Optimization of Manufacturing Processes

Kapil Gupta, Munish Kumar Gupta (Herausgeber)

Buch | Hardcover

VIII, 232 Seiten

2019 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-19637-0 (ISBN)

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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.

Professor Kapil Gupta is an associate professor in the Dept. of Mechanical and Industrial Engineering Technology at the University of Johannesburg. He obtained PhD 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 PhD 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.

Part I: Intelligent Manufacturing Using Statistical Techniques.- Part II: Intelligent Manufacturing using Multi-criteria Decision Making.- Part III: Intelligent Manufacturing using Evolutionary Techniques.

Erscheinungsdatum	07.07.2019
Reihe/Serie	Springer Series in Advanced Manufacturing
Zusatzinfo	VIII, 232 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	518 g
Themenwelt	Technik ► Maschinenbau
Schlagworte	Artificial Neural Networks • Engineering Economics • Evolutionary Techniques • Fuzzy-Logic • Genetic algorithms • intelligent manufacturing • Optimization in manufacturing • Quality Control, Reliability, Safety and Risk
ISBN-10	3-030-19637-2 / 3030196372
ISBN-13	978-3-030-19637-0 / 9783030196370
Zustand	Neuware