TY  - BOOK
AU  - Perumal,Kumaresan
AU  - Chowdhary,Chiranji Lal
AU  - Chella,Logan
ED  - SpringerLink (Online service)
TI  - Innovative Supply Chain Management via Digitalization and Artificial Intelligence
T2  - Studies in Systems, Decision and Control,
SN  - 9789811902406
AV  - TA347.A78 
PY  - 2022///
CY  - Singapore
PB  - Springer Nature Singapore, Imprint: Springer
KW  - Artificial intelligence
KW  - Machine learning
KW  - Industrial Management
KW  - Production management
KW  - Artificial Intelligence
KW  - Machine Learning
KW  - Operations Management
KW  - Business logistics -- Data processing
KW  - Industry 4.0
N1  - 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
N2  - 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
UR  - https://doi.org/10.1007/978-981-19-0240-6
ER  -