Title :
Modeling Complex Industrial Systems Using Cloud Services
Author :
Chenaru, Oana ; Florea, Gheorghe ; Stanciu, Alexandru ; Sima, Vasile ; Popescu, Dan ; Dobrescu, Radu
Author_Institution :
SIS S.A. Co., Bucharest, Romania
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.
Keywords :
cloud computing; industrial engineering; process control; cloud platform; cloud services; complex industrial systems; model identification; modular structure; process control techniques; Cloud computing; Computational modeling; Computer architecture; Containers; IEC standards; Process control; Service-oriented architecture; Cloud computing; IEC 61499; Service-Oriented Architecture (SOA); advanced process control; model identification; web services;
Conference_Titel :
Control Systems and Computer Science (CSCS), 2015 20th International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4799-1779-2
DOI :
10.1109/CSCS.2015.109
