WebThe radial basis function (RBF) network and autoregressive exogenous (ARX) model are combined to form the structure of the RBF‐ARX model. The RBF‐ARX model can describe … WebJul 1, 2011 · The MIMO RBF-ARX model incorporates the advantages of the state-dependent ARX model in nonlinear dynamics description and the RBF network in function …
RBF-ARX Modeling and Predictive Control Strategy Applied to a …
WebDec 26, 2006 · The RBF-ARX model is a pseudo-linear ARX model identified offline, and its functional coefficients are composed of the operating-point-dependent RBF neural networks. The RBF-ARX model-based predictive control (MPC) design to the nonlinear process is presented, and stability analysis of the nonlinear MPC under some conditions is discussed. WebOct 15, 2024 · In this section, the MIMO-type RBF-ARX modeling, its state-space model and its corresponding convex polytopic sets are first introduced. Then, a RBF-ARX model-based robust MPC algorithm without considering the degrees of freedom for control variables is proposed, which brings about simplicity for design of the offline optimization and online … orange floral hippie
离散粒子群寻优径向基神经网络模型在脱硝控制中应用_参考网
WebSep 10, 2010 · Research and utilization of quadrotor helicopter in many areas is increasing because of its special flight performance. It is not easy to control a quadrotor whose … WebJan 1, 2007 · The RBF-ARX model is constructed as a global model, and is estimated off-line so as to avoid the possible failure of on-line parameter estimation during real-time control. WebFeb 1, 2004 · The RBF-ARX model-based predictive controller (RBF-ARX-MPC) proposed above is applied to control the plant, and the diagram of the RBF-ARX-MPC system is … orange floral flat sheet