Journal of Electrical Engineering and Automation

The industrial visual inspection electromechanical system based on digital retina integrates bionic vision algorithms and high-precision electromechanical transmission technologies, enabling real-time detection and accurate positioning of dynamic targets in industrial scenarios. The digital retina unit simulates the parallel processing mechanism of biological vision, enhances the ability to identify tiny defects through multi-channel feature fusion, and cooperates with the servo drive system to complete adaptive adjustment of detection paths. This solves problems such as poor anti-interference performance and response delay of traditional visual inspection in high-speed and complex environments. The system constructs an integrated architecture of "visual perception - motion control - decision feedback", improves detection accuracy and efficiency through hardware-software collaborative optimization, provides an intelligent solution for quality control in industrial production, and is of great significance for promoting the automation upgrade of the manufacturing industry.

Digital retina; Industrial visual inspection; Electromechanical transmission; Defect recognition; Intelligent management and control