Introduction: Automated aluminum extrusion lines integrate billet loading, ageing ovens, saws, and stackers to boost throughput and guarantee regular, higher-top quality profiles for large suppliers. In industries driven by precision and efficiency, keeping quality though navigating intricate output demands is vital. A recent shift toward stricter