Synopsis
Smart Heat Transfer and Thermal Management: Leveraging AI, Machine Learning, and Soft Computing revolutionizes heat transfer engineering by integrating artificial intelligence (AI), machine learning (ML), and soft computing. This groundbreaking book delves into state-of-the-art research and practical applications, providing a holistic approach to optimize thermal management. By deepening the understanding of heat transfer principles while explaining AI, ML, and soft computing methodologies, it offers innovative solutions for heat transfer challenges across various industries. The synergy between these disciplines results in enhanced predictive modeling, system optimization, and thermal control for improved energy efficiency and cost-effectiveness.
Soft computing techniques, including fuzzy logic and neural networks, expand traditional heat transfer methods, allowing for adaptive and intelligent thermal systems. Through case studies, simulations, and real-world examples, the book demonstrates how AI and ML-driven algorithms can lead to sustainable and eco-friendly thermal management solutions, making it a valuable resource for engineers, researchers, and students alike.
- Offers a comprehensive exploration of the integration of AI, machine learning, and soft computing techniques in heat transfer engineering
- Includes real-world examples and case studies that showcase how smart heat transfer approaches have been successfully applied in various industries and systems
- Incorporates the latest advancements and cutting-edge research in the field, ensuring that readers stay up-to-date with the most recent developments and emerging trends in smart heat transfer technologies
- Focuses on application-oriented insights, offering practical guidance on how to implement AI, machine learning, and soft computing methods in heat transfer engineering, equipping readers with the tools to effectively tackle complex heat transfer challenges
About the Authors
Raj Kumar Arya is currently serving as an Associate Professor in the Department of Chemical Engineering at Dr. B R Ambedkar National Institute of Technology, Jalandhar, Punjab, India. Prior to this role, he held positions at Thapar Institute of Engineering & Technology, Patiala, Punjab, India; Jaypee University of Engineering & Technology, Guna, India; and BITS-Pilani, Goa Campus, India. His educational background includes a Ph.D. from IIT Bombay, India, M. Tech. from IIT Delhi, India, and B. Tech. from HBTI Kanpur, India. With over 14 years of research and teaching experience, he specializes in diffusion and drying of thin film polymeric coatings, process engineering, and process modeling & simulation. Notably, he has published ~70 journal papers, secured 2 international patents, presented 22 conference papers, contributed to 29 books chapters, authored 5 books, edited 3 books, and organized the International Chemical Engineering Conference (ICHEEC 2021).
Dr. George D. Verros graduated in 1989 from the Chemical Engineering Department at Aristotle University of Thessaloniki (AUTH), following a family tradition in Chemistry and Engineering. He earned his 1995 Doctorate in polymer reaction engineering from the same department, receiving fellowships and working on research programs sponsored by EXXON and Novo Nordisk S.A. His focus includes polymer science, particularly polymer reaction engineering, membrane and coating formation, and applying non-equilibrium thermodynamics. With around forty publications in journals like Polymer and J. Membrane Sci., and over sixty in conference proceedings, he is an active member of scientific organizations and serves on the Editorial Board of Crystals (MDPI). Since 1999, he has been actively involved in environmental applications for the Greek Government, overseeing projects in water purification, sewage plants, landfills, recycling, air pollution monitoring, and thermal waste treatment. He is also a Fellow in the Department of Chemistry at Aristotle University, Greece.
Prof. (Dr.) J. Paulo Davim is a Full Professor at the University of Aveiro, Portugal, with over 35 years of experience in Mechanical, Materials, and Industrial Engineering. He holds multiple distinguished academic titles, including a PhD in Mechanical Engineering and a DSc from London Metropolitan University. He has published over 300 books and 600 articles, with more than 36,500 citations. He is ranked among the world's top 2% scientists by Stanford University and holds leadership positions in numerous international journals, conferences, and research projects.
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