A design failure pre-alarming system using score-and vote-based associative classification

HY Park, DJ Lim - Expert Systems with Applications, 2021 - Elsevier
Abstract Design failures often incur substantial cost overruns in the shipbuilding industry.
Precautions against possible design failures facilitate on-time delivery and improved …

Research of genetic training algorithm for identifying mechanical failure modes within the framework of case-based reasoning

YM Xu, Y Zhang, LN Chen - Chinese Journal of Aeronautics, 2005 - Elsevier
The combination of case-based reasoning (CBR) and genetic algorithm (GA) is considered
in the problem of failure mode identification in aeronautical component failure analysis …

Sequential association rules for forecasting failure patterns of aircrafts in Korean airforce

HK Han, HS Kim, SY Sohn - Expert systems with applications, 2009 - Elsevier
For the effective operation of the air power in the modern war, aircraft should be well-
maintained by preventing a series of failures. However, the current maintenance system …

Failure prediction of aircraft equipment using machine learning with a hybrid data preparation method

K Celikmih, O Inan, H Uguz - Scientific Programming, 2020 - Wiley Online Library
There is a large amount of information and maintenance data in the aviation industry that
could be used to obtain meaningful results in forecasting future actions. This study aims to …

Integrating data mining techniques and design information management for failure prevention

Y Kato, T Yairi, K Hori - New Frontiers in Artificial Intelligence: Joint JSAI …, 2001 - Springer
Stories of the recent failures in complex systems tell us that they could have been avoided if
the right information was presented to the right person at the right time. We propose a …

The efficiency improvement of port state control based on ship accident Bayesian networks

L Fan, Z Zhang, J Yin, X Wang - … , Part O: Journal of risk and …, 2019 - journals.sagepub.com
Ship accident has always been the focus in shipping and it is concerned by port state
authorities. This study tries to investigate the impact of various factors on ship accident along …

Association rule learning to improve deficiency inspection in port state control

WH Chung, SL Kao, CM Chang… - Maritime Policy & …, 2020 - Taylor & Francis
The inspection of foreign ships in national ports is a critical measure in port state control
(PSC), preventing substandard ships from entering national ports. Multifarious inspection …

Interpreting the influential factors in ship detention using a novel random forest algorithm considering dataset imbalance and uncertainty

Y Xiao, M Jin, G Qi, W Shi, KX Li, X Du - Engineering Applications of …, 2024 - Elsevier
Abstract Port State Control inspects foreign ships in national ports to verify that ships'
conditions and equipment obey international regulations and that the ships are crewed and …

A Knowledge Acquisition Method of Ship Coating Defects Based on IHQGA-RS

H Bu, X Ji, J Zhang, H Lyu, X Yuan, B Pang, H Zhou - Coatings, 2022 - mdpi.com
Coating defects are caused by a series of factors such as the improper operation of workers
and the quality of the coating itself. At present, the coating process of all shipyards is …

[PDF][PDF] Validation and quality control of design and production information-applying rule based data mining and business intelligence concepts to engineering

T Koch - 9th Int. Conference on Computational Applications and …, 2010 - atlantec-es.com
Abstract Design and production preparation tasks for ships and offshore structures generate
large sets of data providing every detail needed for planning, procurement, and production …