Advanced simulation techniques for tool-workpiece interaction in micro-manufacturing processes

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Authors: Lucas Gonçalves Silva
Cited by: 0

Abstract

Micro-manufacturing processes, essential in industries like electronics, aerospace, and biomedical engineering, demand high precision and intricate control. A critical aspect of these processes is the interaction between the tool and the workpiece, which significantly influences the quality, accuracy, and efficiency of the final product. This paper investigates the role of advanced simulation techniques techniques in modeling and analyzing tool-workpiece interactions within micro-manufacturing processes. A variety of computational models, including finite element analysis (FEA), molecular dynamics (MD) simulation techniquess, and discrete element models (DEM), have been employed to predict and optimize tool wear, cutting forces, and material deformation. These simulation techniquess offer valuable insights into the microscopic mechanisms driving material removal, enabling the optimization of cutting parameters, tool geometry, and machine settings. Despite the advancements in simulation techniques technologies, challenges remain in accurately capturing the complex, multi-scale phenomena inherent in micro-manufacturing. This paper presents a comprehensive review of state-of-the-art simulation techniques techniques, focusing on their application in micro-milling, micro-turning, and micro-grinding processes. Additionally, the paper explores the limitations and future directions of these techniques, suggesting a path towards integrated multi-scale modeling frameworks that can better predict and control tool-workpiece interactions in micro-manufacturing environments. By improving simulation techniques accuracy and computational efficiency, these advanced methods can significantly contribute to the optimization of micro-manufacturing processes, leading to more sustainable and cost-effective production methods. This work aims to provide a foundation for further research and development in the area of simulation techniques-based optimization, with the ultimate goal of advancing the precision and capabilities of micro-manufacturing.

Fields of Study & Subjects

Advanced machining processes and optimization Advanced Surface Polishing Techniques Injection Molding Process and Properties

Publication details

Journal / source
International journal of machine tools and maintenance engineering.
Volume
7
Issue
1
Pages
25–29
Publication date
1 January 2026