Process Modeling and Optimization in Modern Manufacturing

This book covers modeling and optimization of various modern manufacturing processes such as advanced machining, hybrid manufacturing, and additive manufacturing including related case studies in these domains. Various areas like smart manufacturing, hybrid manufacturing, 3D printing, process modeling and characterization, optimization, and so forth are covered in detail. The focus of this book is on artificial neural network, finite element analysis, firefly/genetic algorithm, particle swarm, and fuzzy-based techniques, which are the main optimization and modeling techniques.Features of the book:Provides in-depth investigations on prospects of modeling and optimization of modern manufacturing processes.Detailed overview on different evolutionary and bio-inspired optimization techniques and their implementation.Provides step-by-step guidance on how to use machine learning for the enhancement of productivity and quality in modern manufacturing processes.Discusses sustainability and Industry 4.0-based content.Includes case studies and practical examples.This book is aimed at researchers and graduate students in mechanical, manufacturing, production, and industrial engineering.

Ravi Pratap Singh works as Assistant Professor (Grade-I) in the Department of Mechanical Engineering at the National Institute of Technology, Kurukshetra, Haryana, India. Prior to this, he served the Department of Industrial & Production Engineering, NIT Jalandhar, Punjab as an Assistant Professor for about five years and the Department of Technical Education, Uttar Pradesh, India for about two years. He has received the MTech in Industrial and Production Engineering, and PhD degree in the area of Hybrid Manufacturing Processes, from the Department of Mechanical Engineering, NIT Kurukshetra. He is a Life Member of the IIIE, Mumbai; The Institution of Engineers (India), Kolkata; Ultrasonic Society of India (USI), New Delhi; ISTE, New Delhi; Additive Manufacturing Society of India (AMSI), Bangalore; and SCIence and Engineering Institute (SCIEI), Log Angeles, USA. He has published more than 180 research articles throughout the several SCI / Scopus indexed journal, including International / National level conferences. His research articles have received more than 14000 citations around the globe with the h-index of 52. He is also academically engaged with the editorship and reviewership with the several SCI/ Scopus indexed Journals from last 9-10 years.Narendra Kumar is Assistant Professor (Grade-I) in the Industrial and Production Engineering Department at Dr. B R Ambedkar National Institute of Technology, Jalandhar, Punjab. He obtained his Ph.D in Mechanical Engineering from Indian Institute of Information Technology, Design and Manufacturing Jabalpur. His research work was based on Development and Performance Evaluation of Pellet based Additive Manufacturing Process for Flexible Parts. His thesis project was the part of DST sponsored project "Hybrid Additive-Subtractive Manufacturing System using CNC Machining Center". Prior to joining, NIT Jalandhar, he has worked for Bajaj Institute of Technology, Wardha. He also worked on DST/AMT sponsored project titled "development of metal-based deposition system using induction heating method" as Research Associate. His research interests are broadly related to Additive Manufacturing, Machining Methods and Material Development. He has published more than 55 research papers in international journals and conferences proceedings of high repute.Vishal Francis is currently working as an Assistant Professor in the School of Mechanical Engineering, Lovely Professional University, Punjab. He has obtained his Ph.D. from the Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India. He has worked in the area of 3D printing of nanocomposite materials during his doctoral work. His area of interest is 3D printing, high-performance material development for 3D printing, printed electronics and 3D printed prostheses.Ankur Jaiswal received the Bachelor of Mechanical Engineering from Chhattisgarh Swami Vivekanand Technical University, Bhilai, India, the M.Tech. Degree in Machine Design from Guru G