Self-organizing demand response with comfort-constrained heat pumps
- https://doi.org/10.2991/ict4s-env-15.2015.40How to use a DOI?
- Self-Organization; Distributed Control; Demand Response; Wind Power; Smart Grid
The increasing pervasion of information and communication technology (ICT) in the power grid motivates innovative research towards intelligent system control. Especially against the background of the growing share of renewable generation, novel approaches that mitigate e. g. grid expansion costs are of great interest. In this paper, the self-organized and thus completely distributed control concept COHDA for the online scheduling of responsive loads is employed as an alternative to the traditional centralized control. By distributing the decision making process, no global state information about the participating devices has to be gathered beforehand. The proposed approach is applied to the mitigation of wind power fluctuations on a minute basis by controllable heat pumps. Simulation results indicate that even in the presence of moderate time delays between wind power measurements and the resulting control action from the responsive population (i. e. including the distributed scheduling process), a significant reduction of fluctuations can be achieved.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Christian Hinrichs AU - Michael Sonnenschein AU - Adam Gray AU - Curran Crawford PY - 2015/09 DA - 2015/09 TI - Self-organizing demand response with comfort-constrained heat pumps BT - Proceedings of EnviroInfo and ICT for Sustainability 2015 PB - Atlantis Press SP - 353 EP - 360 SN - 2352-538X UR - https://doi.org/10.2991/ict4s-env-15.2015.40 DO - https://doi.org/10.2991/ict4s-env-15.2015.40 ID - Hinrichs2015/09 ER -