Recent Advancements in Artificial Intelligence and Optimization

Select Proceedings of ICRAME 2025
Erscheinungsjahr 2026
ISBN: 978-981-959267-8
Verlag: Springer

Buch, Englisch, 254 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 557 g

Reihe: Lecture Notes in Mechanical Engineering

This book?comprises?select peer-reviewed proceedings of the 6th International Conference on Recent Advancements in Mechanical Engineering (ICRAME 2025). It focuses on the recent advancements in artificial intelligence, use of artificial intelligence tools in analysis, data?prediction, modeling, etc. The book also covers optimization of thermal and other mechanical engineering systems, integration of artificial intelligence generated data in an optimizer model for overall performance optimization.?The book offers a source of information and inspiration for researchers seeking to improve their work and gather new ideas for future developments in this field.?This publication can be a valuable resource for researchers and professionals in the field of artificial intelligence and optimization. 

Zielgruppe

Research

Autoren/Hrsg.

Biswas, Agnimitra

Bhanja, Dipankar

Singh, Om Prakash

Chakraborty, Shankar

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Chemische Verfahrenstechnik

Inhaltsverzeichnis

Artificial Neural Network modelling of Thermal systems.- Artificial Neural Network modelling of Design and manufacturing systems.- Fuzzy Logic based modelling of systems.- Genetic Algorithm modelling of Thermal systems.- Genetic Algorithm modelling of Design and manufacturing systems.- Hybrid soft computing based modelling.- Advanced AI modelling.- Advanced modelling and Optimization.

Über Autor(innen)

Dr. Agnimitra Biswas , B.E., M.Tech, PhD is working as an Associate Professor in Mechanical Engineering Department, NIT Silchar since?August 2022.  He has more than 19 years of teaching and research experience. His current research areas include micro hydro-turbines, vertical axis wind turbines, hybrid renewable energy systems, solar thermal energy, and solar passive systems. He has published more than 150 research papers in various referred national/international journals and conferences and has 4 patents to his credit. He has also authored/co-authored 14 books/chapters and delivered 15 invited lectures in different technical forums. He has guided 13 PhD dissertations and 32 M.Tech projects so far. He served as a principal investigator of Ministry of New & Renewable Energy (MNRE) Govt. of India sponsored solar regional test center. He had won Best Research award in Wind Energy for 2021, conferred by IREDA-NIWE, and Outstanding Reviewer Award 2021, Conferred by International Journal of Green Energy. He is an Associate Editor of Frontiers in Energy Research journal and has also edited ICRAME 2024 Springer Book Proceedings. He is an associate member of the Institution of Engineers (India). 

Dr. Dipankar Bhanja obtained B.E. in mechanical engineering from Jalpaiguri Government Engineering College under North Bengal University in 2000, M. E. in production engineering from Jadavpur University in 2002, and Ph. D. in the field of heat transfer from Jadavpur Universtiy, Kolkata in 2014.He has over 19 years of teaching and research experience.  

Dr. Om Prakash Singh currently holds the position of Professor in the Department of Mechanical Engineering at the Indian Institute of Technology (BHU), Varanasi, U.P., India, where he has been serving since 2016. Prior to this, Dr. Singh worked as an Assistant Professor in the School of Engineering at the Indian Institute of Technology (IIT) Mandi, H.P, India, for about five years. He also possesses significant industry experience, having worked as a senior manager (R&D) at TVS Motor Company Pvt. Ltd., Bangalore, for six years after completing his Ph.D. Dr. Singh’s 39 years academic journey began in 2001 at Indian Institute of Science (IISc), Bangalore, where he obtained his M.S. and Ph.D. in mechanical engineering. His doctoral research, focused on computational fluid dynamics (CFD), made significant contributions to the field.

Shankar Chakraborty  is currently a Professor in the Department of Production Engineering, Jadavpur University, Kolkata, India. He obtained his bachelor’s degree from the University of Calcutta in 1986 and received his master’s degree from Jadavpur University in 1989. He was awarded with Ph.D. (Engg.) from Jadavpur University in 1994. He has more than 30 years of teaching as well as research experience. He has published more than 275 research papers in peer-reviewed international journals. He is Associate Editor of OPSEARCH journal and also a member of the editorial board of several international journals. He has also received the prestigious Career360 award in 2023 in the area of “Decision Sciences.”