04025nam 22006735 450 991055939830332120251202165342.09789811902406981190240210.1007/978-981-19-0240-6(MiAaPQ)EBC6949307(Au-PeEL)EBL6949307(CKB)21479234200041(PPN)262170051(OCoLC)1309961073(DE-He213)978-981-19-0240-6(EXLCZ)992147923420004120220406d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierInnovative Supply Chain Management via Digitalization and Artificial Intelligence /edited by Kumaresan Perumal, Chiranji Lal Chowdhary, Logan Chella1st ed. 2022.Singapore :Springer Nature Singapore :Imprint: Springer,2022.1 online resource (208 pages)Studies in Systems, Decision and Control,2198-4190 ;424Print version: Perumal, Kumaresan Innovative Supply Chain Management Via Digitalization and Artificial Intelligence Singapore : Springer Singapore Pte. Limited,c2022 9789811902390 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.Studies in Systems, Decision and Control,2198-4190 ;424Artificial intelligenceMachine learningIndustrial managementProduction managementArtificial IntelligenceMachine LearningIndustrial ManagementOperations ManagementArtificial intelligence.Machine learning.Industrial management.Production management.Artificial Intelligence.Machine Learning.Industrial Management.Operations Management.658.7028563Perumal Kumaresan1221544Chowdhary Chiranji Lal1221545Chella Logan1221546MiAaPQMiAaPQMiAaPQBOOK9910559398303321Innovative Supply Chain Management Via Digitalization and Artificial Intelligence2832709UNINA