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description Publicationkeyboard_double_arrow_right Article , Conference object 2022 ItalyPublisher:IOP Publishing Funded by:EC | FLOAWER, EC | MoSaiQCEC| FLOAWER ,EC| MoSaiQCAuthors:Montenegro Montero, M;
Arcari, V;Montenegro Montero, M
Montenegro Montero, M in OpenAIRECacciola, S;
Cacciola, S
Cacciola, S in OpenAIRECroce, A;
Croce, A
Croce, A in OpenAIREhandle: 11311/1217610
Abstract Dynamic Induction Control (DIC) has been recently proposed as means for enhancing wake recovery and, in turn, for increasing the overall produced power. A faster wake recovery is triggered by a Periodic Collective Motion (PCM), following a single sine function (S-PCM), or by a combination of Gaussian functions (G-PCM). Both techniques are associated with power gains in simple two- or three-turbine farms, but entail an increase in machine loading. A technique named the Helix approach generates a dynamic induction through a thrust that varies in direction but not in magnitude, reducing the tower loading. This work aims to analyse the impact of bluff bodies, such as nacelle and tower on the performances of PCD techniques, and to quantify the DIC impact on the loads. A 5 MW reference wind turbine is used for the model, implemented in OpenFAST and SOWFA to perform large-eddy simulations (LES). The results obtained at a distance of 3D downstream, show less evidence of the bluff bodies using the PCM than the baseline, as an effect of the increased in-wake mixing. In a two-turbine wind farm with a separation of 3D between turbines, this effect leads to an increment in the overall power output of the farm, despite the presence of the tower and nacelle. The blockage itself does not seem to hamper the effectiveness of DIC. In both cases, DIC is responsible for an increment of about 7% in the overall power output.
RE.PUBLIC@POLIMI Res... arrow_drop_down RE.PUBLIC@POLIMI Research Publications at Politecnico di MilanoConference object . 2022Journal of Physics : Conference SeriesArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Crossrefhttp://dx.doi.org/10.1088/1742...Conference object . 2022Data sources: European Union Open Data Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 2 citations 2 popularity Average influence Average impulse Average Powered by BIP!
more_vert RE.PUBLIC@POLIMI Res... arrow_drop_down RE.PUBLIC@POLIMI Research Publications at Politecnico di MilanoConference object . 2022Journal of Physics : Conference SeriesArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Crossrefhttp://dx.doi.org/10.1088/1742...Conference object . 2022Data sources: European Union Open Data Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2018 ItalyPublisher:Elsevier BV Authors: Pierluigi Montinari; Federico Gualdoni;Carlo L. Bottasso;
Carlo L. Bottasso; +1 AuthorsCarlo L. Bottasso
Carlo L. Bottasso in OpenAIREPierluigi Montinari; Federico Gualdoni;Carlo L. Bottasso;
Carlo L. Bottasso;Carlo L. Bottasso
Carlo L. Bottasso in OpenAIREAlessandro Croce;
Alessandro Croce
Alessandro Croce in OpenAIREhandle: 11311/1049596
Abstract The paper characterizes the performance of a passive flap concept when applied to a modern very large conceptual wind turbine. The passive flap responds automatically to blade and/or tower vibrations, inducing a change of camber that opposes dynamic loads on the wind turbine. This is obtained in a purely passive manner, without the need for actuators or sensors. The present study is based on a detailed, geometrically exact multibody formulation of the device, which is able to capture all kinematic and structural dynamic effects of this inertia-driven device. The present modeling of the passive device improves on previous studies conducted with simplified models. Results show a significant ability in the reduction of both fatigue and ultimate loads, including the case of flap-specific fault scenarios. Solutions for limiting losses in energy yield caused by non-null average flap rotations in the partial load region are also investigated. The present analysis motivates further studies aimed at reaping the benefits of load alleviation enabled by the passive flap, for example by designing a new enlarged rotor at similar key loads on the rest of the machine.
