LAPSE:2023.27755
Published Article
LAPSE:2023.27755
Real-Time Pricing Scheme in Smart Grid Considering Time Preference: Game Theoretic Approach
Ri Piao, Deok-Joo Lee, Taegu Kim
April 4, 2023
Abstract
Unbalanced power demand across time slots causes overload in a specific time zone. Various studies have proved that this can be mitigated through smart grid and price policy, but research on time preference is insufficient. This study proposed a real-time pricing model on a smart grid through a two-stage Stackelberg game model based on a utility function that reflects the user’s time preference. In the first step, the suppliers determine the profit-maximizing price, and then, the users decide the electricity usage schedule according to the given price. Nash equilibrium and comparative analysis of the proposed game explain the relationship between time preference, price, and usage. Additionally, a Monte Carlo simulation demonstrated the effect of the change in time preference distribution. The experimental results confirmed that the proposed real-time pricing method lowers peak-to-average ratio (PAR) and increases overall social welfare. This study is meaningful in that it presents a pricing method that considers both users’ and suppliers’ strategies with time preference. It is expected that the proposed method would contribute to a reduction in the need for additional power generation facilities through efficient operation of the smart grid.
Keywords
game theory, optimal usage scheduling, pricing policy, real-time pricing, smart grid, Stackelberg game, time preference
Suggested Citation
Piao R, Lee DJ, Kim T. Real-Time Pricing Scheme in Smart Grid Considering Time Preference: Game Theoretic Approach. (2023). LAPSE:2023.27755
Author Affiliations
Piao R: Department of Industrial Engineering, Seoul National University, Seoul 08826, Korea
Lee DJ: Department of Industrial Engineering, Seoul National University, Seoul 08826, Korea
Kim T: Department of Industrial and Management Engineering, Hanbat National University, Daejeon 34158, Korea
Journal Name
Energies
Volume
13
Issue
22
Article Number
E6138
Year
2020
Publication Date
2020-11-23
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en13226138, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.27755
This Record
External Link

https://doi.org/10.3390/en13226138
Publisher Version
Download
Files
Apr 4, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
247
Version History
[v1] (Original Submission)
Apr 4, 2023
 
Verified by curator on
Apr 4, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.27755
 
Record Owner
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version