Investigation on the Effect of Impeller Design Parameters on Performance of a Low Specific Speed Centrifugal Pump Using Taguchi Optimization Method

Authors

  • Hadi Ayremlouzadeh Mechanical Engineering Department, Faculty of Engineering, Urmia University, Urmia, Iran
  • Samad Jafarmadar Mechanical Engineering Department, Faculty of Engineering, Urmia University, Urmia, Iran
  • Seyed Reza Amini Niaki Japan Agency for Marine-Earth Science and Technology; 3173-25 Showa-machi, Kanazawa-ku, Yokohama 236-0001, Japan https://orcid.org/0000-0001-8129-8643

DOI:

https://doi.org/10.13052/ijfp1439-9776.2322

Keywords:

centrifugal pump performance, blade outlet angle, blade wrap angle, width at exit, CFD, Taguchi optimization method

Abstract

In order to investigate the effect of blade design on pump performance, a CFD analysis was carried out, and the results were compared with experimental performance data of a low specific speed radial pump, which presents a good agreement. After model verification, the effect of impeller geometrical parameters includes blade outlet angle, wrap angle, and width at the exit, was investigated on the pump’s performance. Moreover, these parameters were chosen on three levels using an L9 orthogonal standard array of the Taguchi optimization method. The efficient levels of variables were calculated using the analysis of variance (ANOVA) method. The results revealed that impeller width at exit and blade outlet angle is the most effective pump shaft power and efficiency parameters. To minimize power, the optimal levels are the outlet angle of 27∘∘, wrap angle of 150∘∘, and width at the exit of 9 mm. Further, an outlet angle of 23∘∘, a wrap angle of 155∘∘, and a width at the exit of 9 mm lead to maximum pump efficiency. According to the validation simulations, an increase of 2.4% inefficiency and a minimum power of 3.9KW were achieved. The Overall Evaluation Criteria (OEC) technique revealed that considering 23∘∘, 160∘∘, and 9 mm for outlet angle, wrap angle, and width at the exit, minimum shaft power, and maximum pump efficiency will be achieved. ANOVA introduced width at the exit as the most governing parameter of pump performance characteristics.

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Author Biographies

Hadi Ayremlouzadeh, Mechanical Engineering Department, Faculty of Engineering, Urmia University, Urmia, Iran

Hadi Ayremlouzadeh received his M.Sc degree in Mechanical Engineering-Energy Conversion from Tabriz Azad University, Iran, in 2015. He is currently pursuing a Ph.D. degree in Mechanical Engineering-Energy Conversion with the Mechanical Engineering Department of Urmia University, Iran. He had been operating as a mechanical pump designer in the R&D department of PETCO (Iran’s largest oil pump manufacturer) for over 12 years. He is now assigned as Pump Hydraulic Laboratory manager in PETCO.

Samad Jafarmadar, Mechanical Engineering Department, Faculty of Engineering, Urmia University, Urmia, Iran

Samad Jafarmadar received his Ph.D. in Internal Combustion Engine from the Tabriz University, Iran, in 2006. He has more than 16 years of teaching, research, and administrative experience. Currently, he is working as a Full-time Professor in the Department of Engineering, Urmia University. His broad research areas include internal combustion engine modeling and exergy analysis in the combustion process and experimental and numerical simulation in heat exchangers. He has published more than 300 research papers in international and national journals/conferences.

Seyed Reza Amini Niaki, Japan Agency for Marine-Earth Science and Technology; 3173-25 Showa-machi, Kanazawa-ku, Yokohama 236-0001, Japan

Seyed Reza Amini Niaki received his Ph.D. degree in Mechanical Engineering, Fluid and Thermal from the University of Sao Paulo (USP), Brazil, in 2018. My primary research field is CFD modeling and analysis of the multiphase flow. He is currently a Computational Fluid Dynamics Project Research Scientist in the Japan Agency for Marine-Earth Science and Technology (JAMSTEC).

References

Nursen EC, Ayder E. Numerical calculation of the three-dimensional swirling flow inside the centrifugal pump volutes. Int J Rotating Mach. 2003;9(4):247–53.

Gopalakrishnan S. Pump research and development: past, present, and future—an American perspective. 1999;

Ding H, Li Z, Gong X, Li M. The influence of blade outlet angle on the performance of centrifugal pump with high specific speed. Vacuum. 2019;159:239–46.

Pei J, Wang W, Yuan S, Zhang J. Optimization on the impeller of a low-specific-speed centrifugal pump for hydraulic performance improvement. Chinese J Mech Eng. 2016;29(5):992–1002.

Acosta AJ. An experimental and theoretical investigation of two-dimensional centrifugal pump impellers. 1952;

Acosta AJ, Bowerman RD. An experimental study of centrifugal pump impellers. 1955.

Howard JHG, Kittmer CW. Measured passage velocities in a radial impeller with shrouded and unshrouded configurations. 1975.

Mouallem J, Mouallem J, Niaki SRA. Picard–Newton iterative algorithm to solve the potential flow equation for different turbomachinery flow regimes. J Brazilian Soc Mech Sci Eng. 2019;41(8):1–10.

