Synergy of multi-modelling for process control

被引：21

作者：

Beregi, Richard ^{[1
,2
]}

Szaller, Adam ^{[1
,2
]}

Kadar, Botond ^{[1
]}

机构：

[1] Hungarian Acad Sci, Inst Comp Sci & Control, Ctr Excellence Prod Informat & Control, Kende Str 13-17, H-1111 Budapest, Hungary

[2] Budapest Univ Technol & Econ, Dept Mfg Sci & Engn, Muegyet Rkp 3, H-1111 Budapest, Hungary

来源：

IFAC PAPERSONLINE | 2018年 / 51卷 / 11期

关键词：

digital twin; forecasting; multimethod modelling; discrete event-based simulation; agent based simulation; error handling; CYBER-PHYSICAL SYSTEMS;

D O I：

10.1016/j.ifacol.2018.08.473

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 paper a multi-modelling experiment is presented through which we have studied the possibilities of manufacturing process control supported by different digital simulation models. The main pillar of the study is a real, operating, research and demonstration cyber-physical production system which is detailed in the study. Our digital twin of the system in question includes two different virtual models; an agent-based model endowed with the ability of error handling, and a discrete-event simulation-based model for forecasting and supporting the error handling routine with evaluating bids. The experiment includes typical manufacturing processes with machine failures, which should be detected and recognized to invoke both simulations for re-forecast and error management. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.

引用

页码：1023 / 1028

页数：6

共 16 条

[1] C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems [J].

Alam, Kazi Masudul ;

El Saddik, Abdulmotaleb .

IEEE ACCESS, 2017, 5 :2050-2062

[2]

[Anonymous], 2015, DIGITAL TWIN MANUFAC

[3]

[Anonymous], 2000, Simulation modeling and analysis

[4]

[Anonymous], 2016, IET E T MAGAZINE MAY, V11, P44

[5]

Beregi R., 2015, THESIS

[6] A decomposition method to support the configuration/reconfiguration of production systems [J].

Colledani, M ;

Tolio, T .

CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2005, 54 (01) :441-444

[7] Semantic Virtual Factory supporting interoperable modelling and evaluation of production systems [J].

Kadar, Botond ;

Terkaj, Walter ;

Sacco, Marco .

CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2013, 62 (01) :443-446

[8] The MTA SZTAKI Smart Factory: platform for research and project-oriented skill development in higher education [J].

Kemeny, Zsolt ;

Beregi, Richard Jozsef ;

Erdos, Gabor ;

Nacsa, Janos .

6TH CIRP CONFERENCE ON LEARNING FACTORIES, 2016, 54 :53-58

[9]

Markus A., 1996, CIRP Annals - Manufacturing Technology, V45, P433, DOI [10.1016/S0007-8506, DOI 10.1016/S0007-8506]

[10] Agent-based systems for manufacturing [J].

Monostori, L. ;

Vancza, J. ;

Kumara, S. R. T. .

CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2006, 55 (02) :697-720

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