Simulation validation of moment balancing method for drag-dominant tidal turbines
Drag-dominated turbines play a key role in the application of urban windfarm and multi-flow direction tidal arrays because of their low cut-in speed and omnidirectional characteristics. A performance analysis study of Pinwheel and Savonius tidal turbines has been carried out using Computational Flui...
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Engineering::Mechanical engineering Drag-Dominant Tidal Turbine Performance Optimization Savonius Pinwheel Steady-State |
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Engineering::Mechanical engineering Drag-Dominant Tidal Turbine Performance Optimization Savonius Pinwheel Steady-State Zhang, Yixiao Mittal, Shivansh Ng, Eddie Yin Kwee Simulation validation of moment balancing method for drag-dominant tidal turbines |
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Drag-dominated turbines play a key role in the application of urban windfarm and multi-flow direction tidal arrays because of their low cut-in speed and omnidirectional characteristics. A performance analysis study of Pinwheel and Savonius tidal turbines has been carried out using Computational Fluid Dynamics (CFD) software to define the optimal power coefficient (Cp) and Tip-Speed-Ratios (TSR). The classic Disk Actuator model assumes a fixed virtual disc with or without porous holes perpendicular to the inflow direction. This is unsuitable for drag-dominant turbine because of the rotating virtual disc of the rotor plate of a vertical-axis turbine, the unaccounted bypass flow interaction on the downstream flow boundary for a horizontal-axis turbine, and parasitic force acting on the rotor/support walls for both. Therefore, a more applicable model is required for the tidal turbine realm. The focus of this study is to propose a novel method to find the optimal TSR of a drag-dominant turbine with a cost-effective and user-friendly Moment Balancing algorithm.
The CFD models were inspired and scaled from experimental findings in the literature review. Both models were made comparable using a parametric study to equalize the blockage area at 12%. After careful analysis of different solver settings, steady k-epsilon model was selected, and grid independence tests were conducted. V-shaped TSR matrix was developed with varying turbine rotational speeds and fluid inlet velocity, unlike previous works simulated at a fixed velocity. For Pinwheel and Savonius, the TSR range for simulations is 0.64-5.0 and 0.3-1.0 respectively. Thrust Moment (Acting) is calculated when the turbine is stationary, but the fluid motion exerts load and rotates it. Idle Moment (Resisting) is calculated when the turbine is rotating at a given speed and the water is stationary hence, a load is exerted on the turbine. Linear regression analysis was performed and coefficients for thrust and idle moment were calculated, thus, formulating an equation for the net moment of Pinwheel and Savonius. It is found that the power coefficient is maximum or zero when idle and thrust moment offset each other at the neutral point. The optimal TSR are found for Pinwheel at 2.37 and Savonius at 0.63 with 15.6% and 11.1% error rate respectively for experimental validation.
Based on the findings, thrust and idle moment have a positive and negative quadratic relationship respectively with the inlet velocity. A hill-shaped curve is observed between power coefficient and TSR. The optimal TSR for Pinwheel is higher than Savonius, thereby a higher rotational and lower inlet speed should be adjusted accordingly and vice versa. The proposed algorithm is expected to improve and simplify an engineer’s understanding of the turbine’s optimal TSR by adjusting the rotor speed to suit the inlet flow case. The computational cost is greatly reduced through replacing net moment simulations by combining thrust and idle moment simulations. Upon commercial launch of the algorithm, the tidal energy development will become robust and more affordable. |
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Interdisciplinary Graduate School (IGS) |
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Interdisciplinary Graduate School (IGS) Zhang, Yixiao Mittal, Shivansh Ng, Eddie Yin Kwee |
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Conference or Workshop Item |
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Zhang, Yixiao Mittal, Shivansh Ng, Eddie Yin Kwee |
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Zhang, Yixiao |
title |
Simulation validation of moment balancing method for drag-dominant tidal turbines |
title_short |
Simulation validation of moment balancing method for drag-dominant tidal turbines |
title_full |
Simulation validation of moment balancing method for drag-dominant tidal turbines |
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Simulation validation of moment balancing method for drag-dominant tidal turbines |
