Abstract: This paper conducts research on the problem of line loss in the distribution area of smart grid, designs and implements an intelligent analysis device, aiming to improve the monitoring, analysis, and management capabilities of line loss in distribution lines. By analyzing the design principle and implementation technology of the device, as well as analyzing the experimental and application effects, it has been proven that the device has significant advantages in improving the operating efficiency of distribution lines and reducing line loss rates..