[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 …
[HTML][HTML] Tool condition monitoring techniques in milling process—A review
The most important improvement in metal the cutting industry is the continuous utilization of
cutting tools and tool condition monitoring system. In the metal cutting process, the tool …
cutting tools and tool condition monitoring system. In the metal cutting process, the tool …
Application of digital image processing in tool condition monitoring: A review
Tool condition monitoring is gaining a parallel development with the advancement of
automatic manufacturing processes in the last thirty years due to the increasing need for …
automatic manufacturing processes in the last thirty years due to the increasing need for …
An in-depth study of tool wear monitoring technique based on image segmentation and texture analysis
L Li, Q An - Measurement, 2016 - Elsevier
We present a new micro-vision system for tool wear monitoring, which is essential for
intelligent manufacturing. The tool wear area is divided into regions by a watershed …
intelligent manufacturing. The tool wear area is divided into regions by a watershed …
Machine-vision-based identification of broken inserts in edge profile milling heads
This paper presents a reliable machine vision system to automatically detect inserts and
determine if they are broken. Unlike the machining operations studied in the literature, we …
determine if they are broken. Unlike the machining operations studied in the literature, we …
Artificial intelligence based tool condition monitoring for digital twins and industry 4.0 applications
P Muthuswamy, SK - International Journal on Interactive Design and …, 2023 - Springer
The high demand for machining process automation has placed real-time tool condition
monitoring as one of the top priorities of academic and industrial scholars in the past …
monitoring as one of the top priorities of academic and industrial scholars in the past …
Three hundred and sixty degree real-time monitoring of 3-D printing using computer analysis of two camera views
S Nuchitprasitchai, MC Roggemann… - Journal of Manufacturing …, 2017 - mdpi.com
Prosumer (producing consumer)-based desktop additive manufacturing has been enabled
by the recent radical reduction in 3-D printer capital costs created by the open-source …
by the recent radical reduction in 3-D printer capital costs created by the open-source …
Deep learning algorithms for tool condition monitoring in milling: A review
Abstract The 4 th Industrial Revolution (Industry 4.0) necessitates implementing the
prognostics and health management (PHM) practices in manufacturing processes. The …
prognostics and health management (PHM) practices in manufacturing processes. The …
Libraries of Things: Understanding the Challenges of Sharing Tangible Collections and the Opportunities for HCI
“Libraries of Things” are tangible collections of borrowable objects. There are many benefits
to Libraries of Things such as making objects and skill-building accessible, reducing waste …
to Libraries of Things such as making objects and skill-building accessible, reducing waste …
Tool wear prediction based on convolutional bidirectional LSTM model with improved particle swarm optimization
X Li, X Qin, J Wu, J Yang, Z Huang - The International Journal of …, 2022 - Springer
Accurate tool wear prediction is crucial for preventive maintenance on time. Most of the
existing data-driven prediction methods still need complex feature engineering, which …
existing data-driven prediction methods still need complex feature engineering, which …