Case Sharing: Automation Upgrade of Soft Packaging and Stacking in A Chemical Enterprise in Anhui

Background and challenges

Solution

Program implementation

1. Visual Recognition and Automated Grabbing The soft package unstacking system of MRDVS captures the surface texture and 3D point cloud data of the soft package in real-time through a high-performance RGB-D camera combined with AI algorithms. It can identify the deformation and stacking position of irregular objects, ensuring that the robotic arm can complete the grasping stably and accurately.

2. Robotic arm integrated with automated production line The system automatically plans the grasping sequence of the robotic arm, safely and efficiently transports the chemical soft package to the discharge port for unpacking operation, and seamlessly connects with subsequent processes, comprehensively improving the level of automation.

3. Anti-light environmental interference and real-time data processing The system has superior anti-environmental light interference performance, ensuring stable visual recognition ability in both strong and weak light environments. In addition, the de-stacking algorithm runs in real-time inside the camera, greatly improving the system's response speed and operational efficiency.

Case video

Results and Benefits:

1. Significant increase in efficiency Through the MRDVS solution, the automation efficiency of the enterprise has been significantly improved, and the overall operation of the production line is smoother.

2. Significant reduction in costs Due to the reduction of manual participation, the labor cost of the enterprise has decreased, while avoiding the problems of package switching caused by improper manual operation.

3. Security Enhancement Automated stacking not only reduces safety hazards in manual operations but also improves the reliability and consistency of overall operations, reducing the probability of production accidents.