Data-Driven Innovation in Supply Chains and Manufacturing From Predictive Analytics to Natural Language Processing

Product Description

This book explores how modern technologies-especially data analytics machine learning (ML) and the Internet of Things (Io T)-are transforming supply chain and manufacturing operations. Bridging academic research and industrial practice this book presents data as a strategic asset driving agility efficiency and resilience. Structured around four themes it covers: Foundational analytics and optimization Predictive and prescriptive analytics for proactive decision‑making Real‑time Io T data for workflow monitoring and control Digital Twins and Natural Language Processing (NLP) for modeling and interaction Chapters include mathematical modeling case studies and implementation frameworks with co…