Artificial Intelligence and Machine Learning in Heat Transfer Optimization for Sustainable Energy Systems

1. Introduction to Heat Transfer in Sustainable Energy Systems. 
Jatoth Heeraman
2. Fundamentals of Artificial Intelligence in Heat Transfer Optimization. 
Padmaja S, Zohra S, Sasidhar B, and Lakshitha B
3. Thermal Systems and Energy Efficiency: Challenges and Opportunities. 
V. V. Prathibha Bharathi and P. Ravi Kumar
4. AI Techniques for Modeling and Simulation in Heat Transfer. 
Praveen Barmavatu, Santosh Nandi, Vinayak Adimule, Mukuloth Srinivasnaik,
S. S. Nesargi, and Savita Hanaji
5. Machine Learning Approaches for Heat Transfer Prediction. 
Santosh Nandi, Praveen Barmavatu, Vinayak Adimule, Mukuloth Srinivasnaik,
S. S. Nesargi, and Madhavaprasad Dasari
6. Neural Network-Based Heat Transfer Optimization of Casson Nanofluid Flow for Sustainable Energy Applications. 
L. Jino, Swapnali Doley, M. Berlin, A. Vanav Kumar, N. Natarajan, and Ashwin Jacob
7. CFD and Neural Networks for Combustion Systems. 
Sonali Anant Deshmukh, Praveen Barmavatu, Ranu, and Mukuloth Srinivasnaik
8. AI-Driven Thermal Management in Solar Energy Systems. 
Bhavika Bhagyesh Lad, Narendra Singh Kushwaha, Ravinder Kumar, and Nitin Gupta
9. AI-Driven Thermal Management in Wind and Hybrid Renewable Energy Systems. 
Sonali Anant Deshmukh, Praveen Barmavatu, Pooja Rani, and Mohd Akbar
10. Real-Time Control of HVAC Systems Using AI – Methodologies and Algorithms. 
Padhiyar Santokba Karubha, Rudach Laxmiben Ransurbhai, Shubhangi Moghe, Viral Bhatt, and Nitin Gupta
11. Real-Time Control of HVAC Systems Using AI – Applications. 
V. V. Prathibha Bharathi and J. Malla Reddy
12. Big Data and IoT for Heat Transfer Monitoring. 
Tania Chandra, Aditi Chatterjee, Nasreen Ansari, Niharika Maharshi, and Tanmoy Chatterjee
13. AI in Industrial Heat Recovery and Waste Heat Utilisation. 
Sonali Anant Deshmukh, Praveen Barmavatu, Mihir Kumar Das, and Vineet Singh Sikarwar
14. Deep Learning Architectures for Thermal Diagnostics. 
Jatoth Heeraman
15. Hybrid AI Techniques for Multiphysics Heat Transfer Problems. 
Munoth Aishwarya, Jatoth Heeraman, Sandeep Chinta, Ranu, Nagaram Ramesh, Mudda Nirish, Nasam Sambashivudu, and G. Hema Bindu
16. Artificial Intelligence for Achieving Net-Zero Energy: Sustainability Pathways. 
Shilpa Khara, Smit Soni, Bhavya Pandit, Vandana Chauhan, Aakruti Patel, Ravinder Kumar, and Viral Bhatt
17. Future Trends: Quantum Computing and Reinforcement Learning in Heat Transfer. 
Nagaram Ramesh, Vemala Bhargavi, B Srujana Sagar, and Prathyusha. G

Biography

Dr. Jatoth Heeraman is an Assistant Professor of Mechanical Engineering at Malla Reddy (MR) Deemed to be University, Hyderabad, India. He received his Ph.D. in Mechanical Engineering from Lovely Professional University, India in 2024 and earned his M.Tech (Thermal Engineering) and B.Tech (Mechanical Engineering) degrees from JNTUH, Hyderabad, India. With over eight years of academic and research experience, his doctoral work focused on experimental heat transfer enhancement in heat exchangers. He has contributed over 25 journal articles and holds 25 Indian patents (published) and one UK patent. His research interests include high-speed flows, renewable energy systems, and AI/ML-enabled CFD.

Dr. Praveen Barmavatu is an Assistant Professor of Mechanical Engineering at Universidad Tecnológica Metropolitana (UTEM), Santiago, Chile. He earned his Ph.D. in Mechanical Engineering in 2019 and holds M.Tech and B.Tech degrees from JNTUH, Hyderabad, India, along with a Diploma in Mechanical Engineering. His research focuses on heat exchangers, thermal energy storage, solar thermal systems, and AI/ML-based optimization. He has published over 110 journal articles, holds several patents, and has contributed to international projects funded by ANID FONDECYT (Chile), DRDO (India), and KFUPM (Saudi Arabia).