DocumentCode
656696
Title
Distributed mode scheduling for coordinated power balancing
Author
Kawashima, Hitoshi ; Kato, Toshihiko ; Matsuyama, Takashi
Author_Institution
Grad. Sch. of Inf., Kyoto Univ., Kyoto, Japan
fYear
2013
fDate
21-24 Oct. 2013
Firstpage
19
Lastpage
24
Abstract
This paper proposes a distributed scheduling algorithm of demands of multiple households/consumers in order to achieve a power balancing in total. Assume that an autonomous energy management system is installed in each household and that those households are capable of communicating with an aggregator. Then, it becomes possible to negotiate via the autonomous energy management systems to find an agreement point that takes both the users´ demands and the aggregator´s objective into account. The key aspect of the algorithm is that it enables us to encapsulate the particular control and objective in each household, and realizes the negotiation based on power profiles. We also show the proposed framework can be smoothly integrated with a probabilistic generative model of power profiles.
Keywords
demand side management; hidden Markov models; optimisation; probability; autonomous energy management system; coordinated power balancing; distributed mode scheduling; power profiles; probabilistic generative model; Energy management; Hidden Markov models; Home appliances; Linear programming; Optimization; Power demand; Probabilistic logic;
fLanguage
English
Publisher
ieee
Conference_Titel
Smart Grid Communications (SmartGridComm), 2013 IEEE International Conference on
Conference_Location
Vancouver, BC
Type
conf
DOI
10.1109/SmartGridComm.2013.6687927
Filename
6687927
Link To Document