AI for Advanced Manufacturing and Industrial Applications

著者名：Sarkar, Bidyut/Paul, Rudrendu Kumar

Springer（2025/04/01発売）

• 言語：ENG
• ISBN：9783031860904
• eISBN：9783031860911

Description

This book provides a deep dive into the applications of Artificial Intelligence (AI) in advanced manufacturing and intelligent autonomous systems. Through real-world use cases and cutting-edge insights, it examines how AI, machine learning, IoT, and Industry 5.0 are revolutionizing manufacturing processes from end to end.

Discover how integrating AI technologies with data analytics and IoT can unlock smarter, more efficient, and adaptable manufacturing solutions. Learn how predictive algorithms can foresee equipment failures, optimize inventory in real time, and enable autonomous robots to handle complex tasks, from assembly to logistics. With these innovations, manufacturers can achieve new levels of productivity, drive innovation, and create future-ready business models.

Designed for industry practitioners, decision-makers, and aspiring professionals, this comprehensive guide offers actionable strategies and practical insights for implementing AI in advanced manufacturing. Whether you’re a leader seeking to modernize operations or a graduate student aiming to enter this dynamic field, this book will empower you to navigate and leverage the next frontier of industrial innovation.

Table of Contents

Introduction to AI in Manufacturing.- AI-Driven Manufacturing Processes.- AI and Advanced Analytics Applications.- Intelligent Supply Chains.- Implementation Challenges and Solutions.- AI Safety and Ethical Considerations.- The Road Ahead.