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Research Article

Causal-relationship-assisted shape design optimization for blended-wing-body underwater gliders

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Pages 963-995 | Received 08 Nov 2022, Accepted 03 May 2023, Published online: 05 Jun 2023

References

  • Alam, Khairul, Tapabrata Ray, and Sreenatha G. Anavatti. 2014. “Design and Construction of an Autonomous Underwater Vehicle.” Neurocomputing 142: 16–29. doi:10.1016/j.neucom.2013.12.055.
  • Bachmayer, R., N. Ehrich Leonard, J. Graver, E. Fiorelli, P. Bhatta, and D. Paley 2004. “Underwater Gliders: Recent Developments and Future Applications.” Underwater Technology 0-7803-8541-1: UT 04. doi:10.1109/UT.2004.1405540.
  • Bader, J., and E. Zitzler. 2011. “Hype: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization.” Evolutionary Computation 19 (1): 45–76. doi:10.1162/EVCO_a_00009
  • Berveglieri, N., B. Derbel, A. Liefooghe, H. Aguirre, Q. Zhang, and K. Tanaka. 2020. “Designing Parallelism in Surrogate-Assisted Multiobjective Optimization Based on Decomposition.” Proceedings of the 2020 Genetic and Evolutionary Computation Conference 978-1-4503-7128-5/20/07: 462–470. doi:10.1145/3377930.3390202.
  • Charles C. Eriksen, T. James Osse, Russell D. Light, and Timothy Wen 2001. “Seaglider: A Long-Range Autonomous Underwater Vehicle for Oceanographic Research.” IEEE Journal of Oceanic Engineering 26 (4): 424–436. doi:10.1109/48.972073.
  • Chen, L., H. Wang, F. Ye, and W. Hu. 2019. “Comparative Study of HDMRs and Other Popular Metamodeling Techniques for High Dimensional Problems.” Structural and Multidisciplinary Optimization 59 (1): 21–42. doi:10.1007/s00158-018-2046-8
  • Chugh, T., Y. Jin, K. Miettinen, J. Hakanen, and K. Sindhya. 2016. “K-RVEA: A Kriging-assisted Evolutionary Algorithm for Many-Objective Optimization.”.
  • Deb, K., and H. Jain. 2014. “An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints.” IEEE Transactions on Evolutionary Computation 18 (4): 577–601. doi:10.1109/TEVC.2013.2281535
  • D’Spain, G., R. Zimmerman, S. A. Jenkins, D. B. Rimington, and P. Brodsky. 2008. “Acoustic Sensor Systems on a Flying Wing Underwater Glider and two Prop-Driven Autonomous Underwater Vehicles.” The Journal of the Acoustical Society of America 123 (5): 3007. doi:10.1121/1.2932590
  • Gerald D'Spain, Richard Zimmerman, Scott A. Jenkins, Dennis B. Rimington, James C. Luby, and Peter Brodsky 2005. “Underwater Acoustic Measurements with the Liberdade/X-Ray Flying Wing Glider.” The Journal of the Acoustical Society of America 117 (4): 2624–2624. doi:10.1121/1.4778396.
  • Eves, J., V. V. Toropov, H. M. Thompson, N. Kapur, J. Fan, D. Copley, and A. Mincher. 2012. “Design Optimization of Supersonic jet Pumps Using High Fidelity Flow Analysis.” Structural and Multidisciplinary Optimization 45 (5): 739–745. doi:10.1007/s00158-011-0726-8
  • Fellow, I. E. E. E., H. Jain, and K. Deb. 2014. “An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part ii: Handling Constraints and Extending to an Adaptive Approach.” IEEE Transactions on Evolutionary Computation 18 (4): 602–622. doi:10.1109/TEVC.2013.2281534
  • Forrester, Aij, A. Sobester, and A. J. Keane. 2008. “Engineering Design Via Surrogate Modelling: A Practical Guide.” DBLP.
