DocumentCode :
2117492
Title :
A waveform-based power estimator for variable power loads
Author :
Wichakool, Warit ; Remscrim, Zachary ; Orji, Uzoma A. ; Leeb, Steven B.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear :
2011
fDate :
17-22 Sept. 2011
Firstpage :
1942
Lastpage :
1949
Abstract :
This paper proposes a method to derive an estimator that predicts the power consumption of variable power loads from a subset of higher current harmonics without requiring a full analysis of the internal circuit of the load. The method exploits structural features of the current waveforms consumed by the load to develop the estimator. The computation involves Gaussian elimination of a cyclotomic field representation to compute the estimator coefficients, avoiding floating-point computational error. Experimental results have shown that the proposed algorithm can derive estimators that can extract the power consumption of variable speed drives, computers, or light dimmers from fixed power loads in aggregate measurements.
Keywords :
Gaussian processes; feature extraction; floating point arithmetic; load management; power consumption; power system harmonics; Gaussian elimination; current waveform; cyclotomic field representation; estimator coefficient; floating-point computational error; higher current harmonics; internal load circuit; light dimmer; power consumption; power load; speed drive; waveform-based power estimator; Discrete Fourier transforms; Equations; Estimation error; Harmonic analysis; Mathematical model; Power system harmonics; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2011 IEEE
Conference_Location :
Phoenix, AZ
Print_ISBN :
978-1-4577-0542-7
Type :
conf
DOI :
10.1109/ECCE.2011.6064024
Filename :
6064024
Link To Document :
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