Optimum design of ship design system using neural network method in initial design of hull plate

2004 ◽  
Vol 18 (11) ◽  
pp. 1923-1931 ◽  
Author(s):  
Soo-Young Kim ◽  
Byung-Young Moon ◽  
Duk-Eun Kim
Keyword(s):  
Neural Network ◽  
Optimum Design ◽  
Ship Design ◽  
Design System ◽  
Neural Network Method ◽  
Initial Design ◽  
Network Method

Automation of Hull Plates Classification in Ship Design System Using Neural Network Method

2004 ◽  
Vol 274-276 ◽  
pp. 589-594
Author(s):  
Byung Young Moon ◽  
Soo Young Kim ◽  
Duk Eun Kim ◽  
Seung Keon Lee
Keyword(s):  
Neural Network ◽  
Ship Design ◽  
Design System ◽  
Neural Network Method ◽  
Network Method

Automation of hull plates classification in ship design system using neural network method

2006 ◽  
Vol 20 (2) ◽  
pp. 493-504 ◽  
Author(s):  
Soo-Young Kim ◽  
Byung-Young Moon ◽  
Duk-Eun Kim ◽  
Sung Chul Shin
Keyword(s):  
Neural Network ◽  
Ship Design ◽  
Design System ◽  
Neural Network Method ◽  
Network Method

Methods for evaluation the manufacturability of a vehicle

2020 ◽  
pp. 152-160
Keyword(s):  
Neural Network ◽  
Initial Data ◽  
Comparative Data ◽  
Training Algorithm ◽  
Neural Network Method ◽  
The Neural Network ◽  
Network Method ◽  
Calculation Results ◽  
Production And Operation

Methods for evaluation the manufacturability of a vehicle in the field of production and operation based on an energy indicator, expert estimates and usage of a neural network are stated. By using the neural network method the manufacturability of a car in a complex and for individual units is considered. The preparation of the initial data at usage a neural network for predicting the manufacturability of a vehicle is shown; the training algorithm and the architecture for calculating the manufacturability of the main units are given. According to the calculation results, comparative data on the manufacturability vehicles of various brands are given.

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