کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
565902 875847 2006 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Automation of hull plates classification in ship design system using neural network method
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Automation of hull plates classification in ship design system using neural network method
چکیده انگلیسی

Manufacturing the complex surface plates in stern and stem is a major factor in cost of a preliminary ship design by computing process. If these hull plate parts are effectively classified, it helps to compute the processing cost and find the way of cut-down the processing cost. This paper presents a new method to classify surface plates effectively in preliminary ship design using neural network. A neural network based ship hull plate classification programme developed and tested for the automatic classification of ship design. The input variables are regarded as Gaussian curvature distributions on the plate. Various applicable rules of network topology are applied in ship design. By observing the results of the proposed method, the effectiveness of the proposed method are discussed. As a result, high prediction rate was achieved in ship design. And the proposed method will contribute to reduce the production cost of ship.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Mechanical Systems and Signal Processing - Volume 20, Issue 2, February 2006, Pages 493–504
نویسندگان
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