Artifical Intelligence and Machine Learning for Smart Manufacturing

The book provides a comprehensive introduction to the transformative role of Artificial Intelligence (AI) and Machine Learning (ML) in modern industrial systems. The book explores how smart manufacturing technologies are reshaping conventional production environments into intelligent, connected, and data-driven ecosystems. It systematically covers core concepts of Industry 4.0, data acquisition, analytics, statistical modeling, predictive maintenance, computer vision, deep learning, digital twins, and Industrial Internet of Things (IIoT) applications. Emphasis is also placed on human–AI collaboration, sustainable manufacturing practices, Industry 5.0 principles, cybersecurity, ethical considerations, and global industrial standards.

Combining theoretical foundations with practical industrial applications, the book serves as a valuable resource for researchers, academicians, graduate students, and industry professionals in manufacturing engineering, industrial automation, artificial intelligence, and data science. It aims to support the development of intelligent, resilient, and sustainable manufacturing systems for the future.