This book provides a detailed understanding of optimization methods as they are implemented in a variety of manufacturing, fabrication and machining processes. It covers the implementation of statistical methods, multi-criteria decision making methods and evolutionary techniques for single and multi-objective optimization to improve quality, productivity, and sustainability in manufacturing. It reports on the theoretical aspects, special features, recent research and latest development in the field.
Optimization of Manufacturing Processes is a valuable source of information for researchers and practitioners, as it fills the gap where no dedicated book is available on intelligent manufacturing/modeling and optimization in manufacturing. Readers will develop an understanding of the implementation of statistical and evolutionary techniques for modeling and optimization in manufacturing.
Mục lục
Part I: Intelligent Manufacturing Using Statistical Techniques.- Part II: Intelligent Manufacturing using Multi-criteria Decision Making.- Part III: Intelligent Manufacturing using Evolutionary Techniques.
Giới thiệu về tác giả
Professor Kapil Gupta is an associate professor in the Dept. of Mechanical and Industrial Engineering Technology at the University of Johannesburg. He obtained Ph D in mechanical engineering with specialization in Advanced Manufacturing from Indian Institute of Technology Indore, India in 2014. Advanced machining processes, sustainable manufacturing, precision engineering and gear technology are the areas of his interest and specialization. Dr. Gupta published several SCI Journal articles and delivered presentations in some International Conferences. He possesses over five years of professional experience in academic and research environment. Currently, he is doing research in advanced/modern machining, sustainable manufacturing and gear engineering. He has a good experience in implementing various optimization techniques for single and multi-objective optimization tasks in manufacturing.
Dr Munish Kumar Gupta, is an assistant professor at Chandigarh University, Gharuan, Punjab-India. He obtained a Ph D from National Institute of Technology Hamirpur India in 2018. His area of interests includes sustainable machining, optimization, intelligent machining, rapid prototyping and advanced optimization methods. He has published several research papers in national and international journals and conference proceedings. He has expertise in implementation of statistical and evolutionary optimization techniques in manufacturing.
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