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]
|
PDF
730Kb |
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 |
Repository Staff Only: item control page
