Newton-Based Extremum Seeking for Dynamic Systems Using Kalman Filtering: Application to Anaerobic Digestion Process Control

Newton-Based Extremum Seeking for Dynamic Systems Using Kalman Filtering: Application to Anaerobic Digestion Process Control

In this paper, a new Newton-based extremum-seeking control for dynamic systems is proposed using Kalman filter for gradient and Hessian estimation as well as a stochastic perturbation signal with time-varying amplitude. The obtained Kalman filter based Newton extremum-seeking control (KFNESC) makes...

Full description

Bibliographic Details
Main Authors: Yang Tian, Ning Pan, Maobo Hu, Haoping Wang, Ivan Simeonov, Lyudmila Kabaivanova, Nicolai Christov
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Mathematics
Subjects:
extremum-seeking control
Newton optimization algorithm
Kalman filter
two-stages anaerobic digestion process
Online Access:https://www.mdpi.com/2227-7390/11/1/251

Internet

https://www.mdpi.com/2227-7390/11/1/251

Similar Items