Machine learning-based instantaneous cutting force model for end milling operation
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Intelligent Manufacturing"
DOI: 10.1007/s10845-019-01514-8
Abstract: Cutting force is the fundamental parameter determining the productivity and quality of the milling operation. The development of a generic cutting force model for end milling operation necessitates a large number of experiments. The experimental… read more here.
Keywords: milling operation; force; force model; end milling ... See more keywords
Fuzzy logic and sub-clustering approaches to predict main cutting force in high-pressure jet assisted turning
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Intelligent Manufacturing"
DOI: 10.1007/s10845-020-01555-4
Abstract: Due to the complexity of the high-pressure jet assisted turning, knowledge, and prediction of the cutting forces are essential for the planning of machining operations for maximum productivity and quality. However, it is well known… read more here.
Keywords: jet assisted; force; high pressure; fuzzy logic ... See more keywords
Experimental investigation of cutting force, surface roughness and tool wear in high-speed dry milling of AISI 4340 steel
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Mechanical Science and Technology"
DOI: 10.1007/s12206-018-1236-z
Abstract: The high-speed dry milling of AISI 4340 steel was carried out with a CVD Al2O3/TiCN coated carbide tool. The relationships between cutting force, surface roughness and cutting parameter were conducted, and the influence of tool… read more here.
Keywords: surface roughness; steel; force surface; tool wear ... See more keywords
A Comprehensive GRNN Model for the Prediction of Cutting Force, Surface Roughness and Tool Wear During Turning of CP-Ti Grade 2
Sign Up to like & getrecommendations! Published in 2018 at "Silicon"
DOI: 10.1007/s12633-017-9749-0
Abstract: Titanium alloys are most widely used in aerospace, military, marine, medical and bio-medical industries because of their unique properties such as high corrosion resistance, biocompatibility, superior strength-to-weight ratio and ability to withstand at elevated temperatures.… read more here.
Keywords: surface roughness; grnn model; tool; model ... See more keywords
Modeling of cutting force prediction in machining high-volume SiCp/Al composites
Sign Up to like & getrecommendations! Published in 2019 at "Applied Mathematical Modelling"
DOI: 10.1016/j.apm.2019.01.015
Abstract: Abstract Variations in cutting forces significantly influence the tool wear and part quality in machining high-volume SiC-particle-reinforced aluminum matrix (SiCp/Al) composites. Properties of the reinforcement SiC particles, such as size and volume fraction, contribute to… read more here.
Keywords: deformed zone; force; friction; volume ... See more keywords
Tool wear and surface quality assessment of CFRP trimming using fractal analyses of the cutting force signals
Sign Up to like & getrecommendations! Published in 2017 at "Cirp Journal of Manufacturing Science and Technology"
DOI: 10.1016/j.cirpj.2016.06.003
Abstract: Abstract The surface quality of machined carbon fibre reinforced plastics (CFRP) differs depending on cutting conditions, e.g. cutting parameters and tool wear. Fractal analyses were performed on the cutting force signals, acquired during the trimming… read more here.
Keywords: cutting force; force signals; surface quality; tool wear ... See more keywords
Mechanistic cutting force modelling for micro-drilling of CFRP composite laminates
Sign Up to like & getrecommendations! Published in 2017 at "Cirp Journal of Manufacturing Science and Technology"
DOI: 10.1016/j.cirpj.2016.07.002
Abstract: Abstract This article presents a mechanistic model to predict thrust force and torque in micro-drilling of carbon fibre-reinforced plastic (CFRP) composite laminates. Tool edge radius effects are considered in this model to predict cutting forces… read more here.
Keywords: cfrp composite; epoxy resin; micro drilling; force ... See more keywords
Analytical model of cutting force in axial ultrasonic vibration-assisted milling in-situ TiB2/7050Al PRMMCs
Sign Up to like & getrecommendations! Published in 2020 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2020.08.009
Abstract: Abstract Ultrasonic vibration-assisted milling has been widely applied in machining the difficult-to-cut materials owing to the remarkable improvements in reducing the cutting force. However, analytical models to reveal the mechanism and predict the cutting force… read more here.
Keywords: vibration; ultrasonic vibration; vibration assisted; cutting force ... See more keywords
Drilling fibre reinforced polymer composites (CFRP and GFRP): An analysis of the cutting force of the tilted helical milling process
Sign Up to like & getrecommendations! Published in 2021 at "Composite Structures"
DOI: 10.1016/j.compstruct.2021.113646
Abstract: Abstract Hole making is one of the most common machining operations in fibrous composites. Holes can be produced using conventional machining technologies. However, in these cases, the size of delamination and burr appearance are often… read more here.
Keywords: cfrp gfrp; cutting force; helical milling; tilted helical ... See more keywords
Modeling and methods for gear shaping process and cutting force prediction of variable transmission ratio rack
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Mechanical Sciences"
DOI: 10.1016/j.ijmecsci.2019.105364
Abstract: Abstract Variable transmission ratio rack shows great potentials in the automobile industry as a key component of vehicle variable transmission ratio steering gear to balance steering portability and steering sensitivity. The current processing method for… read more here.
Keywords: variable transmission; transmission ratio; rack; cutting force ... See more keywords
Modelling and experimental analysis of the effects of run out, minimum chip thickness and elastic recovery on the cutting force in micro-end-milling
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Mechanical Sciences"
DOI: 10.1016/j.ijmecsci.2020.105540
Abstract: Abstract Prediction of cutting force has great significance for controlling the micro-end-milling processes. In this study, a mechanics model for exactly prediction cutting force is comprehensively established by considering the variety of entry and exit… read more here.
Keywords: cutting force; force; elastic recovery; chip thickness ... See more keywords