AI for Predictive Maintenance in Industry 4.0
Extended PdM Methodologies: From Vibration & Thermal to Motor Current, Wear Debris, Pressure, and Efficiency Analysis
Language: English - ISBN: 9789403906454 - 260 pages
€19.99
Personal Lean Publications
Synopsis
Unlike traditional PdM books that focus on a single technique, this guide provides a practical overview of Extended Predictive Maintenance (PdM) methodologies in one volume. It covers both classical approaches—such as vibration, thermal, acoustic, and oil analysis—and advanced techniques including motor current analysis, wear debris monitoring, partial discharge, pressure, and efficiency monitoring.
Rather than replacing specialist handbooks, this book focuses on how to integrate multiple PdM techniques with sensors, industrial data, and AI/ML tools to design Industry 4.0–ready predictive maintenance systems.
You'll learn how to collect and analyze industrial data, apply AI and machine learning models, integrate multiple condition-monitoring methods, and build Industry 4.0–ready predictive maintenance systems. Covering topics from model development and deployment to Digital Twins, Cloud/Edge computing, and ROI evaluation, this book offers a practical roadmap for engineers, reliability professionals, and Industry 4.0 practitioners seeking to implement AI-driven maintenance strategies across modern industries.
About Mohammed Hamed Ahmed Soliman
Dr. Mohammed Hamed Ahmed Soliman is an internationally recognized Lean expert, lecturer in Industrial Engineering and Management Systems at the American University in Cairo (AUC), executive advisor, and author of more than 150 books and scientific publications on Lean management, the Toyota Production System, quality systems, operational excellence, automotive engineering, and modern publishing systems.
He is a member of the Advisory Committee of the IEOM International Society and brings nearly two decades of academic, industrial, and consulting experience across manufacturing, public services, education, and infrastructure sectors. His work bridges engineering, policy, and leadership, helping organizations design systems that flow intelligently and improve continuously.
Dr. Soliman has trained professionals throughout the Middle East and has worked with organizations including Princess Nourah University in Saudi Arabia and Vale Oman Pelletizing Company. He is the founder of Personal Lean Publications and continues to write on Lean transformation, industrial systems, automotive technologies, and the evolving global publishing ecosystem.
Product specifications
| Binding | Paperback |
|---|---|
| Language | English |
| Publishing date | Friday, 12 June 2026 |
| Edition | 1 |
| ISBN | 9789403906454 |
| Pagecount | 260 |
| Interior color | Black/white |
| Size | 135 x 215 mm |
| Publisher | Personal Lean Publications |
| Author | Mohammed Hamed Ahmed Soliman |
| Category | Business > Technology |