Fully automatic transfer and measurement system for structural superlubric materials.

ABSTRACT: Structural superlubricity, a state of nearly zero friction and no wear between two contact surfaces under relative sliding, holds immense potential for research and application prospects in micro-electro-mechanical systems devices, mechanical engineering, and energy resources. A critical step towards the practical application of structural superlubricity is the mass transfer and high throughput performance evaluation. Limited by the yield rate of material preparation, existing automated systems, such as roll printing or massive stamping, are inadequate for this task. In this paper, a machine learning-assisted system is proposed to realize fully automated selective transfer and tribological performance measurement for structural superlubricity materials. Specifically, the system has a judgm

SUBMITTER: Chen L 

PROVIDER: S-EPMC10564961 | biostudies-literature | 2023 Oct

REPOSITORIES: biostudies-literature