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 …
[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 in advanced manufacturing: Current status and future outlook
Today's manufacturing systems are becoming increasingly complex, dynamic, and
connected. The factory operations face challenges of highly nonlinear and stochastic activity …
connected. The factory operations face challenges of highly nonlinear and stochastic activity …
A state-of-the-art review on tool wear and surface integrity characteristics in machining of superalloys
Today, superalloys (also known as hard-to-cut materials) such as nickel, titanium and cobalt
based cover a wide range of areas in engineering applications. At the same time …
based cover a wide range of areas in engineering applications. At the same time …
Literature review of Industry 4.0 and related technologies
Manufacturing industry profoundly impact economic and societal progress. As being a
commonly accepted term for research centers and universities, the Industry 4.0 initiative has …
commonly accepted term for research centers and universities, the Industry 4.0 initiative has …
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 …
[HTML][HTML] Application of measurement systems in tool condition monitoring of Milling: A review of measurement science approach
Milling is a high-performance method that allows an efficient machining of both flat and
complexly shaped surfaces. During the milling process, the cutting tool (cutters), its cutting …
complexly shaped surfaces. During the milling process, the cutting tool (cutters), its cutting …
Machine vision based condition monitoring and fault diagnosis of machine tools using information from machined surface texture: A review
Abstract Machine vision based condition monitoring and fault diagnosis of machine tools
(MVCMFD-MTs) is a vital technique of condition-based maintenance (CBM) in both metal …
(MVCMFD-MTs) is a vital technique of condition-based maintenance (CBM) in both metal …
Investigation of signal behaviors for sensor fusion with tool condition monitoring system in turning
M Kuntoğlu, H Sağlam - Measurement, 2021 - Elsevier
Monitoring of the cutting area with different type of sensors requires confirmation for
composing sensor fusion to obtain longer tool life and high-quality product. The complex …
composing sensor fusion to obtain longer tool life and high-quality product. The complex …
Tool condition monitoring for high-performance machining systems—A review
In the era of the “Industry 4.0” revolution, self-adjusting and unmanned machining systems
have gained considerable interest in high-value manufacturing industries to cope with the …
have gained considerable interest in high-value manufacturing industries to cope with the …