Computer system for process control based on data-driven

Author

Jiangyun Li ; Yan Liu ; Chaonan Tong

Author_Institution

Key Lab. of Adv. Control of Iron & Steel Process (Minist. of Educ.), Univ. of Sci. & Technol. Beijing, Beijing, China

fYear

2012

fDate

24-27 June 2012

Firstpage

463

Lastpage

467

Abstract

It presents a computer control system for process control based on data-driven. The system focuses on process data and is able to deal with the complex problems such as nonlinearity, significant delay, strong coupling and stochastic uncertainty, which are ubiquitous in process control. It adopts both modeling method based on data and learning control theory. The computer control system is composed of PC servers and high performance embedded special controllers. Control network adopts fully-distributed automation islands based on industrial Ethernet. So the powerful ability of data process is provided for the system and can satisfy the requirement of modeling and controlling based on data-driven.

Keywords

control nonlinearities; delays; embedded systems; learning systems; local area networks; process control; stochastic systems; uncertain systems; PC servers; computer control system; control network; coupling; data-driven process control; delay; fully-distributed automation islands; high performance embedded controller; industrial Ethernet; learning control theory; modeling method; nonlinearity; stochastic uncertainty; Adaptation models; Analytical models; Computational modeling; Predictive models; Data-Driven; Modeling; Process Control; System Integration;

fLanguage

English

Publisher

ieee

Conference_Titel

Electrical & Electronics Engineering (EEESYM), 2012 IEEE Symposium on

Conference_Location

Kuala Lumpur

Print_ISBN

978-1-4673-2363-5

Type

conf

DOI

10.1109/EEESym.2012.6258693

Filename

6258693