Process Modeling and Optimization in Modern by Ravi Pratap Singh(.PDF)
File Size: 12.9 MB
Process Modeling and Optimization in Modern Manufacturing (Advanced Materials Processing and Manufacturing) by Ravi Pratap Singh, Narendra Kumar, Vishal Francis, Ankur Jaiswal
Requirements: .ePUB, .PDF reader, 12.9 MB | True PDF, True EPUB
Overview: 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 (ANN), finite element analysis, firefly/genetic algorithm, particle swarm, and fuzzy-based techniques, which are the main optimization and modeling techniques. Artificial Intelligence (AI) and Machine Learning (ML) are expected to play an increasingly central role in process modeling and optimization. By training models on vast datasets from manufacturing processes, AI can help predict complex behaviors and optimize parameters in ways that would be difficult for traditional methods. This book is aimed at researchers and graduate students in mechanical, manufacturing, production, and industrial engineering.
Genre: Non-Fiction > Tech & Devices
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