RE.PUBLIC@POLIMI Res... arrow_drop_down Journal of Wind Engineering and Industrial AerodynamicsArticle . 2018 . Peer-reviewedLicense: Elsevier TDMData sources: CrossrefJournal of Wind Engineering and Industrial AerodynamicsJournalData sources: Microsoft Academic Graphadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen 9 citations 9 popularity Top 10% influence Average impulse Average Powered by BIP!
more_vert RE.PUBLIC@POLIMI Res... arrow_drop_down Journal of Wind Engineering and Industrial AerodynamicsArticle . 2018 . Peer-reviewedLicense: Elsevier TDMData sources: CrossrefJournal of Wind Engineering and Industrial AerodynamicsJournalData sources: Microsoft Academic Graphadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2019 Italy, NetherlandsPublisher:Copernicus GmbH Funded by:EC | CL-WindconEC| CL-WindconAuthors:Frederik, Joeri Alexis;
Weber, Robin;Frederik, Joeri Alexis
Frederik, Joeri Alexis in OpenAIRECacciola, Stefano;
Cacciola, Stefano
Cacciola, Stefano in OpenAIRECampagnolo, Filippo;
+3 AuthorsCampagnolo, Filippo
Campagnolo, Filippo in OpenAIREFrederik, Joeri Alexis;
Weber, Robin;Frederik, Joeri Alexis
Frederik, Joeri Alexis in OpenAIRECacciola, Stefano;
Cacciola, Stefano
Cacciola, Stefano in OpenAIRECampagnolo, Filippo;
Campagnolo, Filippo
Campagnolo, Filippo in OpenAIRECroce, Alessandro;
Croce, Alessandro
Croce, Alessandro in OpenAIREBottasso, Carlo;
Bottasso, Carlo
Bottasso, Carlo in OpenAIREvan Wingerden, Jan-Willem;
van Wingerden, Jan-Willem
van Wingerden, Jan-Willem in OpenAIREAbstract. In this paper, the potential of Dynamic Induction Control (DIC), which has shown promising results in recent simulation studies, is further investigated. When this control strategy is implemented, a turbine varies its induction factor dynamically over time. In this paper, only periodic variation, where the input is a sinusoid, are studied. A proof of concept for this periodic DIC approach will be given by execution of scaled wind tunnel experiments, showing for the first time that this approach can yield power gains in real-world wind farms. Furthermore, the effects on the Damage Equivalent Loads (DEL) of the turbine are evaluated in a simulation environment. These indicate that the increase in DEL on the excited turbine is limited.
RE.PUBLIC@POLIMI Res... arrow_drop_down https://doi.org/10.5194/wes-20...Article . 2019 . Peer-reviewedLicense: CC BYData sources: CrossrefDelft University of Technology: Institutional RepositoryArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-2019-50&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 67 citations 67 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!
visibility 15visibility views 15 download downloads 24 Powered bymore_vert RE.PUBLIC@POLIMI Res... arrow_drop_down https://doi.org/10.5194/wes-20...Article . 2019 . Peer-reviewedLicense: CC BYData sources: CrossrefDelft University of Technology: Institutional RepositoryArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-2019-50&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2016 ItalyPublisher:Copernicus GmbH Funded by:EC | INNWIND.EUEC| INNWIND.EUAuthors:Carlo L. Bottasso;
Carlo L. Bottasso;Carlo L. Bottasso
Carlo L. Bottasso in OpenAIREAlessandro Croce;
Alessandro Croce
Alessandro Croce in OpenAIREPietro Bortolotti;
Pietro Bortolotti
Pietro Bortolotti in OpenAIREhandle: 11311/999396
Abstract. This paper is concerned with the holistic optimization of wind turbines. A multi-disciplinary optimization procedure is presented that marries the overall sizing of the machine in terms of rotor diameter and tower height (often termed “preliminary design”) with the detailed sizing of its aerodynamic and structural components. The proposed combined preliminary–detailed approach sizes the overall machine while taking into full account the subtle and complicated couplings that arise due to the mutual effects of aerodynamic and structural choices. Since controls play a central role in dictating performance and loads, control laws are also updated accordingly during optimization. As part of the approach, rotor and tower are sized simultaneously, even in this case capturing the mutual effects of one component over the other due to the tip clearance constraint. The procedure, here driven by detailed models of the cost of energy, results in a complete aero-structural design of the machine, including its associated control laws. The proposed methods are tested on the redesign of two wind turbines, a 2.2 MW onshore machine and a large 10 MW offshore one. In both cases, the optimization leads to significant changes with respect to the initial baseline configurations, with noticeable reductions in the cost of energy. The novel procedures are also exercised on the design of low-induction rotors for both considered wind turbines, showing that they are typically not competitive with conventional high-efficiency rotors.