Dauherty RL. A further investigation of performance of centrifugal pumps when pumping oils. Bulletin. 1926;130.

Flack RD, Miner SM, Beaudoin RJ. Turbulence measurements in a centrifugal pump with a synchronously orbiting impeller. 1992.

Walther B, Nadarajah S. Constrained adjoint-based aerodynamic shape optimization of a single-stage transonic compressor. J Turbomach. 2013;135(2).

Alemi H, Nourbakhsh SA, Raisee M, Najafi AF. Effect of the volute tongue profile on the performance of a low specific speed centrifugal pump. Proc Inst Mech Eng Part A J Power Energy. 2015;229(2):210–20.

Houlin L, Yong W, Shouqi Y, Minggao T, Kai W. Effects of blade number on characteristics of centrifugal pumps. Chinese J Mech Eng Ed. 2010;6:742.

Chakraborty S, Pandey KM, Roy B. Numerical analysis on effects of blade number variations on performance of centrifugal pumps with various rotational speeds. Int J Curr Eng Technol. 2012;2(1):143–52.

Chakraborty S, Pandey KM. Numerical Studies on Effects of Blade Number Variationson Performance of Centrifugal Pumps at 4000 RPM. Int J Eng Technol. 2011;3(4):410.

Jafarzadeh B, Hajari A, Alishahi MM, Akbari MH. The flow simulation of a low-specific-speed high-speed centrifugal pump. Appl Math Model. 2011;35(1):242–9.

Elyamin GRHA, Bassily MA, Khalil KY, Gomaa MS. Effect of impeller blades number on the performance of a centrifugal pump. Alexandria Eng J. 2019;58(1):39–48.

Tan L, Zhu B, Cao S, Bing H, Wang Y. Influence of blade wrap angle on centrifugal pump performance by numerical and experimental study. Chinese J Mech Eng. 2014;27(1):171–7.

Bacharoudis EC, Filios AE, Mentzos MD, Margaris DP. Parametric study of a centrifugal pump impeller by varying the outlet blade angle. Open Mech Eng J. 2008;2(1).

Cui B, Wang C, Zhu Z, Jin Y. Influence of blade outlet angle on performance of low-specific-speed centrifugal pump. J Therm Sci. 2013;22(2):117–22.

Luo X, Zhang Y, Peng J, Xu H, Yu W. Impeller inlet geometry effect on performance improvement for centrifugal pumps. J Mech Sci Technol. 2008;22(10):1971–6.

Yousefi H, Noorollahi Y, Tahani M, Fahimi R, Saremian S. Numerical simulation for obtaining optimal impeller’s blade parameters of a centrifugal pump for high-viscosity fluid pumping. Sustain Energy Technol Assessments. 2019;34:16–26.

Wahba W, Tourlidakis A. A genetic algorithm applied to the design of blade profiles for centrifugal pump impellers. In: 15th AIAA computational fluid dynamics conference. 2001. p. 2582.

Frazier OH, Khalil HA, Benkowski RJ, Cohn WE. Optimization of axial-pump pressure sensitivity for a continuous-flow total artificial heart. J Hear Lung Transplant. 2010;29(6):687–91.

Kim JH, Oh KT, Pyun KB, Kim CK, Choi YS, Yoon JY. Design optimization of a centrifugal pump impeller and volute using computational fluid dynamics IOP Conf. Ser Earth Environ Sci. 2012;15:32025.

Derakhshan S, Pourmahdavi M, Abdolahnejad E, Reihani A, Ojaghi A. Numerical shape optimization of a centrifugal pump impeller using artificial bee colony algorithm. Comput Fluids. 2013;81:145–51.

Roy RK. Design of experiments using the Taguchi approach: 16 steps to product and process improvement. John Wiley & Sons; 2001.

Rao RS, Kumar CG, Prakasham RS, Hobbs PJ. The Taguchi methodology as a statistical tool for biotechnological applications: a critical appraisal. Biotechnol J Healthc Nutr Technol. 2008;3(4):510–23.

Lobanoff VS, Ross RR. Centrifugal pumps: design and application. Elsevier; 2013.

Shojaeefard MH, Tahani M, Ehghaghi MB, Fallahian MA, Beglari M. Numerical study of the effects of some geometric characteristics of a centrifugal pump impeller that pumps a viscous fluid. Comput Fluids. 2012;60:61–70.

Ayremlouzadeh H, Ghafouri J. Computational fluid dynamics simulation and experimental validation of hydraulic performance of a vertical suspended api pump (research note). Int J Eng. 2016;29(11):1612–9.

Phadke MS. Quality engineering using robust design. Prentice Hall PTR; 1995.

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Published

2022-01-12

How to Cite

Ayremlouzadeh, H. ., Jafarmadar, S. ., & Amini Niaki, S. R. . (2022). Investigation on the Effect of Impeller Design Parameters on Performance of a Low Specific Speed Centrifugal Pump Using Taguchi Optimization Method. International Journal of Fluid Power, 23(02), 161–182. https://doi.org/10.13052/ijfp1439-9776.2322

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Section

Fluid Power Components & Systems