Modeling and analysis of scraping forces using finite element method

Review Engineering, Mechanical

Milling Force Model for Aviation Aluminum Alloy: Academic Insight and Perspective Analysis

Zhenjing Duan et al.

Summary: Cutting force plays a crucial role in material removal and workpiece surface integrity during aircraft aluminum alloy milling, and establishing a prediction model is essential for determining machining accuracy. Future research should focus on high-speed milling, instantaneous cutting force modeling, establishing a database, and the impact of chatter on the prediction accuracy of cutting force.

CHINESE JOURNAL OF MECHANICAL ENGINEERING (2021)

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Article Materials Science, Multidisciplinary

Prediction of Cutting Forces in Milling Using Machine Learning Algorithms and Finite Element Analysis

Paschalis Charalampous

Summary: This article focuses on predicting cutting forces during face milling of AISI 4140 under dry cutting conditions using machine learning algorithms and finite element analysis. Through comparing experimental data with model results, the impact of cutting conditions on milling forces can be accurately estimated.

JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE (2021)

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Article Engineering, Manufacturing

A Comprehensive Micro-Milling Force Model for a Low-Stiffness Machining System

Da Qu et al.

Summary: Micro-milling force model is proposed considering various factors, identifying different micro-milling statuses by analyzing cutting processes of different tool teeth, and verified in a low-stiffness system.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2021)

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Article Engineering, Mechanical