Advanced development of sensors' roles in maritime-based industry and research: From field monitoring to high-risk phenomenon measurement

AR Prabowo, T Tuswan, R Ridwan - Applied Sciences, 2021 - mdpi.com
The development of human civilization over the last decade has reached a landmark as
Industry 4.0 has been widely introduced. Several aspects of industry and manufacturing …

[HTML][HTML] Health-monitoring systems for marine structures: A review

This paper presents a comprehensive review of the state-of-the-art developments in health
monitoring of marine structures. Monitoring the health of marine structures plays a key role in …

[HTML][HTML] Vibration-response-only structural health monitoring for offshore wind turbine jacket foundations via convolutional neural networks

B Puruncajas, Y Vidal, C Tutivén - Sensors, 2020 - mdpi.com
This work deals with structural health monitoring for jacket-type foundations of offshore wind
turbines. In particular, a vibration-response-only methodology is proposed based on …

[HTML][HTML] Modal properties of floating wind turbines: Analytical study and operational modal analysis of an utility-scale wind turbine

F Pimenta, D Ribeiro, A Román, F Magalhães - Engineering Structures, 2024 - Elsevier
Structural health monitoring through Operational Modal Analysis based on output-only
methods has already a long term successful history of applications in conventional civil …

Condition-based structural health monitoring of offshore wind jacket structures: Opportunities, challenges, and perspectives

J Leng, P Gardoni, M Wang, Z Li… - Structural Health …, 2023 - journals.sagepub.com
Structural health monitoring (SHM) has been recognized as a useful tool for safety
management and risk reduction of offshore wind farms. In complex offshore environment …

[HTML][HTML] Unsupervised damage detection for offshore jacket wind turbine foundations based on an autoencoder neural network

MC Feijóo, Y Zambrano, Y Vidal, C Tutivén - Sensors, 2021 - mdpi.com
Structural health monitoring for offshore wind turbine foundations is paramount to the further
development of offshore fixed wind farms. At present time there are a limited number of …

Structural damage classification in a Jacket-type wind-turbine foundation using principal component analysis and extreme gradient boosting

JX Leon-Medina, M Anaya, N Parés, DA Tibaduiza… - Sensors, 2021 - mdpi.com
Damage classification is an important topic in the development of structural health
monitoring systems. When applied to wind-turbine foundations, it provides information about …

Advancing digital healthcare engineering for aging ships and offshore structures: an in-depth review and feasibility analysis

A Sindi, HJ Kim, YJ Yang, G Thomas… - Data-Centric …, 2024 - cambridge.org
Aging ships and offshore structures face harsh environmental and operational conditions in
remote areas, leading to age-related damages such as corrosion wastage, fatigue cracking …

Classification of As, Pb and Cd heavy metal ions using square wave voltammetry, dimensionality reduction and machine learning

JX Leon-Medina, DA Tibaduiza, JC Burgos… - IEEE …, 2022 - ieeexplore.ieee.org
The detection and classification of heavy metals is a growing need to guarantee the quality
of process water in different industries. However, the official methodologies to evaluate the …

Anomaly-based fault detection in wind turbine main bearings

L Campoverde-Vilela, MC Feijóo… - Wind Energy …, 2023 - wes.copernicus.org
Renewable energy is a clean and inexhaustible source of energy, so every year interest in
the study and the search for improvements in production increases. Wind energy is one of …