Diagnosis of edge condition based on force measurement during milling of composites
Journal Title: Archives of Mechanical Technology and Materials - Year 2018, Vol 38, Issue
Abstract
The present paper presents comparative results of the forecasting of a cutting tool wear with the application of different methods of diagnostic deduction based on the measurement of cutting force components. The research was carried out during the milling of the Duralcan F3S.10S aluminum-ceramic composite. Prediction of the tool wear was based on one variable, two variables regression, Multilayer Perceptron (MLP) and Radial Basis Function (RBF) neural networks. Forecasting the condition of the cutting tool on the basis of cutting forces has yielded very satisfactory results.
Authors and Affiliations
Paweł Twardowski, Agata Falusiak
Keywords
Related Articles
- EP ID EP535820
- DOI 10.2478/amtm-2018-0002
- Views 73
- Downloads 0
Numerical and experimental analyses of non-energy absorbing lighting poles
Apart from the strength requirements, modern lighting pole designs have to meet a number of safety requirements in the event of collisions. The paper compares the experimental tests performed at the collision test track...
The numerical investigation of thin-walled beams with modified C-sections
Demand for thin-walled structures has been increasing for many years. Cold-formed, thin-walled channel beams are the subject of presented research. The local elastic buckling and limit load of these beams subjected to pu...
Laser alloying of bearing steel with boron and self-lubricating addition
100CrMnSi6–4 bearing steel has been widely used for many applications, e.g. rolling bearings which work in difficult operating conditions. Therefore, this steel has to be characterized by special properties such as high...
Finite Element Analysis Of Influence of Flank Wear Evolution on Forces In Orthogonal Cutting of 42CrMo4 Steel
This paper presents analysis of flank wear influence on forces in orthogonal turning of 42CrMo4 steel and evaluates capacity of finite element model to provide such force values. Data about magnitude of feed and cutting...
TOOLING SELECTION IN TECHNOLOGICAL PROCESSES USING NEURAL NETWORKS
The idea of the author’s research is to develop a system aiding the design of a technological process (a CAPP system), namely a system for creation of a technological process plan, in which the sequence of technological...