Abstract
A throttle orifice plate is a mechanical device that is used to throttle and depressurize a fluid piping system. In the pipeline, the throttle orifice plate serves as a hindrance to the flow of liquid, leading to the phenomenon of cavitation. An optimization method based on 3D geometric model simulation, genetic algorithm, and topology optimization algorithm is proposed to optimize the structure of the throttle orifice plate. The flow path optimization method is applied to the genetic algorithm through the simulation results, while three-dimensional flow path model is achieved with minimum cavitation region under the condition of flow constraint. Then, on the basis of the flow path model, the optimal solution of the structure is achieved through the topology optimization model. To reduce the computational resources required for topology optimization, an adaptive parameter function of bi-directional evolutionary structural optimization(BESO) method is proposed, which reduces the iterations for simulation convergence. Our results show that the method is effectively applied to the design of the throttle orifice plate under flow requirements and structure limits.
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References
Bendsøe MP, Kikuchi N (1988) Generating optimal topologies in structural design using a homogenization method. Comput Method Appl M 71(2):197–224. https://doi.org/10.1016/0045-7825(88)90086-2
Brennen CE (1995) Cavitation and bubble dynamics. Oxford University Press, Oxford
Corbera S, Olazagoitia J L, Lozano JA (2016) Multi-objective global optimization of a butterfly valve using genetic algorithms. Isa T 63:401–412. https://doi.org/10.1016/j.isatra.2016.03.008
Corbera S, Olazagoitia JL, Lozano JA, Álvarez R (2017) Optimization of a butterfly valve disc using 3d topology and genetic algorithms. Struct Multidiscip O 56 (4):941–957. https://doi.org/10.1007/s00158-017-1694-4
Corbera S, Álvarez R, Lozano JA (2018) Integration of cutting time into the structural optimization process: application to a spreader bar design. Struct Multidisc Optim 58:2269. https://doi.org/10.1007/s00158-018-2016-1
Ebrahimi B, He G, Tang Y, Franchek M, Liu D, Pickett J, Springett F, Franklin D (2017) Characterization of high-pressure cavitating flow through a thick orifice plate in a pipe of constant cross section. Int J Therm Sci 114:229–240. https://doi.org/10.1016/j.ijthermalsci.2017.01.001
Gan G, Riffat SB (1997) Pressure loss characteristics of orifice and perforated plates. Exp Therm Fluid Sci 14(2):160–165. https://doi.org/10.1016/S0894-1777(96)00041-6
Gole V L, Naveen K R, Gogate P R (2013) Hydrodynamic cavitation as an efficient approach for intensification of synthesis of methyl esters from sustainable feedstock. Chem Eng Process 71(71):70–76. https://doi.org/10.1016/j.cep.2012.10.006
Hou CW, Qian JY, Chen FQ, Jiang WK, Jin ZJ (2017) Parametric analysis on throttling components of high multi-stage pressure reducing valve. Appl Therm Eng 128:1238–1248. https://doi.org/10.1016/j.applthermaleng.2017.09.081
Huang X, Xie M, Burry MC (2006) A new algorithm for bi-directional evolutionary structural optimization. Jsme Int J 49(4):1091–1099. https://doi.org/10.1299/jsmec.49.1091
Huang X, Xie YM (2007) Convergent and mesh-independent solutions for the bi-directional evolutionary structural optimization method. Finite Elem Anal Des 43(14):1039–1049. https://doi.org/10.1016/j.finel.2007.06.006
Huang X, Xie YM (2009) Bi-directional evolutionary topology optimization of continuum structures with one or multiple materials. Struct Optim 18(2-3):183–192. https://doi.org/10.1007/s00466-008-0312-0
