A Model-Free Controller Based on RBFNN for EGRV System.

In this paper, a model-free control (MFC) based on radial basis function Neural Network (RBFNN) is proposed in the exhaust gas recirculation valve (EGRV) system. In the controller, the unknown parameters λ and ρ of MFC are obtained by RBFNN instead of being evaluated by experience. Moreover, the compared experimental results of the above controller and traditional PID controller are provided. The compared results are shown the validation of the designed controller.