Results 121 to 130 of about 16,694 (314)

Decentralized Federated Learning for Wind Turbine Bearing Prognostics Under Data Scarcity and Statistical Heterogeneity

open access: yesEnergy Science &Engineering, EarlyView.
This paper proposes a decentralized peer‐to‐peer federated learning framework for wind turbine bearing remaining useful life prediction, introducing a virtual client paradigm in which statistical health indicators serve as independent feature‐level clients—enabling privacy‐preserving collaborative prognostics from a single physical asset under ...
Jihene Sidhom   +2 more
wiley   +1 more source

Innovative solutions in power electronics for variable speed wind turbines

open access: yes, 2006
Wind energy has experienced a dramatic development over the last decade. Offshore wind farms with multimegawatt machines and variable speed solutions are gaining ground.
Ceballos, S.   +4 more
core  

Wind Turbine Generator Condition Monitoring via the Generator Control Loop [PDF]

open access: yes, 2013
This thesis focuses on the development of condition monitoring techniques for application in wind turbines, particularly for offshore wind turbine driven doubly fed induction generators.
ZAGGOUT, MAHMOUD,NOUH
core  

A vector auto-regressive model for onshore and offshore wind synthesis incorporating meteorological model information [PDF]

open access: yes, 2014
The growth of wind power production in the electricity portfolio is striving to meet ambitious targets set, for example by the EU, to reduce greenhouse gas emissions by 20% by 2020. Huge investments are now being made in new offshore wind farms around UK
D. Infield   +7 more
core   +1 more source

Spatio‐Temporal Dual‐Encoder Transformer for Short‐Term Regional Wind Power Forecasting

open access: yesEnergy Science &Engineering, EarlyView.
ST‐DualFormer separates temporal and spatial encoding to model complex dependencies in regional wind power forecasting. The fused dual‐stream representation enables accurate short‐term regional forecasts from multi‐farm meteorological and historical power data. The method achieved 5.25% nMAE and 7.53% nRMSE for three‐day‐ahead forecasting on real‐world
Jianfeng Che   +4 more
wiley   +1 more source

Modeling the effects of seasonal weather and site conditions on wind turbine failure modes

open access: yes, 2013
It is important that the impact of the offshore environment on wind turbine reliability is reduced significantly due to the importance of offshore wind deployment to global energy targets.
Wilson, Graeme, McMillan, David
core  

A resilience enhancement method for integrated energy systems considering UAV response in ice storm scenarios

open access: yesZhejiang dianli
Ice storms trigger transmission line icing and complicate emergency response, severely threatening the secure operation of integrated electricity-heat energy systems.
TIAN Shuxin   +4 more
doaj   +1 more source

A Comprehensive Review of AI‐Powered Energy Systems

open access: yesEnergy Science &Engineering, EarlyView.
The role of Artificial Intelligence (AI) in developing next‐generation energy systems is getting more day by day. Therefore, incorporating AI enables real‐time decision‐making and advanced grid management, which are essential for optimizing the use of intermittent renewable sources like wind and solar power.
Armin Razmjoo   +5 more
wiley   +1 more source

Cost and losses associated with offshore wind farm collection networks which centralise the turbine power electronic converters

open access: yes, 2013
Costs and losses have been calculated for several different network topologies, which centralise the turbine power electronic converters, in order to improve access for maintenance.
Anaya-Lara, Olimpo, Parker, Max
core   +1 more source

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