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 |
|---|---|
| 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