TY - GEN
T1 - Randomized load control
T2 - 23rd International Joint Conference on Artificial Intelligence, IJCAI 2013
AU - Van Den Briel, Menkes
AU - Scott, Paul
AU - Thiébaux, Sylvie
PY - 2013
Y1 - 2013
N2 - A significant portion of the electricity network capacity is built to run only a few days a year when demand peaks. As a result, expensive power generation plants and equipment costing millions of dollars are sitting idle most of the time, which increases costs for everyone. We present randomized load control, a simple distributed approach for scheduling smart appliances. Randomized load control schedules the start time of appliances that are programmed to run within a specified time window, so that the aggregate load achieves a given ideal load. Our results show that we do achieve the given ideal load to a great extent. This is remarkable as the approach is completely distributed and preserves customer privacy as the scheduling happens within each house or building separately.
AB - A significant portion of the electricity network capacity is built to run only a few days a year when demand peaks. As a result, expensive power generation plants and equipment costing millions of dollars are sitting idle most of the time, which increases costs for everyone. We present randomized load control, a simple distributed approach for scheduling smart appliances. Randomized load control schedules the start time of appliances that are programmed to run within a specified time window, so that the aggregate load achieves a given ideal load. Our results show that we do achieve the given ideal load to a great extent. This is remarkable as the approach is completely distributed and preserves customer privacy as the scheduling happens within each house or building separately.
UR - http://www.scopus.com/inward/record.url?scp=84896064164&partnerID=8YFLogxK
M3 - Conference contribution
SN - 9781577356332
T3 - IJCAI International Joint Conference on Artificial Intelligence
SP - 2915
EP - 2922
BT - IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence
Y2 - 3 August 2013 through 9 August 2013
ER -