Abstract
In this paper, a relatively new optimisation technique, the improved harmony search algorithm (IHS), is used to determine the optimal location and size of static synchronous compensators (STATCOMs) in a transmission network. The problem is decomposed into two subproblems. The first sub-problem is the optimal placement of STATCOM devices using the modal analysis method. The second sub-problem is the optimisation of the load flow by setting STATCOM parameters using the improved harmony search algorithm. A multi-criterion objective function is defined to enhance the voltage stability, improve the voltage profile and minimise power loss while considering the total STATCOM size. The results from a 57-bus test system show that the IHS algorithm produces a lower power loss, better voltage profile and greater voltage stability than the traditional harmony search algorithm and particle swarm optimisation techniques in solving the STATCOM placement and sizing problem.
Original language | English |
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Pages (from-to) | 4183-4193 |
Number of pages | 11 |
Journal | International Review of Electrical Engineering |
Volume | 7 |
Issue number | 2 |
Publication status | Published - 2012 |
Externally published | Yes |
Keywords
- Harmony search algorithm
- Modal analysis
- Power loss
- Static synchronous compensator
- Voltage profile
ASJC Scopus subject areas
- Electrical and Electronic Engineering