sch. of Inf. Technol., Indian Inst. of Technol., Kharagpur, Kharagpur, India
Volume
4
Issue
1
fYear
2015
fDate
1 2015
Firstpage
37
Lastpage
43
Abstract
In this study, the authors study the problem of allowing customers to use their storage energy, grid energy, as well as privately owned renewable sources of energy. The customer has three options - grid, storage and self-generated energy, to fulfill the energy requirements. The grid decides real-time price to maximise its revenue, while ensuring customers´ participation depending on three factors - `demand´, `supply´ and `time of use´. On the other hand, a customer needs to choose strategies on his/her required energy and associated cost, depending on the storage and self-generated energy, to maximise the pay-off. They use Markov decision process (MDP) to design this decision making policy of the customer. In such a MDP-based decision model, a cost-effective energy management process is established, and, thus, utility of the customers is maximised. Simulation results show that using the proposed approach, the customers decide the strategies to optimise a trade-off between energy exchange and associated cost. Thus, the utility for customer is increased approximately 60% with the presence of grid, storage and self-generated energy sources than that of using only grid and storage energy.
Keywords
Markov processes; costing; decision making; decision theory; energy management systems; energy storage; power markets; power system economics; power system management; renewable energy sources; smart power grids; MDP; Markov decision process; customer decision economics; decision making policy; energy exchange; energy management process; energy storage; renewable energy source; self-generated energy; smart grid energy;
fLanguage
English
Journal_Title
Networks, IET
Publisher
iet
ISSN
2047-4954
Type
jour
DOI
10.1049/iet-net.2013.0182
Filename
6994376
Link To Document