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20212026
most citedOn Neural Network Identification for Low-Speed Ship Maneuvering Model

71 citations · 251 across the 26 of their papers we have counts for

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Showing 2023Show all

8 papers · 1 filter

math.DS2023

Approximate probability density function for nonlinear surging in irregular following seas

Atsuo Maki, Yuuki Maruyama, Keiji Katsumura +1

The broaching that follows the surf-riding is a dangerous phenomenon that can lead to the capsizing of a vessel due to its violent yaw motion. Most of the previous studies on surf-…

eess.SY2023

Parameter fine-tuning method for MMG model using real-scale ship data

Rin Suyama, Rintaro Matsushita, Ryo Kakuta +2

In this paper, a fine-tuning method of the parameters in the MMG model for the real-scale ship is proposed. In the proposed method, all of the arbitrarily indicated target paramete…

eess.SY2023

Nonlinear steering control under input magnitude and rate constraints with exponential convergence

Rin Suyama, Satoshi Satoh, Atsuo Maki

A ship steering control is designed for a nonlinear maneuvering model whose rudder manipulation is constrained in both magnitude and rate. In our method, the tracking problem of th…

physics.app-ph2023★ 1 cited

Comparison of stochastic stability boundaries for parametrically forced systems with application to ship rolling motion

Atsuo Maki, Yuuki Maruyama, Yaliu Liu +1

Numerous accidents caused by parametric rolling have been reported on container ships and pure car carriers (PCCs). A number of theoretical studies have been performed to estimate…

eess.SY2023★ 9 cited

Data Augmentation Methods of Dynamic Model Identification for Harbor Maneuvers using Feedforward Neural Network

Kouki Wakita, Yoshiki Miyauchi, Youhei Akimoto +1

A dynamic model for an automatic berthing and unberthing controller has to estimate harbor maneuvers, which include berthing, unberthing, approach maneuvers to berths, and entering…

cs.NE2023

Covariance Matrix Adaptation Evolutionary Strategy with Worst-Case Ranking Approximation for Min--Max Optimization and its Application to Berthing Control Tasks

Atsuhiro Miyagi, Yoshiki Miyauchi, Atsuo Maki +3

In this study, we consider a continuous min--max optimization problem whose objective function is a black-box. We propose a…

cs.RO2023★ 18 cited

Ship trajectory planning method for reproducing human operation at ports

Rin Suyama, Yoshiki Miyauchi, Atsuo Maki

Among ship maneuvers, berthing/unberthing maneuvers are one of the most challenging and stressful phases for captains. Concerning burden reduction on ship operators and preventing…

physics.flu-dyn2023

Development of a Mathematical Model for Harbor-Maneuvers to Realize Modeling Automation

Yoshiki Miyauchi, Youhei Akimoto, Naoya Umeda +1

A simulation environment of harbor maneuvers is critical for developing automatic berthing. Dynamic models are widely used to estimate harbor maneuvers. However, human decision-mak…