On the use of indirect measurements in virtual sensors for renewable energies: A review

A Benabdesselam, Q Dollon, R Zemouri, F Pelletier… - Electronics, 2024 - mdpi.com
In the dynamic landscape of renewable energy, the primary goal continues to be the
enhancement of competitiveness through the implementation of cutting-edge technologies …

A switching Gaussian process latent force model for the identification of mechanical systems with a discontinuous nonlinearity

L Marino, A Cicirello - Data-Centric Engineering, 2023 - cambridge.org
An approach for the identification of discontinuous and nonsmooth nonlinear forces, as
those generated by frictional contacts, in mechanical systems that can be approximated by a …

A Gaussian-process assisted model-form error estimation in multiple-degrees-of-freedom systems

S Kashyap, TJ Rogers, R Nayek - Mechanical Systems and Signal …, 2024 - Elsevier
In many applications involving modelling of complex structural dynamical systems, the
mathematical models employed are often simplified abstractions of a real-world …

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 …

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 …

A Spatio-Temporal Model for Response and Distributed Wave Load Estimation on Offshore Wind Turbines

KL Yu, KE Tatsis, VK Dertimanis, EN Chatzi… - Society for Experimental …, 2023 - Springer
Sequential Bayesian inference schemes show tremendous potential for online information
extraction from sparsely instrumented, uncertain dynamical systems. Within this context …