Detecting internal cracks in aluminium billets poses significant challenges due to the complexity of crack formation and the difficulty in maintaining process parameters at optimal levels. Conventional methods such as failure analysis or ultrasonic testing are either time-consuming or costly, further complicating the inspection process.