[HTML][HTML] Digitalisation dynamics in SMEs: An approach from systems dynamics and artificial intelligence

CFA Arranz, MF Arroyabe, N Arranz… - … Forecasting and Social …, 2023 - Elsevier
This paper addresses the study of digitalisation dynamics in SMEs. Improving on existing
research and its methodological limitations, we provide an understanding of the digital …

[HTML][HTML] Knowledge engineering for wind energy

Y Marykovskiy, T Clark, J Day, M Wiens… - Wind Energy …, 2024 - wes.copernicus.org
With the rapid evolution of the wind energy sector, there is an ever-increasing need to create
value from the vast amounts of data made available both from within the domain and from …

[HTML][HTML] Cost-optimized probabilistic maintenance for condition monitoring of wind turbines with rare failures

V Begun, U Schlickewei - Energy Reports, 2024 - Elsevier
We propose a method, a model, and a form of presenting model results for condition
monitoring of a small set of wind turbines with rare failures. The main new ingredient of the …

Best practice data sharing guidelines for wind turbine fault detection model evaluation

S Barber, U Izagirre, O Serradilla, J Olaizola, E Zugasti… - Energies, 2023 - mdpi.com
In this paper, a set of best practice data sharing guidelines for wind turbine fault detection
model evaluation is developed, which can help practitioners overcome the main challenges …

Long-Term Forecasts of Failures in Wind Turbines

V Begun, U Schlickewei - arXiv preprint arXiv:2407.21533, 2024 - arxiv.org
We collect papers forecasting wind turbine failures at least two days in advance. We
examine the prediction time, methods, failed components, and dataset size. We investigate …

CARE to Compare: A Real-World Benchmark Dataset for Early Fault Detection in Wind Turbine Data

C Gück, CMA Roelofs, S Faulstich - Data, 2024 - mdpi.com
Early fault detection plays a crucial role in the field of predictive maintenance for wind
turbines, yet the comparison of different algorithms poses a difficult task because domain …

HEALTH MONITORING FOR WIND TURBINES–DATASETS PROCESSING AND DEVELOPMENT OF RUL PROGNOSTICS

D Manna - 2023 - webthesis.biblio.polito.it
The increasing availability of condition-monitoring data for components/systems has
incentivized, in the past years, the development of data-driven Remaining Useful Life (RUL) …

Vėjo jėgainių atsparumo kibernetinėms atakoms tyrimas

L Eidukevičius - 2023 - epubl.ktu.edu
Abstract [eng] With the increasing threat and the growing activity of Russian cyber fraudsters,
who disconnected parks with 5,800 and 2,000 wind turbines in Germany and Austria, as well …