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The application of a hybrid algorithm to roll pass design
University of South Australia, Adelaide, Australia.
The Open Polytechnic of New Zealand, Lower Hutt, New Zealand.
Association of International Roll Pass Designers and Rolling Mill Engineers, Dortmund, Germany.
Central Queensland University, Bundaberg, Australia.
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2015 (English)In: The International Journal of Advanced Manufacturing Technology, ISSN 0268-3768, E-ISSN 1433-3015, Vol. 79, no 5-8, p. 1063-1070Article in journal (Refereed) Published
Abstract [en]

Human–computer interface was utilized to amplify the power of a hybrid algorithm that combines fuzzy logic, regression analysis, and non-linear optimization to extract knowledge from a roll pass design database. This strategy is applied to grooves with vertical and horizontal symmetry which are employed in initial passes to roll a broad range of steel products. The results presented here from the case study are both statistically significant and valid from the viewpoint of roll pass design theory. © 2015, Springer-Verlag London.

Place, publisher, year, edition, pages
Springer London, 2015. Vol. 79, no 5-8, p. 1063-1070
Keywords [en]
Algorithm, Hybrid, Knowledge extraction, Regression analysis, Roll pass design, Design, Fuzzy logic, Nonlinear programming, Horizontal symmetry, Hybrid algorithms, Non-linear optimization, Steel products, Algorithms
National Category
Mechanical Engineering
Identifiers
URN: urn:nbn:se:hig:diva-29392DOI: 10.1007/s00170-015-6865-0ISI: 000357283000031Scopus ID: 2-s2.0-84934801696OAI: oai:DiVA.org:hig-29392DiVA, id: diva2:1296850
Available from: 2019-03-18 Created: 2019-03-18 Last updated: 2019-03-18Bibliographically approved

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Lundberg, Sven-Erik

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