Issues with data quality for wind turbine condition monitoring and reliability analyses

K Leahy, C Gallagher, P O'Donovan, DTJ O'Sullivan - Energies, 2019 - mdpi.com
In order to remain competitive, wind turbines must be reliable machines with efficient and
effective maintenance strategies. However, thus far, wind turbine reliability information has …

A multi-criteria decision making (MCDM) for renewable energy plants location selection in Vietnam under a fuzzy environment

CN Wang, YF Huang, YC Chai, VT Nguyen - Applied Sciences, 2018 - mdpi.com
In the context of increasing energy demands in Vietnam, and as a result of the limited supply
of domestic energy (oil/gas/coal reserves are exhausted), the potential for renewable energy …

Big wind power: seven questions for turbulence research

C Meneveau - Journal of Turbulence, 2019 - Taylor & Francis
The accelerating growth of wind energy in recent years mandates improved understanding
of wind turbine, wind farm and atmospheric turbulence interactions. Fluid turbulence plays a …

Artificial intelligence and mathematical models of power grids driven by renewable energy sources: A survey

S Srinivasan, S Kumarasamy, ZE Andreadakis… - Energies, 2023 - mdpi.com
To face the impact of climate change in all dimensions of our society in the near future, the
European Union (EU) has established an ambitious target. Until 2050, the share of …

Wind speed modeling by nested ARIMA processes

SK Sim, P Maass, PG Lind - Energies, 2018 - mdpi.com
Wind speed modelling is of increasing interest, both for basic research and for applications,
as, eg, for wind turbine development and strategies to construct large wind power plants …

Wind field effect on the power generation and aerodynamic performance of offshore floating wind turbines

L Li, Y Liu, Z Yuan, Y Gao - Energy, 2018 - Elsevier
This study is aimed at investigating wind field effect on the power generation and the
aerodynamic performance of offshore floating wind turbines. For this purpose, three …

A new method for contact characteristic analysis of the tapered roller bearing in wind turbine main shaft

Z Jiang, X Huang, H Zhu, R Jiang, S Du - Engineering Failure Analysis, 2022 - Elsevier
Premature failures of TRB in wind turbine remain a significant contributor to high operation
and maintenance costs. The analysis of contact characteristics is the premise of the TRB …

Normal behaviour models for wind turbine vibrations: Comparison of neural networks and a stochastic approach

PG Lind, L Vera-Tudela, M Wächter, M Kühn, J Peinke - Energies, 2017 - mdpi.com
To monitor wind turbine vibrations, normal behaviour models are built to predict tower top
accelerations and drive-train vibrations. Signal deviations from model prediction are labelled …

The Langevin approach: An R package for modeling Markov processes

P Rinn, PG Lind, M Wächter, J Peinke - arXiv preprint arXiv:1603.02036, 2016 - arxiv.org
We describe an R package developed by the research group Turbulence, Wind energy and
Stochastics (TWiSt) at the Carl von Ossietzky University of Oldenburg, which extracts the …

Fatigue reliability assessment in time domain using stochastic-induced random stress loads due to limited experimental data

SSK Singh, S Abdullah, AK Ariffin - Engineering Failure Analysis, 2020 - Elsevier
This study aims to determine the fatigue reliability of an automotive crankshaft by
stochastically inducing random loads because of limited experimental data. Given the …