RE.PUBLIC@POLIMI Res... arrow_drop_down http://dx.doi.org/10.5194/wes-...Other literature typeData sources: European Union Open Data Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-1-71-2016&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 66 citations 66 popularity Top 1% influence Top 10% impulse Top 10% Powered by BIP!
more_vert RE.PUBLIC@POLIMI Res... arrow_drop_down http://dx.doi.org/10.5194/wes-...Other literature typeData sources: European Union Open Data Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-1-71-2016&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2024Publisher:Copernicus GmbH Authors:Alessandro Croce;
Alessandro Croce
Alessandro Croce in OpenAIREStefano Cacciola;
Federico Isella;Stefano Cacciola
Stefano Cacciola in OpenAIREAbstract. Power derating and wake redirection are two wind farm control techniques proposed in the last decade as means for increasing the overall wind farm power output. While derating operations are associated with a limited gain in terms of farm energy harvesting and with a decrease in turbine loading levels, farm controls based on wake redirection proved, both in silico and experimental tests, to entail significant increases in the overall wind farm power output. However, according to wake redirection strategies, the upstream wind turbines may typically operate at large yaw misalignment angles, and the possible increase in loads that the machines may experience in such conditions represents a source of concern when it comes to testing this control on existing farms that are not specifically designed for prolonged misaligned operations. In this work, it is first demonstrated that a suitable derating level can compensate for the increase in the rotor loads associated with large misalignment angles. Secondarily, two load-constrained wind farm controls based on a combination of wake redirection and derating are proposed with the aim of maximizing the overall farm output while maintaining unaltered design load envelope of the wind turbines operating within the controlled wind farm.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-9-1211-2024&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routesgold 1 citations 1 popularity Average influence Average impulse Average Powered by BIP!
more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-9-1211-2024&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2020Publisher:Copernicus GmbH Funded by:EC | CL-Windcon, FCT | D4EC| CL-Windcon ,FCT| D4Authors:Alessandro Croce;
Alessandro Croce
Alessandro Croce in OpenAIREStefano Cacciola;
Luca Sartori; Paride De Fidelibus;Stefano Cacciola
Stefano Cacciola in OpenAIREdoi: 10.5194/wes-2019-103
Abstract. Wind farm control is one of the solutions recently proposed to increase the overall energy production of a wind power plant. A generic wind farm control is typically synthesized so as to optimize the energy production of the entire wind farm by reducing the detrimental effects due to wake-turbine interactions. As a matter of fact, the performance of a farm control is typically measured by looking mainly at the increase of produced power, possibly weighted with the wind Weibull and rose at a specific place, and, sometimes, by looking also at the fatigue loads. However, an aspect which is rather overlooked is the evaluation of the impact that a farm control law has on the maximum loads and on the dynamic responses under extreme conditions of the individual wind turbine. In this work, two promising wind farm controls, based respectively on Wake Redirection (WR) and Dynamic Induction Control (DIC) strategy, are evaluated at a single wind turbine level. To do so, a two-pronged analysis is performed. Firstly, the control techniques are evaluated in terms of the related impact on some specific key performance indicators (e.g. fatigue and ultimate loads, actuator duty cycle and annual energy production). Secondarily, an optimal blade redesign process, which takes into account the presence of the wind farm control, is performed with the goal of quantifying the possible modification in the structure of the blade and hence of quantifying the impact of the control on the Cost of Energy model.
https://doi.org/10.5... arrow_drop_down https://doi.org/10.5194/wes-20...Article . 2020 . Peer-reviewedLicense: CC BYData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-2019-103&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 3 citations 3 popularity Top 10% influence Average impulse Average Powered by BIP!
more_vert https://doi.org/10.5... arrow_drop_down https://doi.org/10.5194/wes-20...Article . 2020 . Peer-reviewedLicense: CC BYData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/wes-2019-103&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2012 ItalyPublisher:Wiley Authors:BOTTASSO, CARLO LUIGI;
BOTTASSO, CARLO LUIGI
BOTTASSO, CARLO LUIGI in OpenAIRECAMPAGNOLO, FILIPPO;
CAMPAGNOLO, FILIPPO
CAMPAGNOLO, FILIPPO in OpenAIRECROCE, ALESSANDRO;
CROCE, ALESSANDRO
CROCE, ALESSANDRO in OpenAIREC. Tibaldi;
C. Tibaldi
C. Tibaldi in OpenAIREdoi: 10.1002/we.1543
handle: 11311/683398
ABSTRACTThis work is concerned with the design of wind turbine blades with bend‐twist‐to‐feather coupling that self‐react to wind fluctuations by reducing the angle of attack, thereby inducing a load mitigation effect. This behavior is obtained here by exploiting the orthotropic properties of composite materials by rotating the fibers away from the pitch axis.The first part of this study investigates the possible configurations for achieving bend‐twist coupling. At first, fully coupled blades are designed by rotating the fibers for the whole blade span, and a best compromise solution is found to limit weight increase by rotations both in the spar caps and in the skin. Next, partially coupled blades are designed where fibers are rotated only on the outboard part of the blade, this way achieving good load mitigation capabilities together with weight savings. All blades are designed with a multilevel constrained optimization procedure, on the basis of combined cross‐sectional, multibody aero‐servo‐elastic and three‐dimensional finite element models.Finally, the best configuration of the passive coupled blade is combined with an active individual pitch controller. The synergistic use of passive and active load mitigation technologies is shown to allow for significant load reductions while limiting the increase in actuator duty cycle, thanks to the opposite effects on this performance metric of the passive and active control solutions. Copyright © 2012 John Wiley & Sons, Ltd.
