Panagiotis Dafnakis

Mr. Panagiotis Dafnakis

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Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 January 2020 in Applied Ocean Research
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ABAmneet Pal Singh Bhalla
Amneet Pal Singh Bhalla
NNNishant Nangia
Nishant Nangia
PDPanagiotis Dafnakis
Panagiotis Dafnakis
Giovanni BraccoGiovanni Bracco
Giovanni Bracco
GMGiuliana Mattiazzo
Giuliana Mattiazzo

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Sergej Antonello SiriguSergej Antonello Sirigu
Sergej Antonello Sirigu
MAURO BONFANTIMAURO BONFANTI
MAURO BONFANTI
Ermina BegovicErmina Begovic
Ermina Begovic
Carlo Francesco Mario BertorelloCarlo Francesco Mario Bertorello
Carlo Francesco Mario Bertorello
PDPanagiotis Dafnakis
Panagiotis Dafnakis
Giuliana MattiazzoGiuliana Mattiazzo
Giuliana Mattiazzo
A proper design of the mooring systems for Wave Energy Converters (WECs) requires an accurate investigation of both operating and extreme wave conditions. A careful analysis of these systems is required to design a mooring configuration that ensures station keeping, reliability, maintainability, and low costs, without affecting the WEC dynamics. In this context, an experimental campaign on a 1:20 scaled prototype of the ISWEC (Inertial Sea Wave Energy Converter), focusing on the influence of the mooring layout on loads in extreme wave conditions, is presented and discussed. Two mooring configurations composed of multiple slack catenaries with sub-surface buoys, with or without clump-weights, have been designed and investigated experimentally. Tests in regular, irregular, and extreme waves for a moored model of the ISWEC device have been performed at the University of Naples Federico II. The aim is to identify a mooring solution that could guarantee both correct operation of the device and load carrying in extreme sea conditions. Pitch motion and loads in the rotational joint have been considered as indicators of the device hydrodynamic behavior and mooring configuration impact on the WEC.

1 September 2020 in Physics of Fluids
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Journal Article
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PDPanagiotis Dafnakis
Panagiotis Dafnakis
ABAmneet Bhalla
Amneet Bhalla
SSSergej Antonello Sirigu
Sergej Antonello Sirigu
MBMauro Bonfanti
Mauro Bonfanti
Giovanni BraccoGiovanni Bracco
Giovanni Bracco
GMGiuliana Mattiazzo
Giuliana Mattiazzo
In this paper, we compare the heave, surge, and pitch dynamics of a submerged cylindrical point absorber, simulated using potential flow and fully resolved computational fluid dynamics (CFD) models. The potential flow model is based on the time-domain Cummins equation, whereas the CFD model uses the fictitious domain Brinkman penalization technique. The submerged cylinder is tethered to the seabed using a power take-off (PTO) unit, which restrains the heave, surge, and pitch motions of the converter and absorbs energy from all three modes. It is demonstrated that the potential theory overpredicts the amplitudes of heave and surge motions, whereas it results in an insignificant pitch for a fully submerged axisymmetric converter. It also underestimates the slow drift of the buoy, which the CFD model is able to capture reliably. Furthermore, we use fully resolved CFD simulations to study the performance of a three degrees of freedom cylindrical buoy under varying PTO coefficients, mass density of the buoy, and incoming wave heights. It is demonstrated that the PTO coefficients predicted by the linear potential theory are sub-optimal for waves of moderate and high steepness. The wave absorption efficiency improves significantly when a value higher than the predicted value of the PTO damping is selected. Simulations with different mass densities of the buoy show that converters with low mass densities have an increased tension in their PTO and mooring lines. Moreover, the mass density also influences the range of resonance periods of the device. Finally, simulations with different wave heights show that at higher heights, the wave absorption efficiency of the converter decreases and a large portion of available wave power remains unabsorbed.

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MAURO BONFANTIMAURO BONFANTI
MAURO BONFANTI
AHAndrew Hillis
Andrew Hillis
Sergej Antonello SiriguSergej Antonello Sirigu
Sergej Antonello Sirigu
PDPanagiotis Dafnakis
Panagiotis Dafnakis
Giovanni BraccoGiovanni Bracco
Giovanni Bracco
APAndrew Plummer
Andrew Plummer
Optimal control strategies represent a widespread solution to increase the extracted energy of a Wave Energy Converter (WEC). The aim is to bring the WEC into resonance enhancing the produced power without compromising its reliability and durability. Most of the control algorithms proposed in literature require for the knowledge of the Wave Excitation Force (WEF) generated from the incoming wave field. In practice, WEFs are unknown, and an estimate must be used. This paper investigates the WEF estimation of a non-linear WEC. A model-based and a model-free approach are proposed. First, a Kalman Filter (KF) is implemented considering the WEC linear model and the WEF modelled as an unknown state to be estimated. Second, a feedforward Neural Network (NN) is applied to map the WEC dynamics to the WEF by training the network through a supervised learning algorithm. Both methods are tested for a wide range of irregular sea-states showing promising results in terms of estimation accuracy. Sensitivity and robustness analyses are performed to investigate the estimation error in presence of un-modelled phenomena, model errors and measurement noise.

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MRMarcello Rava
Marcello Rava
PDPanagiotis Dafnakis
Panagiotis Dafnakis
VMVittorio Martini
Vittorio Martini
Giuseppe GiorgiGiuseppe Giorgi
Giuseppe Giorgi
VOVincenzo Orlando
Vincenzo Orlando
AGAndrea Gulisano
Andrea Gulisano
This work presents the Water Energy Point Absorber (WEPA), which is a heaving single-buoy point absorber optimized for a specific site off the west coast of Sardinia Island. The aim of the study is to present the optimization process undertaken to identify the best configuration in terms of performance and cost. The optimization is carried out thanks to a simulation tool developed in Matlab-Simulink environment and verified through to the commercial software Orcaflex. Simulations are performed in the time domain with the installation site’s waves as input. The hydrodynamics parameters are computed thanks to the commercial software Ansys Aqwa and given to the model as input. The yearly energy production is computed as output for each configuration. Several parametric analyses are performed to identify the optimal Power Take Off (PTO) and buoy size. Among the main findings, it shall be mentioned that the PTO-rated torque has a strong influence on the energy production, higher PTO-rated torque proved to have better performance. The optimal hull size is strictly related to the incoming waves, and for the given site the smaller hulls are performing better than larger ones. The hull height, hull mass and hull draft have little impact on productivity. Finally, a comprehensive techno–economic analysis is performed, showing that the best configuration can be identified only after a detailed feasibility study and rigorous cost analysis.