The application of a hybrid algorithm to roll pass designShow others and affiliations
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
2019-03-182019-03-182019-03-18Bibliographically approved