Abstract
This paper analyzes the response of an individual consumer with a flexible demand for electricity to exogenous and stochastic electricity prices. The contributions of this paper are twofold. First, we propose a comprehensive model for which the optimal policy can be explicitly computed. The proposed consumer model features a time varying bound on power consumption, the presence of a nondeferrable load profile, the presence of a load profile that can be deferred up to a deadline, and the possibility of curtailment. Second, we describe the algorithm that, via explicit backward iterations of the Bellman equation, returns the optimal response of such consumer in a very general energy market scenario featuring a correlated/nonstationary price process and multiple energy procurement sources.
| Original language | English (US) |
|---|---|
| Article number | 7060654 |
| Pages (from-to) | 1884-1892 |
| Number of pages | 9 |
| Journal | IEEE Transactions on Smart Grid |
| Volume | 6 |
| Issue number | 4 |
| DOIs | |
| State | Published - Jul 1 2015 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2010-2012 IEEE.
Keywords
- Power demand
- Power generation economics
- Power load control
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