Automatic Ship Berthing Using Artificial Neural Network Controller - Softcover

Nguyen, Van Suong; Im, Nam Kyun

 
9783330326989: Automatic Ship Berthing Using Artificial Neural Network Controller
Softcover
ISBN 10: 3330326980 ISBN 13: 9783330326989
Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

The Artificial Neural Network (ANN) model has been known as one of the most effective theories for automatic ship berthing, as it has learning ability and mimics the actions of the human brain when performing the stages of ship berthing. However, existing ANN controllers can only bring a ship into a berth in a certain port, where the inputs of the ANN are the same as those of the teaching data. This means that those ANN controllers must be retrained when the ship arrives to a new port, which is time-consuming and costly. In this research, by using the head-up coordinate system, which includes the relative bearing and distance from the ship to the berth, a novel ANN controller is proposed to automatically control the ship into the berth in different ports without retraining the ANN structure. Numerical simulations were performed to verify the effectiveness of the proposed controller.

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Über die Autorin bzw. den Autor

Van-Suong Nguyen received his M.Sc. in Navigation Science in 2012 from Vietnam Maritime University and his Ph.D. in Maritime Safety System in 2016 from Mokpo National Maritime University, Korea. Since 2010, he has worked as lecturer in Vietnam Maritime University.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3330326980
ISBN 13 
9783330326989
Einband
Taschenbuch
Anzahl der Seiten
100
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
customerservice@vdm-vsg.de

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Riga
1039
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