  • He, Y., B. Song, and Y. Cao. 2017. “Structural Optimization of an Underwater Glider with Blended Wing Body.” Advances in Mechanical Engineering 9 (9): 168781401772327. doi:10.1177/1687814017723279
  • Hughes, E. J. 2007. “MSOPS-II: A General-Purpose Many-Objective Optimiser.” IEEE Congress on Evolutionary Computation. IEEE.
  • Jenkins, S. A., D. E. Humphreys, J. Sherman, J. Osse, C. Jones, N. Leonard, et al. 2003. “Underwater Glider System Study.” Scripps Institution of Oceanography.
  • Kambiz, Haji, George Hajikolaei, H. and Cheng, et al. 2015. “Optimization on Metamodeling-Supported Iterative Decomposition.” Journal of Mechanical Design 138 (2): 21401–21401. doi:10.1115/1.4031982
  • Ko, A., L. T. Leifsson, W. H. Mason, J. A. Schetz, and R. T. Haftka. 2003. “Mdo of a Blended-Wing-Body Transport Aircraft with Distributed Propulsion.” Aerospace Ence and Technology.
  • Lane, K., and D. Marshall. 2009. “A Surface Parameterization Method for Airfoil Optimization and High Lift 2D Geometries Utilizing the CST Methodology.” 47th AIAA Aerospace Sciences Meeting Including the new Horizons Forum and Aerospace Exposition, 1461.
  • Leifsson, L. 2006. “Multidisciplinary Design Optimization of low-Noise Transport Aircraft.” Virginia: Virginia Polytechnic Institute and State University.
  • Li, J., P. Wang, H. Dong, X. Wu, X. Chen, and C. Chen. 2020. “Shape Optimisation of Blended-Wing-Body Underwater Gliders Based on Free-Form Deformation.” Ships and Offshore Structures 15 (3): 227–235. doi:10.1080/17445302.2019.1611989
  • Liu, X., X. Liu, Z. Zhou, and L. Hu. 2021. “An Efficient Multi-Objective Optimization Method Based on the Adaptive Approximation Model of the Radial Basis Function.” Structural and Multidisciplinary Optimization 63 (3): 1385–1403. doi:10.1007/s00158-020-02766-2
  • Mader, C., and J. Martins. 2013. “Stability-constrained Aerodynamic Shape Optimization of Flying Wings.” Journal of Aircraft 50 (5): 1431–1449. doi:10.2514/1.C031956
  • Ning, Q., A. Vavalle, and A. Moigne. 2005. “Spanwise Lift Distribution for Blended Wing Body Aircraft.” Journal of Aircraft 42 (2): 356–365. doi:10.2514/1.4229
  • Nouri, N. M., M. Zeinali, and Y. Jahangardy. 2016. “AUV Hull Shape Design Based on Desired Pressure Distribution.” Journal of Marine Science and Technology 21 (2): 203–215. doi:10.1007/s00773-015-0343-0
  • Regis, R. G., and C. A. Shoemaker. 2013. “A Quasi-Multistart Framework for Global Optimization of Expensive Functions Using Response Surface Models.” Journal of Global Optimization 56 (4): 1719–1753. doi:10.1007/s10898-012-9940-1
  • Shankar, B. K., S. H. Kumar, and R. Tapabrata. 2018. “Multiple Surrogate-Assisted Many-Objective Optimization for Computationally Expensive Engineering Design.” Journal of Mechanical Design 140 (5): 051403. doi:10.1115/1.4039450
  • Jeff Sherman, Russ Davis, W. B. Owens, and J. Valdes. 2001. “The Autonomous Underwater Glider “Spray”.” IEEE Journal of Oceanic Engineering 26 (4): 437–446. doi:10.1109/48.972076.
  • Sohel, F. A., G. C. Karmakar, L. S. Dooley, and M. Bennamoun. 2010. “Bezier Curve-Based Generic Shape Encoder.” IET Image Processing 4 (2): 92–102. doi:10.1049/iet-ipr.2008.0128
  • Stevenson, P., M. Furlong, and D. Dormer. 2009. “Auv Design: Shape, Drag and Practical Issues.” Sea Technology 50 (1): 41–44.
