Singapore's bustling port relies heavily on efficient marine loading arm operations. To maintain operational smoothness, scheduled overhauls are paramount. Employing state-of-the-art technology for tracking of loading arm performance allows for preventive repairs. Moreover, in-depth training programs for operators are essential to prevent incidents