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 modeli...

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Bibliographic Details
Other Authors Pratap Singh, Ravi (Editor), Kumar, Narendra (Editor), Francis, Vishal (Editor), Jaiswal, Ankur (Editor)
Format Electronic eBook
LanguageEnglish
Published Boca Raton FL CRC Press, 2025.
EditionFirst edition.
SeriesAdvanced materials processing and manufacturing.
Subjects
Manufacturing processes.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781032661858
9781040438381
9781040438404
9781032581897
Physical Description1 online zdroj (210 stran) : ilustrace.

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Table of Contents:
  • Chapter 1. Introduction to Process Modeling and Optimization in Modern Manufacturing: An OverviewChapter 2. Recent Advances in the Applications of Machine Learning Optimization Techniques in Modern and Hybrid Manufacturing for Quality, Sustainability, and Productivity: Some Case Studies.Chapter 3. Modelling and Optimization of Abrasive Water Jet Machining Process on Surface Quality of green composite using Nature-Inspired Techniques methods: Comparative Study of TLBO, ABC and PSO Chapter 4. Machine Learning-Enabled Gesture Recognition in 3D Printed Robotic Prostheses: Advances in Electromyography ControlChapter 5. Investigation of the AISI 1040 Steel Machining Characteristics with the Application of Cutting Fluid (Corn oil+ Al2O3) using the Taguchi-TOPSIS (T-T) ApproachChapter 6. Optimization of Electro Discharge Machining Parameters for Additively Manufactured Composite (AlSi10Mg + Niobium Carbide (NbC)) Using Random Forest AlgorithmChapter 7. Investigation, Modeling and Advanced Optimization of Additive Manufacturing Characteristics: A Study on Evolutionary MethodsChapter 8. Analysis for development of High-performance polymer nanocomposites for FDM based Additive ManufacturingChapter 9. Machine Learning based Optimization for FDM Printed Poly Lactic Acid partsChapter 10. Experimental Investigation on Cutting Rate in µECDM of Si-based Pyrax Glass: Evolutionary Parametric Optimization and Surface MorphologyChapter 11. Micro Drilling in Cu-based Shape Memory Alloy via µ-ECM: Influence of Input Variables and GWO, PSO based Advanced Optimization

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