NDLI: Control of Total Harmonic Distortion of Voltage with New Chaotic Simulated Annealing

Content Provider	IEEE Xplore Digital Library
Author	Ghadami, S. Moghiman, M.
Copyright Year	2007
Description	Author affiliation: Bou Ali Sina Univ., Hamadan (Ghadami, S.; Moghiman, M.)
Abstract	This paper proposes a method to control the total harmonic distortion of voltage (THDV) with a new simulated annealing algorithm. The non-linear relationship between voltage harmonics and the THDV is identified by using the revised group method of data handling (RGMDH) based on the self-organization technique. A new chaotic simulated annealing algorithm (NCSA) is applied to minimize the THDV. The SA algorithm accepts higher energy solutions with probability of min (1, exp (-DeltaE/T)). To evade time wasting exponential calculations, the proposed algorithm introduces a new acceptance criterion that uses a chaotic structure and allows efficient state transitions. Determination of the appropriate neighborhood range is a main concern in SA algorithm. Therefore, in order to search the neighborhood sufficiently and efficiently, a different approach has been taken toward the neighbor selection process combining chaotic maps and Gaussian distribution. The effectiveness of the proposed method is demonstrated by test data.
Starting Page	1
Ending Page	6
File Size	2131776
Page Count	6
File Format	PDF
ISBN	142440892X
DOI	10.1109/ICEE.2007.4287314
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-04-11
Publisher Place	Pakistan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Chaos Power engineering Data handling Computational modeling Computer simulation Simulated Annealing Power system harmonics Revised Group Method of Data Handling Voltage Harmonics Voltage control Total harmonic distortion Simulated annealing Harmonic distortion Chaotic Sequences
Content Type	Text
Resource Type	Article

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