國立虎尾科技大學 |

Innovative Supply Chain Management via Digitalization and Artificial Intelligence

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Innovative Supply Chain Management via Digitalization and Artificial Intelligence/ edited by Kumaresan Perumal, Chiranji Lal Chowdhary, Logan Chella.
其他作者:	Chella, Logan.
面頁冊數:	VIII, 207 p. 118 illus., 101 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Operations Management. -
電子資源:	https://doi.org/10.1007/978-981-19-0240-6
ISBN:	9789811902406

Innovative Supply Chain Management via Digitalization and Artificial Intelligence
Innovative Supply Chain Management via Digitalization and Artificial Intelligence[electronic resource] /edited by Kumaresan Perumal, Chiranji Lal Chowdhary, Logan Chella. - 1st ed. 2022. - VIII, 207 p. 118 illus., 101 illus. in color.online resource. - Studies in Systems, Decision and Control,4242198-4190 ;. - Studies in Systems, Decision and Control,27.

Supply Chain Management 4.0 -- AI applications in Procurement and demand forecasting -- Smart SCM Operations: Production, Planning, Scheduling and Control -- How to build an Automated and Logistics Systems: An IoT Approach -- Automated Process and Information Management -- Driving AI Models in Cloud SCM -- Blockchain Digital Transformation -- Sustainable Supply Chain Strategy -- Supply Chain Risks beyond 2020 -- Virtual Supply Chain management -- Digital Tourism Supply Chains Management -- SMART Food Supply Chain System -- Supply Chain revolution for Agri 4.0 -- Role of Analytics in Supply Chain.

This book focuses on the impact of artificial intelligence (AI) and machine learning (ML) models on supply chain operations in industry 4.0. The chapters illustrate the AI and ML models for all functional areas of operations in SCM. The book also includes examples using ML models like handling supply-to-demand imbalances, triggering automated responses, and reinforcing customer relationships. It describes the evolution of blockchain technology coupled with the ability to automate business logic for the transparency of goods, infrastructure, products, and licenses in software. The book also includes case studies that provide a problem statement and industry overcome by applying ML and AI technologies. This book is suitable for undergraduates, postgraduates, industrial professionals, business executives, entrepreneurs, and freelancers to encourage practical learning on AI and ML algorithms in SCM 4.0. Additionally, this book will provide computer science and information system professionals with the latest technologies embedded in the corporate world.

ISBN: 9789811902406

Standard No.: 10.1007/978-981-19-0240-6doiSubjects--Topical Terms:

1069063
Operations Management.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Innovative Supply Chain Management via Digitalization and Artificial Intelligence
LDR:03175nam a22004215i 4500 001 1092431
003 DE-He213
005 20220701083345.0
007 cr nn 008mamaa
008 221228s2022 si | s |||| 0|eng d
020 $a 9789811902406 $9 978-981-19-0240-6
024 7 $a 10.1007/978-981-19-0240-6 $2 doi
035 $a 978-981-19-0240-6
050 4 $a Q334-342
050 4 $a TA347.A78
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Innovative Supply Chain Management via Digitalization and Artificial Intelligence $h [electronic resource] / $c edited by Kumaresan Perumal, Chiranji Lal Chowdhary, Logan Chella.
250 $a 1st ed. 2022.
264 1 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a VIII, 207 p. 118 illus., 101 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Systems, Decision and Control, $x 2198-4190 ; $v 424
505 0 $a Supply Chain Management 4.0 -- AI applications in Procurement and demand forecasting -- Smart SCM Operations: Production, Planning, Scheduling and Control -- How to build an Automated and Logistics Systems: An IoT Approach -- Automated Process and Information Management -- Driving AI Models in Cloud SCM -- Blockchain Digital Transformation -- Sustainable Supply Chain Strategy -- Supply Chain Risks beyond 2020 -- Virtual Supply Chain management -- Digital Tourism Supply Chains Management -- SMART Food Supply Chain System -- Supply Chain revolution for Agri 4.0 -- Role of Analytics in Supply Chain.
520 $a This book focuses on the impact of artificial intelligence (AI) and machine learning (ML) models on supply chain operations in industry 4.0. The chapters illustrate the AI and ML models for all functional areas of operations in SCM. The book also includes examples using ML models like handling supply-to-demand imbalances, triggering automated responses, and reinforcing customer relationships. It describes the evolution of blockchain technology coupled with the ability to automate business logic for the transparency of goods, infrastructure, products, and licenses in software. The book also includes case studies that provide a problem statement and industry overcome by applying ML and AI technologies. This book is suitable for undergraduates, postgraduates, industrial professionals, business executives, entrepreneurs, and freelancers to encourage practical learning on AI and ML algorithms in SCM 4.0. Additionally, this book will provide computer science and information system professionals with the latest technologies embedded in the corporate world.
650 2 4 $a Operations Management. $3 1069063
650 2 4 $a Machine Learning. $3 1137723
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Production management. $3 566447
650 0 $a Industrial Management. $3 1366261
650 0 $a Machine learning. $3 561253
650 0 $a Artificial intelligence. $3 559380
700 1 $a Chella, Logan. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1400185
700 1 $a Chowdhary, Chiranji Lal. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1394108
700 1 $a Perumal, Kumaresan. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1400184
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811902390
776 0 8 $i Printed edition: $z 9789811902413
776 0 8 $i Printed edition: $z 9789811902420
830 0 $a Studies in Systems, Decision and Control, $x 2198-4182 ; $v 27 $3 1254124
856 4 0 $u https://doi.org/10.1007/978-981-19-0240-6
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)