Advanced demand side management for the future smart grid using mechanism design
Samadi P, Mohsenian-Rad H, Schober R, Wong VWS (2012)
Publication Type: Journal article
Publication year: 2012
Journal
Book Volume: 3
Pages Range: 1170-1180
Article Number: 6266724
Journal Issue: 3
Abstract
In the future smart grid, both users and power companies can potentially benefit from the economical and environmental advantages of smart pricing methods to more effectively reflect the fluctuations of the wholesale price into the customer side. In addition, smart pricing can be used to seek social benefits and to implement social objectives. To achieve social objectives, the utility company may need to collect various information about users and their energy consumption behavior, which can be challenging. In this paper, we propose an efficient pricing method to tackle this problem. We assume that each user is equipped with an energy consumption controller (ECC) as part of its smart meter. All smart meters are connected to not only the power grid but also a communication infrastructure. This allows two-way communication among smart meters and the utility company. We analytically model each user's preferences and energy consumption patterns in form of a utility function. Based on this model, we propose a Vickrey-Clarke-Groves (VCG) mechanism which aims to maximize the social welfare, i.e., the aggregate utility functions of all users minus the total energy cost. Our design requires that each user provides some information about its energy demand. In return, the energy provider will determine each user's electricity bill payment. Finally, we verify some important properties of our proposed VCG mechanism for demand side management such as efficiency, user truthfulness, and nonnegative transfer. Simulation results confirm that the proposed pricing method can benefit both users and utility companies. © 2010-2012 IEEE.
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APA:
Samadi, P., Mohsenian-Rad, H., Schober, R., & Wong, V.W.S. (2012). Advanced demand side management for the future smart grid using mechanism design. IEEE Transactions on Smart Grid, 3(3), 1170-1180. https://dx.doi.org/10.1109/TSG.2012.2203341
MLA:
Samadi, Pedram, et al. "Advanced demand side management for the future smart grid using mechanism design." IEEE Transactions on Smart Grid 3.3 (2012): 1170-1180.
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