[HTML][HTML] Infrastructure monitoring and quality diagnosis in CNC machining: A review

M Ntemi, S Paraschos, A Karakostas… - CIRP Journal of …, 2022 - Elsevier
Infrastructure monitoring and rapid quality diagnosis comprise the key solutions to achieve
zero-defect smart manufacturing. The most fundamental systems in manufacturing industries …

New insights into the methods for predicting ground surface roughness in the age of digitalisation

Y Pan, P Zhou, Y Yan, A Agrawal, Y Wang, D Guo… - Precision …, 2021 - Elsevier
Grinding is a multi-length scale material removal process that is widely employed to
machine a wide variety of materials in almost every industrial sector. Surface roughness …

Grinding surface roughness prediction for silicon nitride ceramics: a dynamic grinding force and frequency domain approach

H Fu, L Jiang, Q Song, Z Liu, J Tong, C Cao - Ceramics International, 2023 - Elsevier
The existing surface roughness theoretical predictive models exhibit high parameter
sensitivity and complexity, resulting in low reliability. Moreover, machine learning-based …

Surface roughness prediction model of SiCp/Al composite in grinding

C Zhu, P Gu, Y Wu, D Liu, X Wang - International Journal of Mechanical …, 2019 - Elsevier
Grinding is significant for hard and brittle material machining, and it has been applied in
particle reinforced composites machining for higher surface quality. In this paper, surface …

Surface roughness prediction of SiCp/Al composites in ultrasonic vibration-assisted grinding

P Gu, C Zhu, Y Sun, Z Wang, Z Tao, Z Shi - Journal of Manufacturing …, 2023 - Elsevier
SiCp/Al composites are important materials in the automotive and aerospace fields. In order
to improve surface quality of SiCp/Al composites, ultrasonic vibration assisted grinding was …

Activation functions selection for BP neural network model of ground surface roughness

Y Pan, Y Wang, P Zhou, Y Yan, D Guo - Journal of Intelligent …, 2020 - Springer
Roughness prediction of ground surfaces is critical in understanding and optimizing the
grinding process. However, it is hitherto difficult to predict accurately the ground surface …

A review of recent advances in robotic belt grinding of superalloys

X Ren, X Huang, K Gao, L Xu, L Li, H Feng… - … International Journal of …, 2023 - Springer
Superalloys are widely used in aerospace and energy fields by virtue of superior physical
properties, especially in high-temperature environments. However, superalloys have poor …

Comparative Analysis of Microabrasive Film Finishing Effects across Various Process Variants

K Tandecka, W Kacalak, TG Mathia - Materials, 2024 - pmc.ncbi.nlm.nih.gov
The paper investigates various methods of microfinishing and arrives at the best technique
to produce a very smooth surface. Various setups, with and without oscillation, were …

Finite element analysis of grinding process of long fiber reinforced ceramic matrix woven composites: Modeling, experimental verification and material removal …

Y Wang, H Wang, J Wei, B Lin, J Xu, S Fang - Ceramics International, 2019 - Elsevier
A Finite element analysis (FEA) modeling method for grinding wheel and long fiber
reinforced ceramic matrix woven composites (LFRCWCs) specimen was integrated and …

Robotic grinding process of turboprop engine compressor blades with active selection of contact force

A Burghardt, D Szybicki, K Kurc, M Muszyńska - Tehnički vjesnik, 2022 - hrcak.srce.hr
Sažetak The work presents a robotic system for grinding the blades of a turboprop engine
compressor. The proprietary conceptual solution includes a data acquisition system based …