A Nonlinear Model Predictive Control Strategy Using Multiple Neural Network Models

Zainal Ahmad, Jie Zhang
  • January 2006, Springer Science + Business Media
  • DOI: 10.1007/11760023_139

Multiple Neural Networks (MNN) Model for Model Predictive Control

What is it about?

Utilizing the robustness of multiple neural networks (MNN) model in model predictive control (MPC) strategy.

Why is it important?

MNN did improve the performance of MPC due to MNN capability in capturing the nonlinear model of the system


Dr Zainal Ahmad
Universiti Sains Malaysia

One of my early article on the MNN application on control. It's clearly shows how the MNN did enhancing the performance of MPC especially in disturbance rejection as well as set point tracking for nonlinear system

Read Publication


The following have contributed to this page: Dr Zainal Ahmad

In partnership with: