Smart Heat Transfer and Thermal Management

Leveraging AI, Machine Learning, and Soft Computing

Raj Kumar Arya, George D. Verros, J. Paulo Davim

• Publisher: Woodhead Publishing
• Year: 2025
• Topic: Technology & Engineering
• eBook ISBN:
  9780443338823
• Subtopic: Thermodynamics
• Index: Technology & Engineering

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

Table of contents

• Title of Book
• Section 1. Fundamentals of heat transfer
• Section 2. AI and machine learning applications in heat transfer
• Section 3. Advanced computational approaches in heat transfer
• Section 4. Heat exchangers
• Section 5. Advanced heat exchangers
• Section 6. Case studies in heat transfer and heat exchangers
• Index