Data-driven simulation model generation for ERP and DES systems integration

Damian Krenczyk; Grzegorz Bocewicz

doi:10.1007/978-3-319-24834-9_32

Data-driven simulation model generation for ERP and DES systems integration

Damian Krenczyk
, Grzegorz Bocewicz

Katedra Automatyzacji Procesów Technologicznych i Zintegrowanych Systemów Wytwarzania (RMT/RMT2)

Koszalin University of Technology

Wyniki badań: Wkład do czasopisma › Artykuł z konferencji › recenzja

5 Cytowania z bazy Scopus

Abstrakt

In the paper the concept of data driven automatic simulation model generation method based on hybrid parametric-approach and data mapping and transformation methods in combination with concept of neutral data model is presented. As a key element of the proposed approach, author’s own method of data transformation into internal programming languages script code, based on the transformation template is described. Developed simulation model generator is also an effective tool for the integration of ERP and DES systems. A practical implementation of the presented methodology-original software RapidSim is presented as well.

Język oryginału	angielski
Strony (od–do)	264-272
Liczba stron	9
Czasopismo	Lecture Notes in Computer Science
Tom	9375 LNCS
Identyfikatory DOI	https://doi.org/10.1007/978-3-319-24834-9_32
Status publikacji	Opublikowano - 2015
Wydarzenie	16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015 - Wroclaw, Polska Czas trwania: 14 paź 2015 → 16 paź 2015

Obszary tematyczne ASJC Scopus

Informatyka teoretyczna
Informatyka ogólna

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10.1007/978-3-319-24834-9_32

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Cytowanie

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title = "Data-driven simulation model generation for ERP and DES systems integration",

abstract = "In the paper the concept of data driven automatic simulation model generation method based on hybrid parametric-approach and data mapping and transformation methods in combination with concept of neutral data model is presented. As a key element of the proposed approach, author{\textquoteright}s own method of data transformation into internal programming languages script code, based on the transformation template is described. Developed simulation model generator is also an effective tool for the integration of ERP and DES systems. A practical implementation of the presented methodology-original software RapidSim is presented as well.",

keywords = "Automatic model generation, Data mapping, Data transformation, Data-driven, ERP, Simulation, Visualization",

author = "Damian Krenczyk and Grzegorz Bocewicz",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015 ; Conference date: 14-10-2015 Through 16-10-2015",

year = "2015",

doi = "10.1007/978-3-319-24834-9\_32",

language = "English",

volume = "9375 LNCS",

pages = "264--272",

journal = "Lecture Notes in Computer Science",

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publisher = "Springer Verlag",

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TY - JOUR

T1 - Data-driven simulation model generation for ERP and DES systems integration

AU - Krenczyk, Damian

AU - Bocewicz, Grzegorz

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2015.

PY - 2015

Y1 - 2015

N2 - In the paper the concept of data driven automatic simulation model generation method based on hybrid parametric-approach and data mapping and transformation methods in combination with concept of neutral data model is presented. As a key element of the proposed approach, author’s own method of data transformation into internal programming languages script code, based on the transformation template is described. Developed simulation model generator is also an effective tool for the integration of ERP and DES systems. A practical implementation of the presented methodology-original software RapidSim is presented as well.

AB - In the paper the concept of data driven automatic simulation model generation method based on hybrid parametric-approach and data mapping and transformation methods in combination with concept of neutral data model is presented. As a key element of the proposed approach, author’s own method of data transformation into internal programming languages script code, based on the transformation template is described. Developed simulation model generator is also an effective tool for the integration of ERP and DES systems. A practical implementation of the presented methodology-original software RapidSim is presented as well.

KW - Automatic model generation

KW - Data mapping

KW - Data transformation

KW - Data-driven

KW - ERP

KW - Simulation

KW - Visualization

UR - https://www.scopus.com/pages/publications/84983608526

U2 - 10.1007/978-3-319-24834-9_32

DO - 10.1007/978-3-319-24834-9_32

M3 - Conference article

AN - SCOPUS:84983608526

SN - 0302-9743

VL - 9375 LNCS

SP - 264

EP - 272

JO - Lecture Notes in Computer Science

JF - Lecture Notes in Computer Science

T2 - 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015

Y2 - 14 October 2015 through 16 October 2015

ER -

Data-driven simulation model generation for ERP and DES systems integration

Abstrakt

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