Distributed monitoring of the absorption column of a post-combustion CO2 capture plant

被引：15

作者：

Yin, Xunyuan ^{[1
]}

Decardi-Nelson, Benjamin ^{[1
]}

Liu, Jinfeng ^{[1
]}

机构：

[1] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 1H9, Canada

来源：

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING | 2020年 / 34卷 / 06期

基金：

加拿大自然科学与工程研究理事会;

关键词：

distributed state estimation; fault detection and isolation; Moving horizon estimation; post-combustion carbon capture plant; MOVING-HORIZON ESTIMATION; DISCRETE-TIME-SYSTEMS; STATE ESTIMATION; SUBSYSTEM DECOMPOSITION; NONLINEAR-SYSTEMS; FAULT-DIAGNOSIS; MODEL; STABILITY; DESIGN; UNCERTAINTY;

D O I：

10.1002/acs.3074

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this work, we consider the monitoring of the absorption column of a typical post-combustion capture plant within a distributed framework. The column is decomposed into a few subsystems, and a distributed moving horizon state estimator network is designed to estimate the state of the entire column. A state predictor is also designed for each subsystem to approximate the future evolution of the subsystem. These subsystem predictors form a distributed predictor network. Based on the distributed estimator and predictor networks, a fault diagnosis mechanism is proposed specifically for potential additive sensor faults. Extensive simulation results are provided to demonstrate the performance of the proposed approach.

引用

页码：757 / 776

页数：20

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