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A Brief Review on Advances of Harmonic State Estimation Techniques in Power Systems

Mohd Nor, Nursyarizal and Abdullah, M. F. and Arumugam, U (2011) A Brief Review on Advances of Harmonic State Estimation Techniques in Power Systems. [Non-Citation Index Journal]

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Abstract

As the demand for power increases, the need for harmonic state estimation (HSE) has been increasing as well. Harmonics, injected by the non-linear equipments along the distribution networks, causes several power quality issues. Therefore, HSE plays an important role in harmonics monitoring and control. Various HSE techniques and algorithms have been developed since 1989, which would be reviewed and discussed in this paper. The author outlines the role of artificial intelligence (AI) in the field and the process overview of neural network and also a hybrid algorithm which combines particle swarm optimization (PSO) and gradient descent (GD) to train the weights of neural network (NN).

Item Type:Non-Citation Index Journal
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Academic Subject One:Academic Department - Electrical And Electronics - Power Systems - Distribution - Power system harmonics
Departments / MOR / COE:Departments > Electrical & Electronic Engineering
Research Institutes > Energy
ID Code:10561
Deposited By: Ir Mohd Faris Abdullah
Deposited On:16 Dec 2013 23:48
Last Modified:16 Dec 2013 23:48

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