专题：Advanced machining processes and optimization

This cluster of papers focuses on advanced monitoring and optimization of machining operations, including topics such as surface integrity, tool wear, cutting parameters, chatter vibration, minimum quantity lubrication, and high speed machining. It also covers the machining of composite materials and the control of surface roughness in various machining processes.
最新文献
An error-controlled G3-continuous oriented toolpath optimization algorithm and modified speed planning for five-axis machining

article Full Text OpenAlex

Machine Learning-Driven Optimization of Silicon Carbide Chemical Mechanical Polishing with Surface Roughness Constraints

article Full Text OpenAlex

Threshold vibration metrics of drilling tools as indicators of bit wear and rate of penetration decline: Field trials and data interpretation

article Full Text OpenAlex

A Review of Non-conventional Machining of Carbon Fibre Reinforced Plastic Composite

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Sensorless Cutting Force Monitoring Based on Recurrent Neural Network

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Surface roughness and damage evaluation of carbon fiber reinforced silicon carbide composites after laser ablation treatment and subsequent grinding

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Elliptical ultrasonic side milling for improved surface integrity and fatigue resistance of thin-walled Ti6Al4V components

article Full Text OpenAlex

Balancing surface finish and ablation depth in direct laser turning of RB-SiC based on combined IPSO-SVR models with MOAHA-TOPSIS method

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Aluminium metal matrix composite casting defect detection using deep convolution neural networks

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Advanced fault diagnosis in milling cutting tools using vision transformers with semi-supervised learning and uncertainty quantification

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近5年高被引文献
Digital twin-driven intelligent assessment of gear surface degradation

article Full Text OpenAlex 497 FWCI47.7836

A review of vibration-based gear wear monitoring and prediction techniques

review Full Text OpenAlex 463 FWCI43.1242

Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware

article Full Text OpenAlex 410 FWCI54.0086

Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review

article Full Text OpenAlex 317 FWCI30.0273

A novel method based on meta-learning for bearing fault diagnosis with small sample learning under different working conditions

article Full Text OpenAlex 255 FWCI29.5117

Carbon fiber reinforced polymer in drilling: From damage mechanisms to suppression

article Full Text OpenAlex 253 FWCI24.6849

Wavelet transform for rotary machine fault diagnosis:10 years revisited

article Full Text OpenAlex 238 FWCI44.0977

Nontraditional energy-assisted mechanical machining of difficult-to-cut materials and components in aerospace community: a comparative analysis

article Full Text OpenAlex 236 FWCI31.24

Electrostatic atomization minimum quantity lubrication machining: from mechanism to application

article Full Text OpenAlex 234 FWCI22.5074

Nano-enhanced biolubricant in sustainable manufacturing: From processability to mechanisms

article Full Text OpenAlex 233 FWCI20.5111