Machine learning and data-driven fault detection for ship systems operations

M Cheliotis, I Lazakis, G Theotokatos - Ocean Engineering, 2020 - Elsevier
Well maintained vessels exhibit high reliability, safety and energy efficiency. Even though
machinery failures are inevitable, their occurrence can be foreseen when predictive …

Bayesian and machine learning-based fault detection and diagnostics for marine applications

M Cheliotis, I Lazakis, A Cheliotis - Ships and Offshore Structures, 2022 - Taylor & Francis
Marine maintenance can improve ship performance by leveraging predictive maintenance,
Machine Learning and Data Analytics. This paper aims to enrich the literature, by …

A compound novel data-driven and reliability-based predictive maintenance framework for ship machinery systems

MF Cheliotis - 2020 - stax.strath.ac.uk
Shipping is a major driving force of the global economy, as seen by the 90% of the volume of
the yearly trade transported by ships. As a result, shipping has a significant financial …

Application of Cable Climbing Robot Automation Control Technology in Bridge Cable Measuring System

W Zhou, J Bao, Z Liu, Z Chen - Wireless Communications and …, 2022 - Wiley Online Library
According to the traditional bridge cable measurement system, the accuracy of the bridge
cable measurement is low, and the measurement time is long. Based on the automatic …