  • Steward, D. V. 1981. “The Design Structure System: A Method for Managing the Design of Complex Systems.” IEEE Transactions on Engineering Management EM-28 (3): 71–74. doi:10.1109/TEM.1981.6448589
  • Stommel, Henry. 1989. “The Slocum Mission.” Oceanography 2 (1): 22–25. doi:10.5670/oceanog.1989.26
  • Sun, C., B. Song, and W. Peng. 2015. “Parametric Geometric Model and Shape Optimization of an Underwater Glider with Blended-Wing-Body.” International Journal of Naval Architecture and Ocean Engineering 7 (6): 995–1006. doi:10.1515/ijnaoe-2015-0069
  • Tian, Ye, Ran Cheng, Xingyi Zhang, and Yaochu Jin. 2017. “PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].” IEEE Computational Intelligence Magazine 12 (4): 73–87. doi:10.1109/MCI.2017.2742868
  • Tian, Y., X. Zheng, X. Zhang, and Y. Jin. 2019. “Efficient Large-Scale Multi-Objective Optimization Based on a Competitive Swarm Optimizer.” IEEE Transactions on Cybernetics, 1–13.
  • Wang, C., Y. Cheng, W. Hong, and X. Feng. 2007. “Reseach on Movement Mechanism Simulation and Experiment of Underwater Glider.” Ocean Engineering 25: 64–69.
  • Wang, S., S. Yang, Y. Wang, W. Niu, and L. Zhi. 2017. “Sensitivity Analysis of Energy Consumption Parameters for Petrel-II Underwater Glider Based on Sobol’ Method.” Journal of Tianjin University (Science and Technology) 50: 113–120.
  • Webb, D. C., P. J. Simonetti, and C. P. Jones. 2001. “SLOCUM: An Underwater Glider Propelled by Environmental Energy.” IEEE Journal of Oceanic Engineering 26 (4): 447–452. doi:10.1109/48.972077
  • Wu, D., E. Coatanéa, and G. Wang. 2018. “Employing Knowledge on Causal Relationship to Assist Multidisciplinary Design Optimization.” Journal of Mechanical Design.
  • Wu, D., K. H. Hajikolaei, and G. G. Wang. 2018. “Employing Partial Metamodels for Optimization with Scarce Samples.” Structural and Multidisciplinary Optimization 57 (3): 1329–1343. doi:10.1007/s00158-017-1815-0
  • Yu, J., F. Zhang, A. Zhang, W. Jin, and Y. Tian. 2013a. “Motion Parameter Optimization and Sensor Scheduling for the Sea-Wing Underwater Glider.” IEEE Journal of Oceanic Engineering 38 (2): 243–254. doi:10.1109/JOE.2012.2227551
  • Yu, J., F. Zhang, A. Zhang, W. Jin, and Y. Tian. 2013b. “Motion Parameter Optimization and Sensor Scheduling for the sea-Wing Underwater Glider.” IEEE Journal of Oceanic Engineering 38 (2): 243–254. doi:10.1109/JOE.2012.2227551
  • Zhang, Y., C. Gong, H. Fang, H. Su, C. Li, and A. D. Ronch. 2019. “An Efficient Space-Division-Based Width Optimization Method for RBF Network Using Fuzzy Clustering Algorithms.” Structural and Multidisciplinary Optimization 60: 461–480. doi:10.1007/s00158-019-02217-7.
  • Zhang, L., Z. Lu, and P. Wang. 2015. “Efficient Structural Reliability Analysis Method Based on Advanced Kriging Model.” Applied Mathematical Modelling 39 (2): 781–793. doi:10.1016/j.apm.2014.07.008
  • Zhang, N., P. Wang, H. Dong, and T. Li. 2020. “Shape Optimization for Blended-Wing–Body Underwater Glider Using an Advanced Multi-Surrogate-Based High-Dimensional Model Representation Method.” Engineering Optimization 52 (12): 2080–2099. doi:10.1080/0305215X.2019.1694674
  • Zhang, Q., A. Zhou, and Y. Jin. 2007. “Rm-meda: A Regularity Model Based Multiobjective Estimation of Distribution Algorithm.” IEEE Transactions on Evolutionary Computation 12: 392–392. doi:10.1109/TEVC.2008.923818.

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