Predictive and Prescriptive Maintenance with Artificial Intelligence
Predictive and Prescriptive Maintenance with Artificial Intelligence
In today’s competitive industrial landscape, downtime impacts not only costs, but also reputation, customer trust, and operational efficiency. This practical guide by Dr. Mohammed Hamed Ahmed Soliman explores how Artificial Intelligence (AI) transforms maintenance from reactive repairs to predictive and prescriptive strategies, helping organizations reduce failures, extend equipment life, maximize asset performance, and prepare for Industry 4.0.
In today’s competitive industrial landscape, downtime impacts not only costs, but also reputation, customer trust, and operational efficiency. This practical guide by Dr. Mohammed Hamed Ahmed Soliman explores how Artificial Intelligence (AI) transforms maintenance from reactive repairs to predictive and prescriptive strategies, helping organizations reduce failures, extend equipment life, maximize asset performance, and prepare for Industry 4.0.
Inside, you’ll learn:
The evolution from reactive and preventive maintenance to predictive and prescriptive strategies
How to collect, prepare, and leverage industrial data for AI applications
Core AI and machine learning techniques for failure prediction
Prescriptive maintenance models for optimal interventions
Real-world case studies from manufacturing, energy, and transportation
How to integrate AI into existing systems and measure ROI
Preparing organizations for Industry 4.0 and beyond
Ideal for maintenance managers, reliability engineers, data scientists, and industry leaders seeking measurable operational improvement.
Transform your maintenance strategy. Predict. Prescribe. Perform.