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
fDate :
5/1/2012 12:00:00 AM
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;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2011.2170592