Optimal Power flow using UPFC with Artificial Neural Network

In this paper, UPFC is used with sophisticated controllers such as neural networks, as well as how to increase overall system performance and error reduction. The accuracy of neural networks is directly proportional to the inaccuracy in the system. The fundamental UPFC system adjusts for power transmission voltage and current by utilizing two separate system model designs, STATCOM and SSSC power stabilizer. They both use high-voltage power transmission. However, there are certain limitations for SSSC and STATCOM, such as the fact that both require additional time for power stabilization. Improved results are seen with UPFC and Artificial neural network.