In modern manufacturing, accurate and efficient assessment of surface finish quality is vital
to product integrity within mechanical systems and contribution to its overall performance …

In-process monitoring and quality control are the most critical aspects of the manufacturing
industry, especially in ultra-precision machining (UPM) at an industrial scale. However, in …

Surface roughness is widely used for product quality assessment due to its ability to
accurately portray the fatigue strength, wear resistance, surface hardness, and other …

Surface roughness has played a crucial role in determining the quality and performance in
service of the machined workpiece. To enhance the performance of the final product, it is …

Surface roughness is a key indicator of the quality of mechanical products, which can
precisely portray the fatigue strength, wear resistance, surface hardness and other …

It is critical to have an accurate prediction of surface roughness (Sa) in order to improve
grinding productivity, reduce costs, and minimize the period of time required for trials and …

The surface quality of milled blade-root grooves in industrial turbine blades significantly
influences their mechanical properties. The surface texture reveals the interaction between …

The formation of surface texture in milling is a complex process affected by numerous
factors. This paper focuses on the surface roughness of X37CrMoV51 steel machined by …

Surface roughness in boring process is a critical indicator of product quality. With the aim of
maximizing quality, there has been a widespread adoption of computer-controlled machine …

To solve the problem that the sensors affect the machining process and the data-driven
surface roughness monitoring method has high experimental cost, the surface roughness …