Singapore's bustling port relies heavily on efficient marine loading arm activities. To ensure operational smoothness, scheduled overhauls are paramount. Employing advanced systems for analysis of loading arm functionality allows for timely repairs. Furthermore, comprehensive education programs for operators are essential to prevent accidents. A in