Wind Energy arrow_drop_down Wind EnergyArticle . 2012 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1002/we.1543&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routesgold 95 citations 95 popularity Top 10% influence Top 1% impulse Top 10% Powered by BIP!
more_vert Wind Energy arrow_drop_down Wind EnergyArticle . 2012 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1002/we.1543&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Part of book or chapter of book , Other literature type 2020 Netherlands, ItalyPublisher:Springer International Publishing Authors: González-Salcedo, Álvaro;Croce, Alessandro;
Croce, Alessandro
Croce, Alessandro in OpenAIREArce León, Carlos;
Nayeri, Christian Navid; +3 AuthorsArce León, Carlos
Arce León, Carlos in OpenAIREGonzález-Salcedo, Álvaro;Croce, Alessandro;
Croce, Alessandro
Croce, Alessandro in OpenAIREArce León, Carlos;
Nayeri, Christian Navid; Baldacchino, Daniel; Vimalakanthan, Kisorthman; Barlas, Thanasis;Arce León, Carlos
Arce León, Carlos in OpenAIREThis chapter focuses on the application of passive flow control technologies to wind turbine blades. The motivation of using these technologies is always an enhancement of the wind turbine performance (increase of power production, load reduction, noise reduction, etc.) in comparison to the standard blade. Passive flow control solutions can be limited to static add-ons or involve more significant modifications of the blade for dynamic approaches. Furthermore, these technologies can be included in the initial design of the blade or included later as add-ons to improve the performance of an existing blade design. A large number of passive technologies have been proposed for wind turbine applications, although the level of maturity is not the same for all of them ranging from conceptual studies in some cases to commercial products in others. Some representative examples of specific technologies are included in this chapter: vortex generators, static miniflaps, root spoilers, serrations, winglets, passive flaps, and aeroelastic coupling. For each technology, some aspects related to the state of the art, main concept, impact on the wind turbine performance, application, and design have been described. Finally, passive flow control technologies have to be integrated into the design process of wind turbines. To select and properly apply the most suitable technology for each specific problem, the chapter highlights the importance of modeling tools, design methodologies, objectives and restrictions, design parameters, and scale of impact of each passive flow control solution. In addition, from a general point of view, some design guidelines have been mentioned.
RE.PUBLIC@POLIMI Res... arrow_drop_down RE.PUBLIC@POLIMI Research Publications at Politecnico di MilanoPart of book or chapter of book . 2020https://doi.org/10.1007/978-3-...Part of book or chapter of book . 2020 . Peer-reviewedLicense: Springer TDMData sources: Crossrefhttps://doi.org/10.1007/978-3-...Part of book or chapter of book . 2022 . Peer-reviewedLicense: Springer TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1007/978-3-030-05455-7_6-1&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu5 citations 5 popularity Top 10% influence Average impulse Average Powered by BIP!
