Whale Optimization Algorithm Based Technique for Distributed Generation Installation in Distribution System

Mohd Nurulhady Morshidi (Universiti Teknologi MARA (UiTM))
Ismail Musirin (Universiti Teknologi MARA (UiTM))
Siti Rafidah Abdul Rahim (Universiti Malaysia Perlis (UniMAP))
Mohd Rafi Adzman (Universiti Malaysia Perlis (UniMAP))
Mohamad Hatta Hussain (Universiti Malaysia Perlis (UniMAP))

Bulletin of Electrical Engineering and Informatics
Vol 7, No 3: September 2018

This paper presents Whale Optimization Algorithm (WOA) Based Technique for Distributed Generation Installation in Transmission System. In this study, WOA optimization engine is developed for the installation of Distributed Generation (DG). Prior to the optimization process, a pre-developed voltage stability index termed Fast Voltage Stability Index (FVSI) was used as an indicator to identify the location for the DG to be installed in the system. Meanwhile, for sizing the DG WOA is employed to identify the optimal sizing. By installing DG in the transmission system, voltage stability and voltage profile can be improved, while power losses can be minimized. The proposed algorithm was tested on 30-bus radial distribution network. Results obtained from the EP were compared with firefly algorithm (FA); indicating better results. This highlights the strength of WOA over FA in terms of minimizing total losses.