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Predictive model of milling force for complex profile milling

The International Journal of Advanced Manufacturing Technology, 2016
Cutting force, temperature, and stress on a cutting tool reflect the working condition of the cutting tool. Among these, the cutting force is relatively easier to be monitored and more reflective of the machining process stability. In this study, a new model of the milling force applied for a complex profile milling cutter has been developed based on ...
Xiang Su   +5 more
openaire   +1 more source

A method for predicting ball-end cutter milling force and its probabilistic characteristics

Mechanics based design of structures and machines, 2021
Ball-end milling is widely used in industrial applications, such as mold manufacturing and aerospace industries. One of many difficulties in milling research is the milling force, which is often crucial to the component’s processing efficiency and ...
Changli Wang   +3 more
semanticscholar   +1 more source

Estimating Milling Forces From Vibration Measurements

Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, 2022
Abstract Machining force and vibration signals are commonly used for process monitoring. While low-cost accelerometers are conveniently installed in machining setups, the direct measurement of machining forces in industrial applications is challenging.
Manish Joddar, Keivan Ahmadi
openaire   +1 more source

Milling Force Prediction Model for Five-Axis Machining of Freeform Surface Considering Mesoscopic Size Effect

, 2021
The core parts with the characteristic of freeform surface are widely used in the major equipment of various fields. Cutting force is the most important physical quantity in the five-axis CNC machining process of core parts.
M. Guo   +4 more
semanticscholar   +1 more source

An improved QPSO-SVM-based approach for predicting the milling force for white marble in robot stone machining

Journal of Intelligent & Fuzzy Systems, 2021
Milling force prediction is one of the most important ways to improve the quality of products and stability in robot stone machining. In this paper, support vector machines (SVMs) are introduced to model the milling force of white marble, and the model ...
Fangchen Yin   +3 more
semanticscholar   +1 more source

End Milling Force Model Calibration Using Measured Force Profiles

ASME 2012 International Manufacturing Science and Engineering Conference, 2012
This paper introduces a method to use the cutting force profile, measured from a Kistler dynamometer, to calibrate a mechanistic based force model containing four cutting coefficients. The undesirable effects of tool vibration and force sensor dynamics are minimized by carefully choosing experimental conditions.
Yong Zhao   +2 more
openaire   +1 more source

Analysis on the Correlation between Plunge Milling Parameters and Plunge Milling Force and Force Coefficient

2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2018
In order to optimize plunge process parameters and analyze the relationship between milling parameters and force coefficient under the same processing conditions, a test is designed in this paper to explore the correlation between milling force coefficient and milling speed based on the existing model of milling force and the specific milling ...
Tao Li, Xinyu Huang, Ming Luo
openaire   +1 more source

A Time-Series Data-Driven Method for Milling Force Prediction of Robotic Machining

IEEE Transactions on Instrumentation and Measurement
The machining chatter is the major factor that results in low-dimensional accuracy, poor product quality, and even downtime when the industrial robots mill parts. Milling force is one of the highest responsive parameters that can depict whether machining
Kai Wu   +4 more
semanticscholar   +1 more source

Investigation on Milling Force with Tilt Angles in Milling Cr12MoV

Materials Science Forum, 2014
Based on actual working condition, this paper takes the mold materials Cr12MoVwhich is widely used in car cover as research object, and uses the finite element software Deform 3D to establish three-dimensional finite element simulation model of milling hardened steel Cr12MoV process.
Fei Liu   +4 more
openaire   +1 more source

Feature Analysis for Milling Force of Three-Edge End Mills

Advanced Materials Research, 2010
In order to obtain the features of force for three-edge end mills in normally milling, an equation of milling force in Y direction was built based on the presumption that the forces of every edge are not equal, and its simulation waveforms in time domain was analyzed, the force of Y direction was found to present different spectral features under ...
Can Liu   +4 more
openaire   +1 more source

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