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[HTML][HTML] Machine learning and artificial intelligence in CNC machine tools, a review
Abstract Artificial Intelligence (AI) and Machine learning (ML) represents an important
evolution in computer science and data processing systems which can be used in order to …
evolution in computer science and data processing systems which can be used in order to …
Artificial intelligence systems for tool condition monitoring in machining: Analysis and critical review
The wear of cutting tools, cutting force determination, surface roughness variations and other
machining responses are of keen interest to latest researchers. The variations of these …
machining responses are of keen interest to latest researchers. The variations of these …
Review of tool condition monitoring in machining and opportunities for deep learning
Tool condition monitoring and machine tool diagnostics are performed using advanced
sensors and computational intelligence to predict and avoid adverse conditions for cutting …
sensors and computational intelligence to predict and avoid adverse conditions for cutting …
A review of indirect tool condition monitoring systems and decision-making methods in turning: Critical analysis and trends
The complex structure of turning aggravates obtaining the desired results in terms of tool
wear and surface roughness. The existence of high temperature and pressure make difficult …
wear and surface roughness. The existence of high temperature and pressure make difficult …
Prediction and classification of tool wear and its state in sustainable machining of Bohler steel with different machine learning models
Abstract Machine learning has numerous advantages, especially in the rapid digitization of
the manufacturing industry that combines data from manufacturing processes and quality …
the manufacturing industry that combines data from manufacturing processes and quality …
[HTML][HTML] The application of ANFIS prediction models for thermal error compensation on CNC machine tools
Thermal errors can have significant effects on CNC machine tool accuracy. The errors come
from thermal deformations of the machine elements caused by heat sources within the …
from thermal deformations of the machine elements caused by heat sources within the …
[HTML][HTML] Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy
Tool wear negatively affects machined surfaces and causes surface cracking, therefore
increasing manufacturing costs and degrading product quality. Titanium alloys, which are …
increasing manufacturing costs and degrading product quality. Titanium alloys, which are …
Multi-sensor information fusion for remaining useful life prediction of machining tools by adaptive network based fuzzy inference system
Remaining useful life (RUL) prediction of machining tools is a typical multi-sensor
information fusion problem. It involves the use of the monitoring information acquired from …
information fusion problem. It involves the use of the monitoring information acquired from …
Estimation of tool wear and optimization of cutting parameters based on novel ANFIS-PSO method toward intelligent machining
L Xu, C Huang, C Li, J Wang, H Liu, X Wang - Journal of Intelligent …, 2021 - Springer
Compacted graphite iron (CGI) plays an important role in contemporary manufacturing of
automobile engine, and coated tool is the best choice for milling of CGI. But studies about …
automobile engine, and coated tool is the best choice for milling of CGI. But studies about …
[HTML][HTML] Infrastructure monitoring and quality diagnosis in CNC machining: A review
Infrastructure monitoring and rapid quality diagnosis comprise the key solutions to achieve
zero-defect smart manufacturing. The most fundamental systems in manufacturing industries …
zero-defect smart manufacturing. The most fundamental systems in manufacturing industries …