Sensors and tribological systems: applications for industry 4.0
Purpose The involvement of wear, friction and lubrication in engineering systems and
industrial applications makes it imperative to study the various aspects of tribology in relation …
industrial applications makes it imperative to study the various aspects of tribology in relation …
A multitask SHM algorithm to identify damage with random severity and location in IPE beams using EMI technique
Existing electromechanical impedance (EMI) damage identification algorithms often face
challenges in terms of generalizability. This paper presents a robust algorithm that can …
challenges in terms of generalizability. This paper presents a robust algorithm that can …
Roller bearing failure analysis using gaussian mixture models and convolutional neural networks
MS Rathore, SP Harsha - Journal of Failure Analysis and Prevention, 2022 - Springer
Rotating machinery failure analysis requires signal preprocessing to extract fault-related
information. However, to promote accurate condition monitoring of bearing following two …
information. However, to promote accurate condition monitoring of bearing following two …
Surface roughness classification of electro discharge machined surfaces with deep ensemble learning
In this study, a CNN-based image processing technique was utilized for an EDM-machined
tactile plate (VDI 3400) with 16 distinct surface roughness features. The images (1600× …
tactile plate (VDI 3400) with 16 distinct surface roughness features. The images (1600× …
Monitoring the wear of turning tools with the electromechanical impedance technique
In this study, Inconel 718 and Ti6Al4V alloys were machined using ceramic (WG 300), and
carbide (G20M Grade) inserts, respectively. The focused application was grooving. The tool …
carbide (G20M Grade) inserts, respectively. The focused application was grooving. The tool …
Investigations of fatigue crack detection using local vibration techniques: Numerical and experimental studies
The Fatigue crack represents one of the most likely reasons for metal structural failures. It is
crucial to detect it effectively to avoid a disastrous tragedy. This paper presented a …
crucial to detect it effectively to avoid a disastrous tragedy. This paper presented a …
Evaluation of ground conductor corrosion based on EMI technique with asymmetric sensor layout
Y Huang, Y Chen, Z Fang - Nondestructive Testing and Evaluation, 2023 - Taylor & Francis
The ground conductor is prone to corrosion, which affects its ability to diverge current and
the normal operation of the power system. The traditional detection method can't detect its …
the normal operation of the power system. The traditional detection method can't detect its …
[PDF][PDF] Surface Roughness Classificiation of Electro Discharge Machined Surfaces with Image Processing and Deep Ensemble Learning
Y ANAGÜN, Ş IŞIK, FH ÇAKIR - Available at SSRN 4341198, 2023 - papers.ssrn.com
In this study, an EDM machined tactile plate (VDI 3400) with 16 different surface roughness
were used to test image processing of surfaces. The images (1600× 1200 px) were taken …
were used to test image processing of surfaces. The images (1600× 1200 px) were taken …
A new approach to monitoring the operational success of shot peening with electromechanical impedance technique
Shot peening is generally an application that generates compressive residual stress on the
surface of the materials and increases the fatigue life of the parts. Traditionally, control of …
surface of the materials and increases the fatigue life of the parts. Traditionally, control of …