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Wide Range Measurement of Lubricant Film Thickness Based on Ultrasonic Reflection Coefficient Phase Spectrum
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The ultrasonic technique is very effective in measuring lubricant film thickness in a noninvasive manner. To estimate the film thickness with reflection signals, two main ultrasonic models are often applied in cases of ...
Ferrograph Analysis With Improved Particle Segmentation and Classification Methods
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Ferrograph analysis has been adopted over decades for determining the root causes of on-going wear faults. After decades of manual operation, this traditional technique is being driven by intelligent algorithms for automatic ...
Optimum Color and Contrast Enhancement for Online Ferrography Image Restoration
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Online ferrography, because of its nondestructive and real-time capability, has been increasingly applied in monitoring machine wear states. However, online ferrography images are usually degraded as a result of undesirable ...
Knowledge-Guided Convolutional Neural Network Model for Similar Three-Dimensional Wear Debris Identification With Small Number of Samples
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Wear debris analysis (WDA) enables the provision of essential information towards the monitoring of machine fault diagnosis and the analysis of wear mechanism. However, this experience-based technology has not yet been ...