Response surface-based shape optimization of a Francis draft tube

被引:10
|
作者
Marjavaara, Daniel [1 ]
Lundstroem, Staffan [1 ]
机构
[1] Lulea Univ Technol, Div Fluid Mech, S-95187 Lulea, Sweden
关键词
optimization techniques; fluid dynamics; flow; water power;
D O I
10.1108/09615530710716072
中图分类号
O414.1 [热力学];
学科分类号
摘要
Purpose - This paper aims to develop an efficient and accurate numerical method that can be used in the design process of the waterways in a hydropower plant. Design/methodology/approach - A range of recently published (2002-2006) works, which aim to form the basis of a shape optimization tool for flow design and to increase the knowledge within the field of computational fluid dynamics (CFD) and surrogate-based optimization techniques. Findings - Provides information about how crude the optimization method can be regarding, for example, the design variables, the numerical noise and the multi objectives, etc. Research limitations/implications - It does not give a detailed interpretation of the flow behaviour due to the lack of validation data. Practical implications - A very useful flow design methodology that can be used in both academy and industry. Originality/value - Shape optimization of hydraulic turbine draft tubes with aid of CFD and numerical optimization techniques has not been performed until recently due to the high CPU requirements on CFD simulations. The paper investigates the possibilities of using the global optimization algorithm response surface methodology in the design process of a full scale hydraulic turbine draft tube.
引用
收藏
页码:34 / 45
页数:12
相关论文
共 50 条
  • [41] QBD-Based Development of Experimental Design with Response Surface-Based Optimization of Siponimod by Chromatographic and Spectroscopic Method
    Raveendran, Renjitha Jaya
    Vasantha, Prasanth Viswanadhan
    Shah, Chainesh
    INTERNATIONAL JOURNAL OF PHARMACEUTICAL INVESTIGATION, 2025, 15 (01) : 248 - 254
  • [42] Optimizing photovoltaic thermal systems with wavy collector Tube: A response Surface-Based design study with desirability analysis
    Kazemian, Arash
    Khosravi, Koorosh
    Sen, Surojit
    Talebizadehsardari, Pouyan
    Cairns, Alasdair
    Ma, Tao
    APPLIED THERMAL ENGINEERING, 2025, 258
  • [43] Catalyst optimization using a surface-based combinatorial method.
    Baker, BE
    Mulvaney, SP
    Natan, MJ
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1998, 216 : U286 - U286
  • [44] Fast Surface-Based Travel Depth Estimation Algorithm for Macromolecule Surface Shape Description
    Giard, Joachim
    Alface, Patrice Rondao
    Gala, Jean-Luc
    Macq, Benoit
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2011, 8 (01) : 59 - 68
  • [45] CFD-driven surrogate-based multi-objective shape optimization of an elbow type draft tube
    Demirel, Gizem
    Acar, Erdem
    Celebioglu, Kutay
    Aradag, Selin
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2017, 42 (28) : 17601 - 17610
  • [46] Application of Surface-Based Smoothing Methods for Topology Optimization Results
    Sotola, Martin
    Marsalek, Pavel
    Rybansky, David
    Kopacka, Jan
    Gabriel, Dusan
    Jezek, Ondrej
    Kovar, Ludek
    Tejc, Josef
    Pasek, Miloslav
    Halama, Radim
    Barnovsky, Michal
    INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2024, 16 (07)
  • [47] Pressure oscillation suppression by air admission in a Francis turbine draft tube
    Luo, X.
    Yu, A.
    Yu, W.
    Wang, L.
    Xu, H.
    29TH IAHR SYMPOSIUM ON HYDRAULIC MACHINERY AND SYSTEMS, 2019, 240
  • [48] Numerical simulation of pressure fluctuation in draft tube of large Francis turbine
    Liao, Cuilin
    Wang, Fujun
    FEDSM 2007: PROCEEDINGS OF THE 5TH JOINT ASME/JSME FLUIDS ENGINEERING SUMMER CONFERENCE, VOL 2, PTS A AND B, 2007, : 873 - 878
  • [49] Impact, analysis, and mitigation of flow instabilities in draft tube of Francis turbines
    Khullar, Subodh
    Singh, Krishna M.
    Cervantes, Michel J.
    Gandhi, Bhupendra K.
    PHYSICS OF FLUIDS, 2025, 37 (02)
  • [50] Structural Damage Identification Using Response Surface-Based Multi-objective Optimization: A Comparative Study
    Tanmoy Mukhopadhyay
    Tushar Kanti Dey
    Rajib Chowdhury
    Anupam Chakrabarti
    Arabian Journal for Science and Engineering, 2015, 40 : 1027 - 1044