Title :
Algorithm for nonintrusive identification of residential appliances
Author :
Cole, Agnim I. ; Albicki, Alexander
Author_Institution :
Dept. of Electr. Eng., Rochester Univ., NY, USA
Abstract :
An algorithm has been developed to use at a central processing site for identifying appliances and appliance usage at remotely monitored residences. This algorithm is part of a nonintrusive system that uses sampled data for real and reactive power accumulated over an extended period of time. Using a logic analysis, the algorithm can recognize at least six major appliances, including a heat pump, as well as any two appliances that turn on or off at nearly the same time. Data from several residences in the Rochester, NY, and Columbus, OH, areas have been analyzed during this study
Keywords :
computerised monitoring; domestic appliances; identification; appliance usage; central processing site; heat pump; logic analysis; nonintrusive identification; reactive power; remotely monitored residences; residential appliances; sampled data; Algorithm design and analysis; Energy consumption; Heat pumps; Home appliances; Logic; Reactive power; Remote monitoring; Sockets; Steady-state; Voltage;
Conference_Titel :
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-4455-3
DOI :
10.1109/ISCAS.1998.704019