Visibility graph-based path-planning algorithm with quadtree representation

Abstract In recent years, unmanned surface vehicles (USVs) have been widely used in various applications. To fulfill target missions, USVs must be able to plan their path to the destination. Although many path-planning methods have been developed, most are inappropriate for application in complex marine environments. In this study, we propose a novel path-planning algorithm, […]

iSAM2 using CUR matrix decomposition for data compression and analysis

Abstract We introduce a factorization method to increase the calculation speed of incremental smoothing and mapping using Bayes tree (iSAM2), which is used in the back-end stage of simultaneous localization and mapping (SLAM), and to analyse the cause of the associated estimation error. iSAM2 is the method most commonly used to increase the accuracy of […]

Data Mining in Sloshing Experiment Database and Application of Neural Network for Extreme Load Prediction

Abstract Database of the sloshing model test has been mined. More than 540 terabytes experimental data have been accumulated for various cargo holds, vessels, environmental conditions, operational conditions, and experimental conditions. The database was organized, cleaned, and analyzed for the floating units larger than standard size LNG carriers or LNG fueled vessels. The selected target data was […]

Comparative Study on Analysis Methods for Added Resistance of Four Ships in Head and Oblique Waves

Abstract This paper presents a comparative study of wave-induced motion responses and the added resistance of a ship. Four representative types of ships are adopted as test models: LNG carrier, tanker, containership, and bulk carrier. Two experimental techniques—captive and free-running model tests—are conducted under regular head and oblique wave conditions to create benchmark data. Several […]

Towing-Tank Measurement of Unsteady Wave Elevation around Two Ships in Head Sea Condition and Comparison with Computational Results

Abstract Many studies on ship wave elevation measurement have been performed focusing on steady waves in calm water and unsteady wave-cut analysis near ships, and a reliable experimental database of unsteady wave elevation with incident waves is not enough for the validation of numerical computations. In this study, a non-contact scheme for capturing the instantaneous […]

Study on Hull Optimization Process Considering Operational Efficiency in Waves

Abstract This study investigates the optimization of the hull form of a tanker, considering the operational efficiency in waves, in accordance with the recent Energy Efficiency Design Index regulation. For this purpose, the total resistance and speed loss of the ship under representative sea conditions were minimized simultaneously. The total resistance was divided into three […]