Least Square Support Vector Machines Laguerre Hammerstein Model Identification and Non-linear Model Predictive Controller Design for pH Neutralization Process

Abstract

Highlights• This paper outlines an alternative Hammerstein model Identification of a pH neutralization process.• Model identification is done with Laguerre Least Square Support Vector Machines (LLSSVM).• LLSSVM Hammerstein model is used to implement an efficient Nonlinear Model Predictive Controller.