03889nam a22006015i 4500 978-3-031-57468-9 DE-He213 20251030112611.0 cr nn 008mamaa 240703s2024 sz | s |||| 0|eng d 9783031574689 978-3-031-57468-9 10.1007/978-3-031-57468-9 doi TA459-492 TGM bicssc TEC021030 bisacsh TGM thema Steel 4.0 [electronic resource] : Digitalization in Steel Industry / edited by Yilmaz Uygun, Atilla Özgür, Marc-Thorsten Hütt. 1st ed. 2024. Cham : Springer International Publishing : Imprint: Springer, 2024. VIII, 187 p. 92 illus., 54 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Engineering Materials, 1868-1212 Introduction -- Planning and Scheduling of Electric Arc Furnace based Steelmaking -- Systematic review of steel surface defect detection methods on the open access datasets of Severstal and the Northeastern University (NEU) -- Decision Support Systems for Steel Production Planning – State of the Art and Open Questions -- Volatility and Synchronization in Steel Manufacturing – A Simulation Study of a Modern Steel Mill -- A Comparison of Crossover Operators in Genetic Algorithms for Steel Domain -- Comparative Study of Two Genetic Algorithms for Steel Production Planning under Different Order Backlog Circumstances -- Effect of PolyLoss function on Steel defect detection -- Novel genetic algorithm for simultaneous scheduling of two distinct steel production lines. This book addresses digitalization and the steel industry. It is written from the perspective of both industrial engineering and data science and discusses digitalization problems, novel production planning and scheduling algorithms in ironmaking and steelmaking, machine learning applications and opportunities in steel plants and quality-related algorithms in steel plants. Even though digitalization is an important trend in steel industry, current contributions mainly focus on lower automation levels, i.e., field and control levels, that are mainly covered in mechanical, electrical and material engineering domains. On higher planning levels, there are hardly comprehensive scientific contributions on intelligent digitalization issues available. This book fills this gap. Metals. Industrial engineering. Production engineering. Materials. Building materials. Metals and Alloys. Industrial and Production Engineering. Materials Engineering. Steel, Light Metal. 66556 Uygun, Yilmaz. editor. (orcid)0000-0003-1271-9672 https://orcid.org/0000-0003-1271-9672 edt http://id.loc.gov/vocabulary/relators/edt 79957 Özgür, Atilla. editor. edt http://id.loc.gov/vocabulary/relators/edt 79958 Hütt, Marc-Thorsten. editor. edt http://id.loc.gov/vocabulary/relators/edt 79959 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031574672 Printed edition: 9783031574696 Printed edition: 9783031574702 Engineering Materials, 1868-1212 18015 https://doi.org/10.1007/978-3-031-57468-9 ZDB-2-CMS ZDB-2-SXC 61304 61304