DocumentCode
1754977
Title
Optimal Control of End-User Energy Storage
Author
van de Ven, P.M. ; Hegde, Nayana ; Massoulie, Laurent ; Salonidis, Theodoros
Author_Institution
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
Volume
4
Issue
2
fYear
2013
fDate
41426
Firstpage
789
Lastpage
797
Abstract
An increasing number of retail energy markets show price fluctuations, providing users with the opportunity to buy energy at lower than average prices. We propose to temporarily store this inexpensive energy in a battery, and use it to satisfy demand when energy prices are high, thus allowing users to exploit the price variations without having to shift their demand to the low-price periods. We study the battery control policy that yields the best performance, i.e., minimizes the total discounted costs. The optimal policy is shown to have a threshold structure, and we derive these thresholds in a few special cases. The cost savings obtained from energy storage are demonstrated through extensive numerical experiments, and we offer various directions for future research.
Keywords
battery storage plants; optimal control; power markets; pricing; battery control policy; end-user energy storage; energy prices; numerical experiments; optimal control; optimal policy; price fluctuations; retail energy markets; Batteries; Discharges (electric); Mathematical model; Optimal control; Optimization; Pricing; Battery storage; Markov decision processes; dynamic pricing; dynamic programming; energy storage; threshold policy;
fLanguage
English
Journal_Title
Smart Grid, IEEE Transactions on
Publisher
ieee
ISSN
1949-3053
Type
jour
DOI
10.1109/TSG.2012.2232943
Filename
6477197
Link To Document