Application of deep visualization in CNN-based tool condition monitoring for end milling
Cutting tool is one of the major components to largely influence the overall machining
process efficiency. There has been a significant amount of research conducted in …
process efficiency. There has been a significant amount of research conducted in …
An efficient short-time Fourier transform algorithm for grinding wheel condition monitoring through acoustic emission
Indirect methods to monitor the surface integrity of grinding wheels by acoustic emission
(AE) have been proposed, aiming to ensure their optimal performance. However, the time …
(AE) have been proposed, aiming to ensure their optimal performance. However, the time …
Dressing tool condition monitoring through impedance-based sensors: Part 2—Neural networks and k-nearest neighbor classifier approach
This paper presents an approach for impedance-based sensor monitoring of dressing tool
condition in grinding by using the electromechanical impedance (EMI) technique. This …
condition in grinding by using the electromechanical impedance (EMI) technique. This …
Dressing tool condition monitoring through impedance-based sensors: Part 1—PZT diaphragm transducer response and EMI sensing technique
Low-cost piezoelectric lead zirconate titanate (PZT) diaphragm transducers have attracted
increasing attention as effective sensing devices, based on the electromechanical …
increasing attention as effective sensing devices, based on the electromechanical …
Feature extraction using frequency spectrum and time domain analysis of vibration signals to monitoring advanced ceramic in grinding process
New alternatives for monitoring the ceramic grinding process have been studied. Monitoring
vibration signals is one of the most successful methods because some characteristics that …
vibration signals is one of the most successful methods because some characteristics that …
Time-domain analysis based on the electromechanical impedance method for monitoring of the dressing operation
Among the methods used in structural health monitoring (SHM), the electromechanical
impedance technique (EMI), which uses piezoelectric transducers of lead zirconate titanate …
impedance technique (EMI), which uses piezoelectric transducers of lead zirconate titanate …
Damage patterns recognition in dressing tools using PZT-based SHM and MLP networks
In order to promoting the optimization of the theme:“grinding-dressing”, this study intends to
contribute to the fill the gap of works completed with the damage diagnostic systems in …
contribute to the fill the gap of works completed with the damage diagnostic systems in …
A new approach for dressing operation monitoring using voltage signals via impedance-based structural health monitoring
Among the methods used in structural health monitoring (SHM), the electromechanical
impedance technique (EMI), which uses piezoelectric transducers of lead zirconate titanate …
impedance technique (EMI), which uses piezoelectric transducers of lead zirconate titanate …
Impedance-based PZT transducer and fuzzy logic to detect damage in multi-point dressers
Alternative techniques such as impedance-based lead zirconate titanate (PZT) transducers
has emerged as an innovative approach for manufacturing monitoring process, because its …
has emerged as an innovative approach for manufacturing monitoring process, because its …
[PDF][PDF] Monitoramento do fenômeno de queima no processo de retificação de aços por meio de sinais de vibração e análise de tempo e frequência
FA Alexandre - 2018 - repositorio.unesp.br
Os processos de usinagem são de extrema importância para a fabricação de peças
mecânicas, muitas das quais exigem alta precisão dimensional e geométrica. A retificação …
mecânicas, muitas das quais exigem alta precisão dimensional e geométrica. A retificação …