An Identification of Multiple Harmonic Sources in a Distribution System by Using Spectrogram 
	M. H. Jopri, A. R. Abdullah, M. Manap, T. Sutikno, M. R. Ab Ghani 
	
			
		Abstract 
		
		The identification of multiple harmonic sources (MHS) is vital to identify the root causes and the mitigation technique for a harmonic disturbance. This paper introduces an identification technique of MHS in a power distribution system by using a time-frequency distribution (TFD) analysis known as a spectrogram. The spectrogram has advantages in term of its accuracy, a less complex algorithm, and use of low memory size compared to previous methods such as probabilistic and harmonic power flow direction. The identification of MHS is based on the significant relationship of spectral impedances, which are the fundamental impedance (Z1 ) and harmonic impedance (Zh ) that estimate the time-frequency representation (TFR). To verify the performance of the proposed method, an IEEE test feeder with several different harmonic producing loads is simulated. It is shown that the suggested method is excellent with 100% correct identification of MHS. The method is accurate, fast and cost-efficient in the identification of MHS in power distribution arrangement. 
 
	
			
		Keywords 
		
		Harmonic source identification, Multiple harmonic sources,  Spectral impedance, Spectrogram, Time-frequency distribution
		
		 
	
				
			
	
	
							
		
		DOI: 
https://doi.org/10.11591/eei.v7i2.1188 																				
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Bulletin of EEI Stats 
Bulletin of Electrical Engineering and Informatics (BEEI) ISSN: 2089-3191 , e-ISSN: 2302-9285 Institute of Advanced Engineering and Science (IAES)  in collaboration with  Intelektual Pustaka Media Utama (IPMU) .