Process monitoring of machining
This keynote paper mainly focuses on advancements of machining technology and systems
for enhanced performance, increased system integration and augmented machine …
for enhanced performance, increased system integration and augmented machine …
[HTML][HTML] Physics based models for characterization of machining performance–A critical review
This paper presents a comprehensive review of the concept of machinability by considering
the dynamic, tribological, and thermo-mechanical interactions encountered at the tool-chip …
the dynamic, tribological, and thermo-mechanical interactions encountered at the tool-chip …
Tool wear prediction in milling CFRP with different fiber orientations based on multi-channel 1DCNN-LSTM
In the machining of carbon fiber reinforced polymer (CFRP) components, tool wear grows
rapidly due to the highly abrasive property of carbon fibers, resulting in unfavorable part …
rapidly due to the highly abrasive property of carbon fibers, resulting in unfavorable part …
Cyber–physical systems for high-performance machining of difficult to cut materials in I5. 0 era—A review
The fifth Industrial revolution (I5. 0) prioritizes resilience and sustainability, integrating
cognitive cyber-physical systems and advanced technologies to enhance machining …
cognitive cyber-physical systems and advanced technologies to enhance machining …
An adaptive modelling approach using a novel modified AOA/SVR for prediction of drilling-induced delamination in CFRP/Ti stacks
H Yao, K Zhang, H Cheng, CAO Sipeng… - Journal of Manufacturing …, 2023 - Elsevier
Delamination is the most critical damage in drilling the CFRP/Ti stacks under the impact of
drilling parameters and tool structure, which makes the traditional theoretical or empirical …
drilling parameters and tool structure, which makes the traditional theoretical or empirical …
Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition
A sustainable and reliable machining process is the main goal of seeking machine
digitization. Artificial Intelligence (AI), and Cyber-Physical System (CPS) combined with …
digitization. Artificial Intelligence (AI), and Cyber-Physical System (CPS) combined with …
Method for edge chipping monitoring based on vibration polar coordinate image feature analysis
Z Jiang, F Wang, W Mou, S Zhu, R Fu, Z Yu - The International Journal of …, 2024 - Springer
Cutting-edge chipping is a randomly happened but critical tool failure, which could seriously
affect machining quality without effective and timely treatment especially in the automated …
affect machining quality without effective and timely treatment especially in the automated …
Deep Reinforcement Learning for autonomous pre-failure tool life improvement
This paper develops an approach to improve a CNC machine's tool performance and slow
down its degradation rate automatically in the Pre-Failure stage. A Deep Reinforcement …
down its degradation rate automatically in the Pre-Failure stage. A Deep Reinforcement …
Intelligent cyber-physical monitoring and control of I4. 0 machining systems-an overview and future perspectives
Rapid evolution in sensing, data analysis, and industrial internet of things technologies had
enabled the manufacturing of advanced smart tooling. This has been fused with effective …
enabled the manufacturing of advanced smart tooling. This has been fused with effective …
High-Performance Machining System: Process Optimization for a Cyber-Physical System–a Review
The fifth Industrial revolution (I5. 0) prioritizes resilience and sustainability, integrating
cognitive cyber-physical systems and advanced technologies to enhance machining …
cognitive cyber-physical systems and advanced technologies to enhance machining …