DocumentCode
1371930
Title
A Frequency Domain Approach to Characterize and Analyze Load Profiles
Author
Zhong, Shiyin ; Tam, Kwa-Sur
Author_Institution
Electr. & Comput. Eng. Dept., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Volume
27
Issue
2
fYear
2012
fDate
5/1/2012 12:00:00 AM
Firstpage
857
Lastpage
865
Abstract
This paper proposes a frequency domain approach to characterize and analyze load profiles. It first establishes the methodology and then discusses the prerequisite conditions and the benefits. Using real load data from three utilities, the paper will demonstrate that the customer classes´ load profiles can be accurately represented by their significant harmonics in a compact and flexible format. The frequency domain statistics from the same load dataset is also analyzed and discussed to show the benefits and how new knowledge can be gained from using this approach.
Keywords
Fourier transforms; demand side management; frequency-domain analysis; load forecasting; power system harmonics; power system measurement; signal processing; customer class; flexible format; frequency domain approach; frequency domain statistics; load profile; significant harmonics; Discrete Fourier transforms; Frequency domain analysis; Harmonic analysis; Load modeling; Power system harmonics; Shape; Time domain analysis; Commercial customers; discrete Fourier transform; electricity usage patterns; harmonics; residential customers;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2011.2170592
Filename
6072305
Link To Document