A Multi-objective Optimization Model for Determining the Performance of a Sailboat
Yıl: 2022 Cilt: 10 Sayı: 3 Sayfa Aralığı: 177 - 184 Metin Dili: İngilizce DOI: 10.4274/jems.2022.24392 İndeks Tarihi: 27-10-2022
A Multi-objective Optimization Model for Determining the Performance of a Sailboat
Öz: The current research is focused on determining the optimum true wind angle (TWA or βTW). A model is developed to calculate the wind angle at which a sailboat’s optimum performance can be achieved. First, the equations for the hull speed, velocity made good (VMG), and the heel angle are determined through the regression analysis by using the data produced by the velocity prediction program analysis. The equations are written for true wind velocities (VTW), with the independent variable being TWA. Later, a multiobjective optimization model is developed, and the wind angles providing the maximum benefit at the respective wind velocities are determined. The goal of the model is to maximize the hull speed and VMG while minimizing the heel angle. The simulated annealing algorithm is employed. Consequently, TWAs providing the optimum performance of a specific sailboat at various wind velocities are calculated.
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
- [1] A. K. Wiersma, “On the optimization of the thrust of a yacht sailing to windward,” Journal of Engineering Mathematics, vol. 13, pp. 289-316, Oct 1979.
- [2] A. H. Day, “Sail optimization for maximal speed,” Journal of Wind Engineering and Industrial Aerodynamics, vol. 63, pp. 131-154, Oct 1996.
- [3] T. Sugimoto, “A method for optimizing sail design,” Sports Engineering, vol. 2, no. 1, pp. 35-48, 1999. doi.org/10.1046/ j.1460-2687.1999.00017.x
- [4] A. Philpott, and A. Mason, “Optimising yacht routes under uncertainty,” in the 15th Cheasapeake Sailing Yacht Symposium, 2001.
- [5] C. M. Mairs, Aerodynamic-structural model of offwind yacht sails, University of Maryland, College Park, 2003.
- [6] A. B. Philpott, “Stochastic Optimization and Yacht Racing,” in Applications of Stochastic Programming: Society for Industrial and Applied Mathematics, 2005, pp. 315-336.
- [7] D. S. Ferguson and P. Elinas, “A Markov Decision Process Model for Strategic Decision Making in Sailboat Racing,” Berlin, Heidelberg, 2011: Springer Berlin Heidelberg, in Advances in Artificial Intelligence, pp. 110-121.
- [8] L. Xiao, J. C. Alves, N. A. Cruz, and J. Jouffroy, “Online speed optimization for sailing yachts using extremum seeking,” Oceans, pp. 1-6, Oct 2012.
- [9] F. Tagliaferri, A. B. Philpott, I. M. Viola, and R. G. J. Flay, “On risk attitude and optimal yacht racing tactics,” Ocean Engineering, vol. 90, pp. 149-154, Nov 2014.
- [10] R. C. Dalang, F. Dumas, S. Sardy, S. Morgenthaler, and J. Vila, “Stochastic optimization of sailing trajectories in an upwind regatta,” Journal of the Operational Research Society, vol. 66, pp. 807-821, 2015.
- [11] F. Tagliaferri and I. M. Viola, “A real-time strategy-decision program for sailing yacht races,” Ocean Engineering, vol. 134, pp. 129-139, April 2017.
- [12] R. Ferretti, and A. Festa, “Optimal Route Planning for Sailing Boats: A Hybrid Formulation,” Journal of Optimization Theory and Applications, vol. 181, pp. 1015-1032, March 2019.
- [13] S. Sarı, and M. Aydın, “Parametric Sail Analysis of Sailing Yachts in 9-20 Meters.”, Journal of ETA Maritime Science, vol. 7, pp. 332- 343, Dec 2019.
- [14] H. Kemali, et al. “Investigation of the Effect of Leading Edge Tubercles on Wingsail Performance.”, Journal of ETA Maritime Science, vol. 8, pp. 54-65, March 2020.
- [15] Bentley Systems, Incorporated. “Maxsurf VPP User Manual,” 2013.
