关键词: 电力系统, 柔性交流输电系统, 静止同步补偿器, 神经网络, 逆推

Abstract: A novel backstepping control technique based neural networks is presented for single machine infinite bus system with STATCOM to design a nonlinear controller. Motivated by the well-known backstepping design technique, the method is systematic and robust to parameter variation. The controller derived can guarantee the boundedness to both tracking error and weight updates. No prior knowledge of the upper bound on the optimal weight values is required. The weights of neural networks are updating on-line, and the off-line training phase is not required. Numerical simulation was carried out to illustrate and clarify the approach.