Evaluation of neural models applied to the estimation of tool wear in the grinding of advanced ceramics
Grinding wheel wear, which is a very complex phenomenon, causes changes in most of the
shapes and properties of the tool during machining, reducing the efficiency of the grinding …
shapes and properties of the tool during machining, reducing the efficiency of the grinding …
Digital signal processing for self-vibration monitoring in grinding: A new approach based on the time-frequency analysis of vibration signals
The occurrence of chatter can generate parts outside the dimensional and geometric
tolerances or even cause irreversible damage, such as changes to the hardness and …
tolerances or even cause irreversible damage, such as changes to the hardness and …
Analysis of surface roughness during surface polishing of ITO thin film using acoustic emission sensor monitoring
This study investigates the intricate process of surface polishing for ITO-coated Pyrex glass
utilizing magnetic abrasive polishing (MAP) while employing acoustic emission (AE) sensors …
utilizing magnetic abrasive polishing (MAP) while employing acoustic emission (AE) sensors …
Modeling and predicting of surface roughness for generating grinding gear
H Chen, J Tang, W Zhou - Journal of Materials Processing Technology, 2013 - Elsevier
Gear surface has a significant effect on the load-carrying capacity and plays a crucial role for
wear, friction and lubrication properties of the contact. However, most mathematical model of …
wear, friction and lubrication properties of the contact. However, most mathematical model of …
Modelling of surface roughness and grinding forces using artificial neural networks with assessment of the ability to data generalisation
The article presents a new methodology for modelling the influence of parameters and
conditions of surface grinding process on the value of roughness and grinding forces …
conditions of surface grinding process on the value of roughness and grinding forces …
Modeling and optimization of alloy steel 20CrMnTi grinding process parameters based on experiment investigation
Y Zhang, B Li, J Yang, S Liang - The International Journal of Advanced …, 2018 - Springer
Three kinds of cylindrical plunge-grinding experiments are conducted with CBN grinding
wheel by single-factor method for the carburizing alloy steel 20CrMnTi to investigate surface …
wheel by single-factor method for the carburizing alloy steel 20CrMnTi to investigate surface …
In-dressing acoustic map by low-cost piezoelectric transducer
The main difficulty in the grinding process is to identify the correct moment to dress the
grinding wheel. Therefore, the cutting tool (grinding wheel) must be monitored. In this …
grinding wheel. Therefore, the cutting tool (grinding wheel) must be monitored. In this …
Digital Signal Processing for Acoustic Emission
PR Aguiar, CH Martins, M Marchi… - Data Acquisition …, 2012 - books.google.com
Fast advances in several signal processing techniques, along with cost-effective digital
technologies for their implementation, are ready to address important manufacturing and …
technologies for their implementation, are ready to address important manufacturing and …
Analysis of forecasting capabilities of ground surfaces valuation using artificial neural networks
PR Aguiar, WCF De Paula, EC Bianchi… - Journal of the Brazilian …, 2010 - SciELO Brasil
Industry worldwide has been marked by intense competition in recent years, placing
companies under ever increasing pressure to improve the efficiency of their product …
companies under ever increasing pressure to improve the efficiency of their product …
[PDF][PDF] ANFIS applied to the prediction of surface roughness in grinding of advanced ceramics
This paper introduces a methodology for predicting the surface roughness of advanced
ceramics using Adaptive Neuro-Fuzzy Inference System (ANFIS). To this end, a grinding …
ceramics using Adaptive Neuro-Fuzzy Inference System (ANFIS). To this end, a grinding …