I. Introduction
Underactuated overhead crane systems are essential heavy-duty material handling equipment widely used in industries, for example, construction, manufacturing, and logistics [1], [2], due to their high lifting capacity, strong adaptability, and high flexibility [3], [4]. The performance of crane systems has a direct impact on the efficiency and safety of the production process, making it a critical component in industrial operations.