Huang X, Xie YM (2010) A further review of eso type methods for topology optimization. Struct Multidiscip O 41(5):671–683. https://doi.org/10.1007/s00158-010-0487-9
Holland JH (1992) Adaptation in natural and artificial systems. MIT Press, Cambridge
Kotragouda NB (2007) Application of genetic algorithms and cfd for flow control optimization. University of Kentucky Master’s Theses 451
Li X, Huang B, Chen T, Liu Y, Qiu S, Zhao J (2017) Combined experimental and computational investigation of the cavitating flow in an orifice plate with special emphasis on surrogate-based optimization method. J Mech Sci Technol 31(1):269–279. https://doi.org/10.1007/s12206-016-1229-8
Mohan B, Yang W, Chou S (2014) Cavitation in injector nozzle holes–a parametric study. Eng Appl Comp Fluid 8(1):70–81. https://doi.org/10.1080/19942060.2014.11015498
Payri R, Salvador FJ, Gimeno J, Morena JDL (2009) Study of cavitation phenomena based on a technique for visualizing bubbles in a liquid pressurized chamber. NHeat Fluid Fl 30(4):768–777. https://doi.org/10.1016/j.ijheatfluidflow.2009.03.011
Picelli R, Vicente WM, Pavanello R (2014) Bi-directional evolutionary structural optimization for design-dependent fluid pressure loading problems. Eng Optimiz 47(10):1324–1342. https://doi.org/10.1080/0305215X.2014.963069
Rudolf P, Kubina D, Kozák J, Hudec M, Pochylý F (2017) Dynamics of the cavitating flow downstream of the orifice plate. American Institute of Physics Conference Series 1889:020033
Salvador FJ, Romero JV, Roselló MD, Martínez-López J (2010) Validation of a code for modeling cavitation phenomena in diesel injector nozzles. Math Comput Model 52(7-8):1123–1132. https://doi.org/10.1016/j.mcm.2010.02.027
Tang T, Li B, Fu X, Xi Y, Yang G (2017) Bi-directional evolutionary topology optimization for designing a neutrally buoyant underwater glider. Eng Optimiz 2:1–17. https://doi.org/10.1080/0305215X.2017.1395024
Tao Y, Cai J, Huai X, Liu B, Guo Z (2016) Application of hydrodynamic cavitation to wastewater treatment. Chem Eng Technol 39(8):1363–1376. https://doi.org/10.1002/ceat.201500362
Testud P, Moussou P, Hirschberg A, Aurégan Y (2007) Noise generated by cavitating single-hole and multi-hole orifices in a water pipe. J Fluid Struct 23(2):163–189. https://doi.org/10.1016/j.jfluidstructs.2006.08.010
Wang H, Xie S, Qingyi S, Zhou C, Hao L, Chen E (2013) Experiment study on pressure drop of a multistage letdown orifice tube. Nucl Eng Des 265:633–638. https://doi.org/10.1016/j.nucengdes.2013.09.014
Xie YM, Steven GP (1993) A simple evolutionary procedure for structural optimization. Comput Struct 49 (5):885–896. https://doi.org/10.1016/0045-7949(93)90035-C
Young V, Querin OM, Steven GP, Xie YM (1999) 3d and multiple load case bi-directional evolutionary structural optimization (beso). Struct Optim 18(2-3):183–192. https://doi.org/10.1007/BF01195993
Yi SI, Shin MK, Shin MS, Yoon JY, Park GJ (2008) Optimization of the eccentric check butterfly valve considering the flow characteristics and structural safety. P I Mech Eng E-J Pro 222:63–73. https://doi.org/10.1243/09544089JPME151
Acknowledgements
The authors would like to acknowledge the support of FESTO Pneumatics Centre in HUST. In particular, Tang Tengfei wants to thank his grandfather Tong for his invaluable support over the years.
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Tang, T., Gao, L., Li, B. et al. Cavitation optimization of a throttle orifice plate based on three-dimensional genetic algorithm and topology optimization. Struct Multidisc Optim 60, 1227–1244 (2019). https://doi.org/10.1007/s00158-019-02249-z
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DOI: https://doi.org/10.1007/s00158-019-02249-z