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Simulation validation of moment balancing method for drag-dominant tidal turbines |
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simulation validation of moment balancing method for drag-dominant tidal turbines |
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2023 |
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https://hdl.handle.net/10356/169199 https://www.iage-net.org/igec2023 |
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sg-ntu-dr.10356-1691992023-08-02T01:51:28Z Simulation validation of moment balancing method for drag-dominant tidal turbines Zhang, Yixiao Mittal, Shivansh Ng, Eddie Yin Kwee Interdisciplinary Graduate School (IGS) 15th International Green Energy Conference (IGEC-XV) Engineering::Mechanical engineering Drag-Dominant Tidal Turbine Performance Optimization Savonius Pinwheel Steady-State Drag-dominated turbines play a key role in the application of urban windfarm and multi-flow direction tidal arrays because of their low cut-in speed and omnidirectional characteristics. A performance analysis study of Pinwheel and Savonius tidal turbines has been carried out using Computational Fluid Dynamics (CFD) software to define the optimal power coefficient (Cp) and Tip-Speed-Ratios (TSR). The classic Disk Actuator model assumes a fixed virtual disc with or without porous holes perpendicular to the inflow direction. This is unsuitable for drag-dominant turbine because of the rotating virtual disc of the rotor plate of a vertical-axis turbine, the unaccounted bypass flow interaction on the downstream flow boundary for a horizontal-axis turbine, and parasitic force acting on the rotor/support walls for both. Therefore, a more applicable model is required for the tidal turbine realm. The focus of this study is to propose a novel method to find the optimal TSR of a drag-dominant turbine with a cost-effective and user-friendly Moment Balancing algorithm. The CFD models were inspired and scaled from experimental findings in the literature review. Both models were made comparable using a parametric study to equalize the blockage area at 12%. After careful analysis of different solver settings, steady k-epsilon model was selected, and grid independence tests were conducted. V-shaped TSR matrix was developed with varying turbine rotational speeds and fluid inlet velocity, unlike previous works simulated at a fixed velocity. For Pinwheel and Savonius, the TSR range for simulations is 0.64-5.0 and 0.3-1.0 respectively. Thrust Moment (Acting) is calculated when the turbine is stationary, but the fluid motion exerts load and rotates it. Idle Moment (Resisting) is calculated when the turbine is rotating at a given speed and the water is stationary hence, a load is exerted on the turbine. Linear regression analysis was performed and coefficients for thrust and idle moment were calculated, thus, formulating an equation for the net moment of Pinwheel and Savonius. It is found that the power coefficient is maximum or zero when idle and thrust moment offset each other at the neutral point. The optimal TSR are found for Pinwheel at 2.37 and Savonius at 0.63 with 15.6% and 11.1% error rate respectively for experimental validation. Based on the findings, thrust and idle moment have a positive and negative quadratic relationship respectively with the inlet velocity. A hill-shaped curve is observed between power coefficient and TSR. The optimal TSR for Pinwheel is higher than Savonius, thereby a higher rotational and lower inlet speed should be adjusted accordingly and vice versa. The proposed algorithm is expected to improve and simplify an engineer’s understanding of the turbine’s optimal TSR by adjusting the rotor speed to suit the inlet flow case. The computational cost is greatly reduced through replacing net moment simulations by combining thrust and idle moment simulations. Upon commercial launch of the algorithm, the tidal energy development will become robust and more affordable. Nanyang Technological University Published version The authors would like to offer their appreciation and thanks to Collaborative Initiative, Interdisciplinary Graduate Programme, Nanyang Technological University, Singapore for the support in computing facility in model optimization and IGP scholarship. 2023-07-25T04:54:53Z 2023-07-25T04:54:53Z 2023 Conference Paper Zhang, Y., Mittal, S. & Ng, E. Y. K. (2023). Simulation validation of moment balancing method for drag-dominant tidal turbines. 15th International Green Energy Conference (IGEC-XV). https://hdl.handle.net/10356/169199 https://www.iage-net.org/igec2023 en © 2023 The Author(s). Published by International Association for Green Energy. This paper was published in the Proceedings of 15th International Green Energy Conference (IGEC-XV) and is made available with permission of The Author(s). application/pdf |