Inspection and maintenance planning for offshore wind structural components: integrating fatigue failure criteria with Bayesian networks and Markov decision …

N Hlaing, PG Morato, JS Nielsen… - Structure and …, 2022 - Taylor & Francis
Exposed to the cyclic action of wind and waves, offshore wind structures are subject to
fatigue deterioration processes throughout their operational life, therefore constituting a …

Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks

N Hlaing, PG Morato, FN Santos… - Structural Health …, 2024 - journals.sagepub.com
Offshore wind structures are exposed to a harsh marine environment and are subject to
deterioration mechanisms throughout their operational lifetime. Even if the deterioration …

Probabilistic virtual load monitoring of offshore wind substructures: A supervised learning approach

N Hlaing, PG Morato, P Rigo - ISOPE International Ocean and Polar …, 2022 - onepetro.org
In this work, a virtual load monitoring framework is proposed for deriving a mapping from
either high or low frequency (1-Hz/10-minute time averaged) SCADA data to load signals …

Data-driven Virtual Monitoring and Life-cycle Management of Offshore Wind Support Structures

H Nandar - 2024 - search.proquest.com
With the rapid advancement of offshore wind energy, efficiently managing inspection and
maintenance (I&M) of wind turbine support structures has become increasingly important …

Inspection and maintenance planning for offshore wind structural components: integrating fatigue failure criteria with Bayesian networks and Markov decision …

H Nandar, PG Morato Dominguez… - Structure and …, 2022 - orbi.uliege.be
Exposed to the cyclic action of wind and waves, offshore wind structures are subject to
fatigue deterioration processes throughout their operational life, therefore constituting a …

[PDF][PDF] Inspection and maintenance planning for offshore wind structural components

N Hlaing, PG Morato, JS Nielsen, P Amirafshari… - vbn.aau.dk
Exposed to the cyclic action of wind and waves, offshore wind structures are subject to
fatigue deterioration processes throughout their operational life, therefore constituting a …