[HTML][HTML] Machine learning methodology for management of shipbuilding master data

JH Jeong, JH Woo, JG Park - … Journal of Naval Architecture and Ocean …, 2020 - Elsevier
The continuous development of information and communication technologies has resulted
in an exponential increase in data. Consequently, technologies related to data analysis are …

An exploration of shipbuilding price prediction for container ships: An integrated model application of deep learning

M Su, Z Su, SH Bae, J Li, K Park - Research in Transportation Business & …, 2025 - Elsevier
Shipbuilding price forecasts are key to the maritime industry's foresight, cost management,
and competitive edge. This study fills a gap in the existing theoretical and empirical literature …

[PDF][PDF] A review of work breakdown structure and man-hours estimation method used in shipbuilding production

WAZW Abd Rahman, NIM Zaki… - International Journal of …, 2019 - academia.edu
The aim of this research is to define the Work Breakdown Structure (WBS) and to understand
the linkages between WBS and man-hours development for Shipbuilding Project. The Work …

Prediction of Ship Painting Man-Hours Based on Selective Ensemble Learning

H Bu, Z Ge, X Zhu, T Yang, H Zhou - Coatings, 2024 - mdpi.com
The precise prediction of painting man-hours is significant to ensure the efficient scheduling
of shipyard production and maintain a stable production pace, which directly impacts …

[HTML][HTML] An analysis of pipe spool supply chain in shipbuilding using 2-stage queuing model and discrete event simulation

II Kim, SH Nam, JH Woo - International Journal of Naval Architecture and …, 2024 - Elsevier
Pipe spool supply in Korean shipbuilding industry consists of a complex supply chain
comprising manufacturing and painting vendors. Major Korean shipyards with the most …

Are current shipbuilding cost estimation methods ready for a sustainable future? A literature review of cost estimation methods and challenges

G Alblas, J Pruijn - International Shipbuilding Progress, 2024 - content.iospress.com
In the fiercely competitive shipbuilding industry, precise cost estimates must be considered
as they serve as a critical input for determining market prices effectively and ensuring a …

The prediction of the man-hour in aircraft assembly based on support vector machine particle swarm optimization

T Yu, H Cai - Journal of Aerospace Technology and Management, 2015 - SciELO Brasil
As the representative of manufacturing industry, aircraft assembly lacks of effective method
to forecast man-hour. The forecasting accuracy of existing methods is universally pretty low …

A benchmark comparison of Gaussian process regression, support vector machines, and ANFIS for man-hour prediction in power transformers manufacturing

K Işık, SE Alptekin - Procedia Computer Science, 2022 - Elsevier
Production times affect the product valuations because they are directly relevant to a
product's cost. The man-hour unit is widely used for measuring the production times …

Estimating production metric for ship assembly based on geometric and production information of ship block model

WS Choi, DH Kim, JH Nam, MJ Kim… - Journal of Marine Science …, 2021 - mdpi.com
To secure technological competitiveness in shipbuilding and offshore industries, the
continuous application and development of various technologies is essential. Efficient …

[HTML][HTML] A Novel Concept for Steel Building Cost Estimation in Shipbuilding Using Process and Product Similarities

G Alblas, J Pruyn - Journal of Marine Science and Engineering, 2024 - mdpi.com
Accurate cost estimates are essential for staying in business in a competitive shipbuilding
industry. With new technologies and the energy transition creating an ever-changing …