東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Linked to FindBook

Google Book

Amazon

博客來

Steel 4.0 = digitalization in steel industry /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Steel 4.0/ edited by Yilmaz Uygun, Atilla Özgür, Marc-Thorsten Hütt.
Reminder of title:	digitalization in steel industry /
other author:	Uygun, Yilmaz.
Published:	Cham :Springer International Publishing : : 2024.,
Description:	viii, 187 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Steel industry and trade - Technological innovations. -
Online resource:	https://doi.org/10.1007/978-3-031-57468-9
ISBN:	9783031574689

Steel 4.0 = digitalization in steel industry /
Steel 4.0digitalization in steel industry /[electronic resource] :edited by Yilmaz Uygun, Atilla Özgür, Marc-Thorsten Hütt. - Cham :Springer International Publishing :2024. - viii, 187 p. :ill. (some col.), digital ;24 cm. - Engineering materials,1868-1212. - Engineering materials..

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.

ISBN: 9783031574689

Standard No.: 10.1007/978-3-031-57468-9doiSubjects--Topical Terms:

3718610
Steel industry and trade
--Technological innovations.

LC Class. No.: HD9510.5

Dewey Class. No.: 338.47669142

Steel 4.0 = digitalization in steel industry /
LDR:02634nmm a2200337 a 4500 001 2372116
003 DE-He213
005 20240703114352.0
006 m d
007 cr nn 008maaau
008 241127s2024 sz s 0 eng d
020 $a 9783031574689 $q (electronic bk.)
020 $a 9783031574672 $q (paper)
024 7 $a 10.1007/978-3-031-57468-9 $2 doi
035 $a 978-3-031-57468-9
040 $a GP $c GP
041 0 $a eng
050 4 $a HD9510.5
072 7 $a TGM $2 bicssc
072 7 $a TEC021030 $2 bisacsh
072 7 $a TGM $2 thema
082 0 4 $a 338.47669142 $2 23
090 $a HD9510.5 $b .S813 2024
245 0 0 $a Steel 4.0 $h [electronic resource] : $b digitalization in steel industry / $c edited by Yilmaz Uygun, Atilla Özgür, Marc-Thorsten Hütt.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2024.
300 $a viii, 187 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Engineering materials, $x 1868-1212
505 0 $a 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.
520 $a 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.
650 0 $a Steel industry and trade $x Technological innovations. $3 3718610
650 0 $a Industry 4.0. $3 3491401
650 1 4 $a Metals and Alloys. $3 3591895
650 2 4 $a Industrial and Production Engineering. $3 891024
650 2 4 $a Materials Engineering. $3 2071625
650 2 4 $a Steel, Light Metal. $3 3591922
700 1 $a Uygun, Yilmaz. $3 3718607
700 1 $a Özgür, Atilla. $3 3718608
700 1 $a Hütt, Marc-Thorsten. $3 3718609
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Engineering materials. $3 1619690
856 4 0 $u https://doi.org/10.1007/978-3-031-57468-9
950 $a Chemistry and Materials Science (SpringerNature-11644)