Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Application of the Knowledge Based Systems for controlling of uncertainity in optimization of metal forming

2014/15/B/ST8/00187

Keywords:

Knowledge Based Systems metal forming numerical modelling optimization

Descriptors:

  • ST8_3: Computational engineering, computer-aided modelling, design and manufacturing
  • ST6_12: Scientific computing, simulation and modelling tools

Panel:

ST8 - Production and processes engineering: modelling, product design, process design and control, construction methods and engineering, power units and systems

Host institution :

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Inżynierii Metali i Informatyki Przemysłowej

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Łukasz Rauch 

Number of co-investigators in the project: 10

Call: OPUS 8 - announced on 2014-09-15

Amount awarded: 675 500 PLN

Project start date (Y-m-d): 2015-07-07

Project end date (Y-m-d): 2018-09-06

Project duration:: 38 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Komputer Obliczeniowy klasy PC wraz z oprogramowaniem (14 000 PLN)

Information in the final report

  • Publication in academic press/journals (7)
  • Articles in post-conference publications (13)
  • Book publications / chapters in book publications (1)
  1. Strategy for the selection of the best phase transformation model for simulation of metals processing
    Authors:
    Łukasz Rauch, Krzysztof Bzowski, Konrad Perzyński, Łukasz Madej, Andriy Milenin, Maciej Pietrzyk
    Academic press:
    Computer Methods in Materials Science (rok: 2016, tom: 16(4), strony: 224-237), Wydawca: Wydawnictwo Naukowe Akapit
    Status:
    Published
  2. Dynamic load balancing for CAFE multiscale modelling methods for heterogeneous hardware infrastructure
    Authors:
    Lukasz Rauch, Daniel Bachniak
    Academic press:
    Proceedia Computer Science (rok: 2017, tom: 108C, strony: 1813-1822), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.procs.2017.05.043 - link to the publication
  3. Model of phase transformations in steels subject to heating-cooling thermal cycles in continuous annealing line
    Authors:
    Ivan Milenin, Maciej Pietrzyk, Lukasz Rauch, Roman Kuziak
    Academic press:
    Canadian Metallurgical Quarterly (rok: 2019, tom: 58, strony: 367-377), Wydawca: TAYLOR & FRANCIS LTD
    Status:
    Published
    DOI:
    10.1080/00084433.2019.1590041 - link to the publication
  4. Rule-based adaptation of a multiscale model
    Authors:
    Piotr Macioł
    Academic press:
    Computer Methods in Materials Science (rok: 2018, tom: 18, strony: 64-78), Wydawca: Wydawnictwo Akapit
    Status:
    Published
  5. Selection of the optimization method for identification of phase transformation models for steels
    Authors:
    Daniel Bachniak, Lukasz Rauch, Maciej Pietrzyk, and Jan Kusiak
    Academic press:
    Materials and Manufacturing Processes (rok: 2017, tom: 32 (11), strony: 1248-1259), Wydawca: Taylor & Francis Online
    Status:
    Published
    DOI:
    10.1080/10426914.2017.1292035 - link to the publication
  6. A multi-agent approach to computational optimization of metal forming processes
    Authors:
    Jerzy Duda, Andrzej Macioł, Piotr Macioł
    Academic press:
    Proceedia Computer Science (rok: 2016, tom: 96, strony: 531-539), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.procs.2016.08.230 - link to the publication
  7. Problem of Identification of Phase Transformation Models Used in Simulations of Steels Processing
    Authors:
    Lukasz Rauch, Daniel Bachniak, Roman Kuziak, Jan Kusiak, Maciej Pietrzyk
    Academic press:
    Journal of Materials Engineering and Performance (rok: 2018, tom: 27, strony: 5725–5735), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11665-018-3651-9 - link to the publication
  1. Computer aided design of manufacturing chain technology for au-tomotive parts made of multi-phase steels
    Authors:
    Rauch L., Bzowski K., Górecki G., Pietrzyk M.
    Conference:
    AutoMetForm 2016 : Advanced Metal Forming processes in automotive industry (rok: 2016, ), Wydawca: Politechnika Wrocławska
    Data:
    konferencja 28-29.06.2016
    Status:
    Published
  2. Computer system for identification of tool wear model in hot forging
    Authors:
    Wilkus M., Rauch L., Gronostajski Z., Polak S., Pietrzyk M.
    Conference:
    NUMIFORM 2016: The 12th International Conference on Numerical Methods in Industrial Forming Processes (rok: 2016, ), Wydawca: MATEC Web of conferences