- [16] S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, “Optimization by Simulated Annealing,” Science, vol. 220, pp. 671-680, May 1983.
- [17] V. Černý, “Thermodynamical approach to the traveling salesman problem: An efficient simulation algorithm,” Journal of Optimization Theory and Applications, vol. 45, pp. 41-51, Jan 1985.
- [18] X. S. Yang, Engineering Optimization: An Introduction with Metaheuristic Applications. Hoboken, N.J.: Wiley, 2010.
- [19] E. G. Talbi, Metaheuristics: from design to implementation. John Wiley & Sons, 2010.
- [20] W. A. Poe and S. Mokhatab, "Modeling, Control, and Optimization of Natural Gas Processing Plants." Gulf professional publishing, 2017.
- [21] P. E. Mergos and A. Sextos, “Multi-objective optimum selection of ground motion records with genetic algorithms,” in 16 th European Conference on Earthquake Engineering- 16ECEE, Thessaloniki, Greece, 18-21 June 2018.
| APA | KAFALI M, AKSU E (2022). A Multi-objective Optimization Model for Determining the Performance of a Sailboat. , 177 - 184. 10.4274/jems.2022.24392 |
| Chicago | KAFALI MUSTAFA,AKSU Erhan A Multi-objective Optimization Model for Determining the Performance of a Sailboat. (2022): 177 - 184. 10.4274/jems.2022.24392 |
| MLA | KAFALI MUSTAFA,AKSU Erhan A Multi-objective Optimization Model for Determining the Performance of a Sailboat. , 2022, ss.177 - 184. 10.4274/jems.2022.24392 |
| AMA | KAFALI M,AKSU E A Multi-objective Optimization Model for Determining the Performance of a Sailboat. . 2022; 177 - 184. 10.4274/jems.2022.24392 |
| Vancouver | KAFALI M,AKSU E A Multi-objective Optimization Model for Determining the Performance of a Sailboat. . 2022; 177 - 184. 10.4274/jems.2022.24392 |
| IEEE | KAFALI M,AKSU E "A Multi-objective Optimization Model for Determining the Performance of a Sailboat." , ss.177 - 184, 2022. 10.4274/jems.2022.24392 |
| ISNAD | KAFALI, MUSTAFA - AKSU, Erhan. "A Multi-objective Optimization Model for Determining the Performance of a Sailboat". (2022), 177-184. https://doi.org/10.4274/jems.2022.24392 |
| APA | KAFALI M, AKSU E (2022). A Multi-objective Optimization Model for Determining the Performance of a Sailboat. Journal of Eta Maritime Science, 10(3), 177 - 184. 10.4274/jems.2022.24392 |
| Chicago | KAFALI MUSTAFA,AKSU Erhan A Multi-objective Optimization Model for Determining the Performance of a Sailboat. Journal of Eta Maritime Science 10, no.3 (2022): 177 - 184. 10.4274/jems.2022.24392 |
| MLA | KAFALI MUSTAFA,AKSU Erhan A Multi-objective Optimization Model for Determining the Performance of a Sailboat. Journal of Eta Maritime Science, vol.10, no.3, 2022, ss.177 - 184. 10.4274/jems.2022.24392 |
| AMA | KAFALI M,AKSU E A Multi-objective Optimization Model for Determining the Performance of a Sailboat. Journal of Eta Maritime Science. 2022; 10(3): 177 - 184. 10.4274/jems.2022.24392 |
| Vancouver | KAFALI M,AKSU E A Multi-objective Optimization Model for Determining the Performance of a Sailboat. Journal of Eta Maritime Science. 2022; 10(3): 177 - 184. 10.4274/jems.2022.24392 |
| IEEE | KAFALI M,AKSU E "A Multi-objective Optimization Model for Determining the Performance of a Sailboat." Journal of Eta Maritime Science, 10, ss.177 - 184, 2022. 10.4274/jems.2022.24392 |
| ISNAD | KAFALI, MUSTAFA - AKSU, Erhan. "A Multi-objective Optimization Model for Determining the Performance of a Sailboat". Journal of Eta Maritime Science 10/3 (2022), 177-184. https://doi.org/10.4274/jems.2022.24392 |
