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Advances in Materials Science and Engineering
Volume 2018 (2018), Article ID 6218178, 10 pages
https://doi.org/10.1155/2018/6218178
Research Article

Multiobjective Optimization Design and Performance Prediction of Centrifugal Pump Based on Orthogonal Test

College of Mechanical and Electronic Engineering, Chaohu University, Chaohu, Anhui 238000, China

Correspondence should be addressed to Yuqin Wang; moc.621@lllqyw

Received 17 September 2017; Accepted 7 November 2017; Published 28 February 2018

Academic Editor: Fernando Lusquiños

Copyright © 2018 Yuqin Wang and Xinwang Huo. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. W. Wenjie, Y. Shouqi, P. Ji, Z. Jinfeng, Y. Jianping, and M. Faliang, “Two-point hydraulic optimization of pump impeller based on kriging model and neighborhood cultivation genetic algorithm,” Journal of Mechanical Engineering, vol. 51, no. 15, pp. 33–38, 2015, in Chinese. View at Google Scholar
  2. W. Xiaohua, R. Yi, D. Kan, and L. Xuehua, “Orthogonal test of factors for influencing efficiency of high speed pump,” Process Equipment & Piping, vol. 53, no. 2, pp. 43–45, 2016, in Chinese. View at Google Scholar
  3. L. Tan, S. Cao, Y. Wang, and B. Zhu, “Direct and inverse iterative design method for centrifugal pump impellers,” Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, vol. 226, no. 6, pp. 764–775, 2012. View at Publisher · View at Google Scholar · View at Scopus
  4. S. Kim, Y.-S. Choi, K.-Y. Lee, and J.-Y. Yoon, “Design optimization of centrifugal pump impellers in a fixed meridional geometry using DOE,” International Journal of Fluid Machinery & Systems, vol. 2, no. 2, pp. 172–178, 2009. View at Publisher · View at Google Scholar
  5. N. R. Sakthivel, V. Sugumaran, and B. B. Nair, “Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump,” Applied Soft Computing, vol. 12, no. 1, pp. 196–203, 2012. View at Publisher · View at Google Scholar · View at Scopus
  6. S. Derakhshan, M. Pourmahdavi, E. Abdolahnejad, A. Reihani, and A. Ojaghi, “Numerical shape optimization of a centrifugal pump impeller using artificial bee colony algorithm,” Computers & Fluids, vol. 81, no. 9, pp. 145–151, 2013. View at Publisher · View at Google Scholar · View at Scopus
  7. L. Haifeng, W. Yulin, and Z. Zhimei, “The determination of centrifugal pump impeller’s design with three-dimensional turbulent flow simulation,” Fluid Machinery, vol. 29, no. 9, pp. 18–21, 2001, in Chinese. View at Google Scholar
  8. Z. Yanshu, Z. Shisha, Z. Dazhou, and W. Cheng, “Predicting performance of centrifugal pump by combining genetic algorithm with BP neural network,” Mechanical Science and Technology for Aerospace Engineering, vol. 31, no. 8, pp. 1274–1279, 2012, in Chinese. View at Google Scholar
  9. K. Wang and B. Lei, “Using B-spline neural network to extract fuzzy rules for a centrifugal pump monitoring,” Journal of Intelligent Manufacturing, vol. 12, no. 1, pp. 5–11, 2001. View at Publisher · View at Google Scholar · View at Scopus
  10. T. Lei, C. Shuliang, and G. Shaobo, “Hydraulic design and pre-whirl regulation law of inlet guide vane for centrifugal pump,” Science China Technological Sciences, vol. 53, no. 8, pp. 2142–2151, 2010. View at Publisher · View at Google Scholar · View at Scopus
  11. Y. Shouqi, S. Yanning, Z. Jinfeng, and Y. Jianping, “Performance predicting of centrifugal pumps with compound impeller based on improved BP neural network,” Transactions of the Chinese Society for Agricultural Machinery, vol. 40, no. 9, pp. 77–80, 2009, in Chinese. View at Google Scholar
  12. L. Fu and Z. Hong, “Optimization design of lower speed pump based on genetic algorithm,” Journal of Chinese Agricultural Mechanization, vol. 37, no. 2, pp. 233–236, 2016, in Chinese. View at Google Scholar
  13. G. Xingfan, Theory and Design of Pump, Aerospace Press, Beijing, China, 2011, 2011, in Chinese.
  14. C. Xiaoqing, Z. Ri, H. Yongtao, and Y. Dan-Qing, “Optimization design of deep-well centrifugal pump based on CFX orthogonal test,” Fluid Machinery, vol. 43, no. 9, pp. 22–25, 2015, in Chinese. View at Google Scholar
  15. X. Yun, T. Lei, C. Shuliang, and W. Qu, “Multiparameter and multiobjective optimization design of centrifugal pump based on orthogonal method,” Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, vol. 231, no. 14, pp. 2569–2579, 2016. View at Publisher · View at Google Scholar · View at Scopus
  16. D. Liang and L. Houlin, Detailed Explanation of CFD Numerical Calculation for Vane Pump, China Machine Press, Beijing, China, 2015, 2015, in Chinese.
  17. L. Houlin and T. Minggao, Modern Design Methods for Centrifugal Pumps, China Machine Press, Beijing, China, 2013, 2013, in Chinese.
  18. W. Wei, S. Weidong, J. Xiaoping, F. Qi, L. Weigang, and Z. Desheng, “Optimization design of multistage centrifugal pump impeller by orthogonal experiment and CFD,” Journal of Drainage and Irrigation Machinery Engineering, vol. 34, no. 3, pp. 191–197, 2016, in Chinese. View at Google Scholar
  19. S. Qiaorui, L. Gang, Y. Shouqi, and C. Rui, “Multi-objective optimization on hydraulic design of non-overload centrifugal pumps with high efficiency and low noise,” Transactions of the Chinese Society of Agricultural Engineering, vol. 32, no. 4, pp. 69–77, 2016, in Chinese. View at Google Scholar
  20. W. Xiaoling, X. Bingjun, and Z. Qiang, “Optimization design of the stability for the plunger assembly of oil pumps based on multi-target orthogonal test design,” Journal of Hebei University of Engineering, vol. 27, no. 3, pp. 95–99, 2010, in Chinese. View at Google Scholar