Kalman Filter Based Newton Extremum Seeking Control for Maximum Gases Production Rates of Anaerobic Digestion Process

被引：2

作者：

Tian, Yang ^{[1
]}

Hu, Maobo ^{[1
]}

Wang, Haoping ^{[1
]}

Simeonov, Ivan ^{[2
]}

Kabaivanova, Lyudmila ^{[2
]}

Christov, Nicolai ^{[3
]}

机构：

[1] Nanjing Univ Sci & Technol, Automat Sch, LaFCAS Lab, 200 Xiao Ling Wei St, Nanjing 210094, Peoples R China

[2] Bulgarian Acad Sci, Stephan Angeloff Inst Microbiol, Acad G Bonchev St,Bl 26, Sofia 1113, Bulgaria

[3] Lille Univ, CRISTAL Res Ctr, LaFCAS Lab, F-59655 Villeneuve Dascq, France

来源：

INFORMATION TECHNOLOGY AND CONTROL | 2020年 / 49卷 / 04期

基金：

中国国家自然科学基金;

关键词：

Anaerobic digestion process; Kalman filter; Extremum seeking control; WASTE-WATER; STABILITY; DESIGN; BIOGAS;

D O I：

10.5755/j01.itc.49.4.25367

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper proposes a Kalman filter (KF) based Newton extremum seeking control (NESC) to maximize production rates of hydrogen and methane in anaerobic digestion process. The Kalman filtering algorithm is used to obtain more accurate gradient and Hessian estimates which makes it possible to increase the convergence speed to the extremum and to eliminate input and output steady-state oscillations. The simulation examples demonstrate the performances of the proposed approach.

引用

页码：455 / 463

页数：9

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