KOR

e-Article

Modeling Complex Industrial Systems Using Cloud Services
Document Type
Conference
Source
2015 20th International Conference on Control Systems and Computer Science Control Systems and Computer Science (CSCS), 2015 20th International Conference on. :565-571 May, 2015
Subject
Bioengineering
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Computational modeling
Process control
IEC standards
Service-oriented architecture
Computer architecture
Cloud computing
Containers
Service-Oriented Architecture (SOA)
model identification
IEC 61499
web services
advanced process control
Language
ISSN
2379-0474
2379-0482
Abstract
The large computational and storage capabilities of a cloud platform offer challenging opportunities to address advanced process control techniques and algorithms. This paper presents a cloud framework for a library of advanced control sequences and algorithms. This library can be used for online or offline model identification. The work presents the basic concepts of cloud computing and how they can be applied in the industrial process modeling using a modular structure based on open technologies. Details on how to apply the proposed architecture for plant model identification are also provided.