    Data:
    konferencja 04-07.07.2016
    Status:
    Published
  3. Metamodelling with artificial neural networks by using high performance computing infrastructures
    Authors:
    Rauch L., Górecki G., Pietrzyk M., Macioł P.
    Conference:
    Esaform 2016 (rok: 2016, ), Wydawca: AIP Publishing
    Data:
    konferencja 27-29.04.2016
    Status:
    Published
  4. Problem of identification of phase transformation models used in simulations of steels processing
    Authors:
    Lukasz Rauch, Daniel Bachniak, Roman Kuziak, Jan Kusiak, Maciej Pietrzyk
    Conference:
    Fimpart (rok: 2017, ), Wydawca: Organizator
    Data:
    konferencja 9-12.07.2017
    Status:
    Published
  5. Reprezentacja dwuwymiarowego Statystycznie Podobnego Reprezentatywnego Elementu Objętościowego z wykorzystaniem krzywych T-Spline
    Authors:
    Bachniak D., Rauch L., Pietrzyk M.
    Conference:
    KomPlasTech 2016 - Informatyka w Technologii Metali (rok: 2016, ), Wydawca: Politechnika Śląska
    Data:
    konferencja 17-20.01.2016
    Status:
    Published
  6. Sensitivity analysis, identification and extending predictive capabilities of the phase transformation model based on the control theory
    Authors:
    Ivan Milenin, Krzysztof Bzowski, Łukasz Rauch, Maciej Pietrzyk
    Conference:
    KomPlasTech 2017: Conference on Computer Methods in Materials Technology (rok: 2017, ), Wydawca: AKNET-PRess
    Data:
    konferencja 15-18.01.2017
    Status:
    Published
  7. Development of the best strategy to identify models used in simulation of manufacturing of AHSS car body parts
    Authors:
    Rauch L., Bachniak D., Pietrzyk M., Kuziak R., Wrożyna A., Radwański K.
    Conference:
    AutoMetForm 2016 : Advanced Metal Forming processes in automotive industry (rok: 2016, ), Wydawca: Politechnika Wrocławska
    Data:
    konferencja 28-29.06.2016
    Status:
    Published
  8. Ontology dedicated to knowledge-driven optimization for ICME approach
    Authors:
    Piotr Macioł, Andrzej Macioł, Łukasz Rauch
    Conference:
    4th World Congress on Integrated Computational Materials Engineering (ICME 2017) (rok: 2017, ), Wydawca: Springer
    Data:
    konferencja 21-25.05.2017
    Status:
    Published
  9. Rule-based method for choosing of wear model in hot forging simulation
    Authors:
    Macioł A., Wilkus M., Duda J., Macioł P., Rauch L., Pietrzyk M.
    Conference:
    X Seminarium Naukowe Zintegrowane Studia Podstaw Deformacji Plastycznej Metali PLASTMET 2016 (rok: 2016, ), Wydawca: Sekcja Procesów Przeróbki Plastycznej Komitetu Metalurgii PAN, Sekcja Mechaniki Materiałów Komitetu Mechaniki PAN
    Data:
    konferencja 22–25.11.2016
    Status:
    Published
  10. Dokładność badań dylatometrycznych a wiarygodność symulacji przemian fazowych w stalach
    Authors:
    Daniel Bachniak, Łukasz Rauch, Maciej Pietrzyk
    Conference:
    XXV Konferencja KomPlasTech 2018 - Informatyka w Technologii Metali (rok: 2018, ), Wydawca: KomPlasTech2018
    Data:
    konferencja 21-24 stycznia 2018
    Status:
    Published
  11. Influence of the laboratory measurements errors on the phase transformation model identification
    Authors:
    Daniel Bachniak, Łukasz Rauch, Danuta Szeliga, Maciej Pietrzyk
    Conference:
    KomPlasTech 2017: Conference on Computer Methods in Materials Technology (rok: 2017, ), Wydawca: AKNET-PRess
    Data:
    konferencja 15-18.01.2017
    Status:
    Published
  12. Simulation of hot strip rolling and laminar cooling for HSLA steels using physical model and VirtRoll computer system
    Authors:
    Lukasz Rauch, Krzysztof Bzowski, Pello Uranga, Isabel Gutierrez, Nerea Isasti, Maciej Pietrzyk
    Conference:
    Thermec'2018 - International Conference on Processing & Manufacturing of Advanced Materials (rok: 2018, ), Wydawca: Organizator
    Data:
    konferencja 08-13.07.2018
    Status:
    Published
  13. The strategy for efficient modelling of phase transformations in materials processing
    Authors:
    Ł. Rauch, K. Perzyński, Ł. Madej, K. Bzowski and M. Pietrzyk
    Conference:
    40th SOLID MECHANICS CONFERENCE (rok: 2016, ), Wydawca: Institute of Fundamental Technological Research
    Data:
    konferencja 29.08 - 2.09 2016
    Status:
    Published
  1. Metody uczenia maszynowego wspierane semantycznie
    Authors:
    Krzysztof Regulski
    Book:
    Trendy i rozwiązania technologiczne – odpowiedź na potrzeby współczesnego społeczeństwa (rok: 2017, tom: 2, strony: 24-32), Wydawca: Wydawnictwo Naukowe TYGIEL sp. z o.o.
    Status:
    Published