The Intelligent Disordered Bag Handling Machine is a highly automated equipment primarily used for processing irregularly piled materials, organizing them into an orderly arrangement through intelligent systems to facilitate subsequent packaging, boxing, and other processes. Leveraging servo control systems and a variety of sensor technologies, this machine achieves precise identification, gripping, sorting, and arranging of materials. It maintains stability during high-speed operation while minimizing material damage and waste, thereby enhancing production efficiency.