Digital twins as a modern approach to design of industrial processes

• Autorzy: Rauch Lukasz , Pietrzyk Maciej

Identyfikatory

DOI

10.5604/01.3001.0013.0456

• Języki publikacji: EN

Abstrakty

EN

The objective of the paper was to describethe concept of a virtual, digital equivalent to a physical process. The basic idea of the virtual counterpart for the process called a digital twin is described first. Following this the hybrid computer system dedicated to the design of the optimal manufacturing technology for thin steel strips is presented. The models used in the system and the database are described. Numerical tests showing capabilities of the system recapitulate the work.

Słowa kluczowe

EN

computer system; hot rolling; optimization

• Wydawca: Wydawnictwo Wrocławskiej Rady FSNT NOT
• Czasopismo: Journal of Machine Engineering
• Rocznik: 2019
• Tom: Vol. 19, No. 1
• Strony: 86--97
• Opis fizyczny: Bibliogr. 15 poz., rys.

Twórcy

autor

Rauch Lukasz

• AGH University of Science and Technology, Kraków, Poland

autor

Pietrzyk Maciej

• AGH University of Science and Technology, Kraków, Poland

Bibliografia

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• [2] TROWSDALE A.J., RANDERSON K., MORRIS P.F., HUSAIN Z., CROWTHER D.N., 2001, MetModel: microstructural evolution model for hot rolling and prediction of final product properties, Ironmaking and Steelmaking, 28, 170–174.
• [3] IBRAHIM M., SHULKOSKY R., 2007, Simulation and development of Advanced High Strength Steels on a hot strip mill using a microstructure evolution model, HSMM Application for AHSS, 1, 1–12.
• [4] RAUCH Ł., BZOWSKI K., KUZIAK R., KITOWSKI J., PIETRZYK M., 2016, The off-line computer system for design of the hot rolling and laminar cooling technology for steel strips, Journal of Machine Engineering 16/2, 27–43.
• [5] HOLLER M., UEBERNICKEL F., BRENNER W., 2016, Digital twin concepts in manufacturing industries – a literature review and avenues for further research, 18th Int. Conf. on Industrial Engineering (IJIE), Seoul (e-book).
• [6] HAAG S., ANDERL R., 2018, Digital Twin – proof of concept, Manufacturing Letters, doi: 10.1016/j.mfglet.2018.02.006.
• [7] BATTY M., 2018, Digital twins, Environment and Planning B: Urban Analytics and City Science, 45, 817–820.
• [8] WILLCOX K.E., SINGH V., 2018, Engineering design with digital thread, AIAA Journal, 56, 1–14.
• [9] KITOWSKI J. et al.,2018,Virtual strip rolling mill, European Commission Research Programme of the ResearchFund for Coal and Steel, RFSR-CT-2013-00007.
• [10] HEDBERG T.D., LUBELL J., FISCHER L., MAGGIANO L., FEENEY A.B., 2016, Testing the Digital thread in support of model-based manufacturing and inspection, ASME Journal of Computing and Information Science in Engineering, 16, doi: 10.1115/1.4032697.
• [11] SU S.-H., HU X.W., LIU M.-L., CHEN Y.-G., LIU X.-H., 2009, The Positioning of CSP Products, Journal of Iron and Steel Research International, 16, 34–42.
• [12] BZOWSKI K., KITOWSKI J., KUZIAK R., URANGA P., GUTIERREZ I., JACOLOT R., RAUCH Ł., PIETRZYK M., 2017, Development of the material database for the VirtRoll computer system dedicated to design of an optimal hot strip rolling technology, Computer Methods in Materials Science, 17, 225–246.
• [13] KRÓL D., SŁOTA R., RAUCH Ł., KITOWSKI J., PIETRZYK M., 2014, Harnessing heterogeneous computational infrastructures for studying metallurgical rolling processes, eChallenges, eds, Cunningham, P., Cunningham, M., International Information Management Corporation, Belfast, 1–9.
• [14] SZELIGA D., Identification problems in metal forming, 2013, A comprehensive study, Publisher AGH, 291, Kraków.
• [15] MORRIS M.D., 1991, Factorial sampling plans for preliminary computational experiments, Technometrics, 33, 161–174.

Uwagi

Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).