Read more
Mechanical and Chemical Engineering in the Age of Artificial Intelligence serves as a comprehensive guide to the integration of artificial intelligence (AI) technologies. The book addresses the critical need to adapt to data-driven approaches, moving beyond traditional deterministic methods. Covering a wide array of topics, from generative design and predictive maintenance to smart manufacturing and sustainability initiatives, this book equips students, academics, and industry professionals with the essential knowledge and tools to thrive in an AI-driven landscape. Delving into the specifics, the book begins with an introduction to AI's role in Industry 4.0 and progresses through practical applications in robotics, energy systems, and process optimization. It explores the revolutionary impact of AI on drug discovery, green engineering, and the circular economy, while also addressing the challenges of adopting these technologies. Each chapter is designed to provide actionable insights, ensuring readers can implement AI solutions to real-world engineering challenges effectively.
Mechanical and Chemical Engineering in the Age of Artificial Intelligence bridges the gap between traditional engineering practices and modern AI applications, empowering the reader to navigate the shifts in their fields, and ensuring they are well-prepared for the future of engineering.
List of contents
1. Introduction to Mechanical and Chemical Engineering in the Age of Artificial Intelligence
2. The Role of Artificial Intelligence in Industry 4.0
3. Generative Design and Prototyping Using Artificial Intelligence
4. Artificial Intelligence in Predictive Maintenance for Mechanical Systems
5. Applications of Artificial Intelligence in Robotics and Automation
6. Artificial Intelligence in Energy Systems and Sustainability
7. Process Optimization in Chemical Engineering Using Artificial Intelligence
8. Artificial Intelligence in Green Engineering and Decarbonization
9. Revolutionizing Drug Discovery and Biotechnology Through Artificial Intelligence
10. Smart Manufacturing in Chemical and Mechanical Engineering
11. Educational Evolution in Mechanical and Chemical Engineering in the AI Era: the change of teaching philosophy
12. Artificial Intelligence in Research Methodologies for Mechanical and Chemical Engineering
13. Artificial Intelligence in Fluid Mechanics and Thermal Engineering
14. The Role of Artificial Intelligence in Circular Economy and Waste Management
15. Challenges in Adopting Artificial Intelligence in Mechanical and Chemical Engineering
16. A Vision for Mechanical and Chemical Engineering in 2050
About the author
Dr. Hossein Pourrahmani is a distinguished researcher in mechanical and energy engineering, focusing on computational science, artificial intelligence, and advanced energy systems. He holds a Ph.D. in Energy from EPFL and has significantly advanced renewable energy technologies, particularly in proton exchange membrane fuel cells and electrolyzers. He authored "The Decentralized Hydrogen Revolution Using Artificial Intelligence, Internet of Things, and Blockchain," highlighting AI's role in the hydrogen economy. With over 40 peer-reviewed publications and collaborations with organizations like the DOE and European Commission, he is set to publish "Mechanical and Chemical Engineering in the Age of Artificial Intelligence," bridging theory and practice.
