Artificial intelligence for automatic prediction of required surface roughness by monitoring wear on face mill teeth
Nowadays, face milling is one of the most widely used machining processes for the
generation of flat surfaces. Following international standards, the quality of a machined …
generation of flat surfaces. Following international standards, the quality of a machined …
Machine-learning for automatic prediction of flatness deviation considering the wear of the face mill teeth
The acceptance of the machined surfaces not only depends on roughness parameters but
also in the flatness deviation (Δ fl). Hence, before reaching the threshold of flatness …
also in the flatness deviation (Δ fl). Hence, before reaching the threshold of flatness …
[PDF][PDF] Comparison of artificial neural network, fuzzy logic and genetic algorithm for cutting temperature and surface roughness prediction during the face milling …
ABSTRACT ARTICLEINFO This paper shows the possibility of applying artificial intelligence
methods in milling, as one of the most common machining operations. The main goal of the …
methods in milling, as one of the most common machining operations. The main goal of the …
Optimization of cutting conditions using artificial neural networks and the Edgeworth-Pareto method for CNC face-milling operations on high-strength grade-H steel
AT Abbas, DY Pimenov, IN Erdakov… - … International Journal of …, 2019 - Springer
Abstract Computer Numerical Control (CNC) face milling is commonly used to manufacture
products from high-strength grade-H steel in both the automotive and the construction …
products from high-strength grade-H steel in both the automotive and the construction …
[PDF][PDF] A grey-fuzzy approach for optimizing machining parameters and the approach angle in turning AISI 1045 steel
N Senthilkumar, J Sudha… - Advances in Production …, 2015 - academia.edu
Traditional metal removal process such as 'turning'utilizes a hardened cutting tool to remove
unwanted material from the rotating workpiece to obtain the desired shape. During the …
unwanted material from the rotating workpiece to obtain the desired shape. During the …
Surface Quality Evaluation in the Milling Process Using a Ball Nose End Mill
Shaped surfaces are increasingly used in the field of mold-making for casting or injection
molding, where future products include shapes with different curvatures. These are surfaces …
molding, where future products include shapes with different curvatures. These are surfaces …
Optimization of machining parameters for turning operation with multiple quality characteristics using Grey relational analysis
Optimization of machining processes is essential for achieving of higher productivity and
high quality products in order to remain competitive. This study investigates multi-objective …
high quality products in order to remain competitive. This study investigates multi-objective …
[PDF][PDF] Prediction of surface roughness in the ball-end milling process using response surface methodology, genetic algorithms, and grey wolf optimizer algorithm
The primary objective of machining operations modeling is developing a predictive
capability for machining performance in order to facilitate effective planning of machining …
capability for machining performance in order to facilitate effective planning of machining …
[PDF][PDF] Surface roughness assessing based on digital image features
ABSTRACTARTICLEINFO The paper gives an account of the machined surface roughness
investigation based on the features of a digital image taken subsequent to the technological …
investigation based on the features of a digital image taken subsequent to the technological …
Research on emulsion mist generation in the conditions of Minimum Quantity Cooling Lubrication (MQCL)
RW Maruda, E Feldshtein, S Legutko, GM Krolczyk - Tehnički vjesnik, 2015 - hrcak.srce.hr
Sažetak The paper presents the effect of emulsion mist generation parameters and the
distance of the nozzle from the contact zone of the cutting wedge with the workpiece on the …
distance of the nozzle from the contact zone of the cutting wedge with the workpiece on the …