[HTML][HTML] Application of measurement systems in tool condition monitoring of Milling: A review of measurement science approach

DY Pimenov, MK Gupta, LRR da Silva, M Kiran… - Measurement, 2022 - Elsevier
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 …

[HTML][HTML] Tool condition monitoring techniques in milling process—A review

T Mohanraj, S Shankar, R Rajasekar… - Journal of Materials …, 2020 - Elsevier
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 …

Application of digital image processing in tool condition monitoring: A review

S Dutta, SK Pal, S Mukhopadhyay, R Sen - CIRP Journal of Manufacturing …, 2013 - Elsevier
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 …

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 …

Machine-vision-based identification of broken inserts in edge profile milling heads

L Fernández-Robles, G Azzopardi, E Alegre… - Robotics and Computer …, 2017 - Elsevier
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 …

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 …

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 …

Deep learning algorithms for tool condition monitoring in milling: A review

SS Patil, SS Pardeshi, AD Patange… - Journal of Physics …, 2021 - iopscience.iop.org
Abstract The 4 th Industrial Revolution (Industry 4.0) necessitates implementing 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

L Jones, A Nousir, T Everrett, S Nabil - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
“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 …

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 …