A New Elman Neural Network and Its Application In Hydro-Turbine Governing System
2009
Elman neural network was one of the dynamic recurrent neural networks. In this paper, a modified Elman network was introduced first. Then we proposed a PID Elman neural network and its learning algorithms are discussed in detail. Simulation results based on ideal mathematical model and hydro-turbine governing system model show that the PID Elman network is prior to the modified Elman network in identifying nonlinear dynamic system.
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