Development Approach of a Machine Learning Algorithm for Mooring Line Integrity Monitoring

초록

The purpose of this study is to propose a development approach for a machine learning algorithm to monitor the integrity of fixed mooring lines supporting a floating structure. The study proposed a plan to utilize simulations for the training data of a machine learning algorithm, analyzed the system, condition, and reponse parameters of floating structures and mooring lines, and discussed machine learning training with the collected data.