more_vert RE.PUBLIC@POLIMI Res... arrow_drop_down RE.PUBLIC@POLIMI Research Publications at Politecnico di MilanoPart of book or chapter of book . 2020https://doi.org/10.1007/978-3-...Part of book or chapter of book . 2020 . Peer-reviewedLicense: Springer TDMData sources: Crossrefhttps://doi.org/10.1007/978-3-...Part of book or chapter of book . 2022 . Peer-reviewedLicense: Springer TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1007/978-3-030-05455-7_6-1&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2024Publisher:Elsevier BV Authors: Sabrina Milani; Jessica Leoni;Stefano Cacciola;
Stefano Cacciola
Stefano Cacciola in OpenAIREAlessandro Croce;
+1 AuthorsAlessandro Croce
Alessandro Croce in OpenAIRESabrina Milani; Jessica Leoni;Stefano Cacciola;
Stefano Cacciola
Stefano Cacciola in OpenAIREAlessandro Croce;
Mara Tanelli;Alessandro Croce
Alessandro Croce in OpenAIREAbstract. In recent years, timely anomaly detection in wind turbine operations, especially offshore, has become critical. Yet, promptly identifying faults and damage remains a significant challenge, leading to costly maintenance and consumption of resources. Rotor blade pitch misalignment constitutes an essential issue, causing downtime and reduced energy production. Traditional inspection methods are resource-intensive, time-consuming, and also struggle to identify the specific misaligned blades. In addition, their accuracy degrades in the case of small misalignments and strongly depends on the wind regimes, as they are less reliable in turbulence. The absence of an effective automatic solution persists, requiring costly on-site verification. To tackle this challenge, this paper introduces a novel machine-learning-based approach that relies on the combination of random forest classifier instances and linear regression for automatic pitch misalignment detection and localization. This approach not only localizes the affected blades but also detects small misalignments as low as 0.1°. Validation using virtual data coming from a state-of-the-art simulator shows the approach's ability to detect and localize misalignment accurately, even with multiple misaligned blades and in different turbulence conditions, achieving an F1 score exceeding 93 %. Additionally, regression analysis proves the capability of the framework to detect misalignments as low as 0.1° with a root mean square error of 5.48 %. The methodology relies on features extracted from a limited set of sensors already integrated into modern wind turbine systems. Specifically, the extracted indicators are designed to effectively integrate frequency and time domain information on turbine operating conditions, enabling high detection performance even in turbulent wind regimes. The approach is validated across an extended operational envelope using data gathered from a state-of-the-art simulation model commonly used for designing and certifying commercial wind turbine systems.
Wind Energy Science arrow_drop_down https://doi.org/10.5194/wes-20...Article . 2024 . Peer-reviewedLicense: CC BYData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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more_vert Wind Energy Science arrow_drop_down https://doi.org/10.5194/wes-20...Article . 2024 . Peer-reviewedLicense: CC BYData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Conference object 2022 ItalyPublisher:IOP Publishing Funded by:EC | MoSaiQC, EC | FLOAWEREC| MoSaiQC ,EC| FLOAWERAuthors: Yilmazlar, Kutay;Cacciola, Stefano;
Alfonso Rodriguez, Maryi Xiolesmy;Cacciola, Stefano
Cacciola, Stefano in OpenAIRECroce, Alessandro;
Croce, Alessandro
Croce, Alessandro in OpenAIREhandle: 11311/1217607
Abstract The goal of any multidisciplinary design optimization problem for wind power plants is to reduce the overall levelized cost of the energy. When it comes to designing a wind farm, one has to find the best combination of multiple parameters, such as turbine types, turbine dimensions and farm layout, to ensure the minimum cost. Clearly, since any design parameter may affect several cost items and performance indices of a farm, the most cost-effective solution should handle the mutual coupling among all design variables. For example, increasing the turbine spacing surely has a positive impact on energy production due to the minimization of wake losses, but, at the same time, may have a detrimental impact on the cost of cabling. In order to assist multidisciplinary design activities for wind farms and wind turbines, the present work is aimed at developing a tool for preliminary estimation of the levelized cost of energy of land- and sea-based wind farms. Such a tool is based on a modular architecture, which will ease the integration of the tool in a multi-level design framework. Each module of the tool implements one or more engineering models to estimate all cost items along with the annual energy production of the farm, starting from a few pieces of information related to turbine types and dimensions, farm geometry and wind conditions.
RE.PUBLIC@POLIMI Res... arrow_drop_down RE.PUBLIC@POLIMI Research Publications at Politecnico di MilanoConference object . 2022Journal of Physics : Conference SeriesArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Crossrefhttp://dx.doi.org/10.1088/1742...Conference object . 2022Data sources: European Union Open Data Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 1 citations 1 popularity Average influence Average impulse Average Powered by BIP!
more_vert RE.PUBLIC@POLIMI Res... arrow_drop_down RE.PUBLIC@POLIMI Research Publications at Politecnico di MilanoConference object . 2022Journal of Physics : Conference SeriesArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Crossrefhttp://dx.doi.org/10.1088/1742...Conference object . 2022Data sources: European Union Open Data Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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