A combine harvester is a vital machine used in the agricultural industry for efficiently harvesting crops. Equipped with a storage bin for the collected grain, it is crucial to maintain optimal operation to maximize harvest efficiency. Integrating a grain level sensor system into a combine harvester can significantly enhance its functionality.