TY  - JOUR
T1  - Optimizing Power Loss and Voltage Stability using the GA and
ANN with FACTS Devices
AU - Siva Kumar, K. AU - Bramhananda Reddy, T. AU - Sujatha, P. 
JO  - Journal of Engineering and Applied Sciences
VL  - 13
IS  - 20
SP  - 8432
EP  - 8438
PY  - 2018
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2018.8432.8438
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2018.8432.8438
KW  - Artificial neural network
KW  -Genetic algorithm
KW  -FACTS devices
KW  -optimization
KW  -voltage stability
KW  -power
loss
AB  - In the recent years, the utilization of bio inspired approach in the field of power system has increased
rapidly. To optimize the power loss and to increase the voltage stability, we proposed the hybrid model with
the combination of artificial neural network along with genetic algorithm. The optimal position is selected for
the placement of FACTS devices using the hybrid algorithm. The proposed model is tested using the MATLAB
with IEEE 30 bus system. The performances of the proposed techniques are analyzed by increasing the load
in the system. The results proved the efficiency of the proposed model in terms of power loss reduction and
voltage stability.
ER  -