Title :
Classification of Power Quality disturbances using the iterative Hilbert Huang Transform
Author :
Drummond, C.F. ; Sutanto, D.
Author_Institution :
Scholl of Electr., Comput. & Telecommun. Eng., Univ. of Wollongong, Wollongong, NSW, Australia
Abstract :
The Hilbert Huang Transform (HHT) is a powerful tool for Power Quality (PQ) classifications. One of the main advantages of the HHT is its ability to analyse non-stationary complex waveforms with very good time resolution. However, like other waveform classification techniques, it has difficulty in resolving the instant of sudden changes in the waveform. It has also difficulty with signals that have frequency components close together. This paper summarises the fundamentals of the HHT technique and its application to power quality classifications including its advantages and disadvantages. Two novel techniques to improve the performance of the HHT technique in analysing power quality problems will be proposed. Results from simulations will be provided and discussed.
Keywords :
Hilbert transforms; iterative methods; power supply quality; iterative Hilbert Huang transform; nonstationary complex waveforms; power quality disturbances classification; waveform classification techniques; Approximation methods; Harmonic analysis; Iterative methods; Power quality; Time frequency analysis; Wavelet transforms; Empirical Mode Decomposition; Harmonics; Hilbert Huang Transform; Iterative Hilbert Huang Transform; Power Quality;
Conference_Titel :
Harmonics and Quality of Power (ICHQP), 2010 14th International Conference on
Conference_Location :
Bergamo
Print_ISBN :
978-1-4244-7244-4
Electronic_ISBN :
978-1-4244-7245-1
DOI :
10.1109/ICHQP.2010.5625326