DocumentCode
2914099
Title
Fuzzy logic based pattern recognition technique for non-intrusive load monitoring
Author
Kamat, Sachin P.
Author_Institution
Div. of Syst. LSI, Samsung India Software Oper., Bangalore, India
Volume
C
fYear
2004
fDate
24-24 Nov. 2004
Firstpage
528
Abstract
This paper introduces a new algorithm for detecting the type of domestic (household) electrical load coming onto the power system and the duration for which it persists on the system. It is based on the fuzzy logic theory for pattern recognition. It is a completely non-intrusive type of load monitoring system. The algorithm is simpler in implementation. The period of operation of a device can also be calculated by taking the difference of the instants at which its starting and stopping transients occur. Knowing this, the energy consumed by a device can be calculated.
Keywords
domestic appliances; fuzzy logic; load management; monitoring; pattern recognition; domestic electrical load; fuzzy logic; load monitoring system; nonintrusive load monitoring; pattern recognition technique;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2004. 2004 IEEE Region 10 Conference
Conference_Location
Chiang Mai
Print_ISBN
0-7803-8560-8
Type
conf
DOI
10.1109/TENCON.2004.1414824
Filename
1414824
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