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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국유체기계학회 International Journal of Fluid Machinery and Systems International Journal of Fluid Machinery and Systems Vol.12 No.4
- 발행연도
- 2019.12
- 수록면
- 322 - 331 (10page)
- DOI
- 10.5293/IJFMS.2019.12.4.322
이용수
초록· 키워드
오류제보하기
In the many industries centrifugal pumps consume a lot of energy. So the efficiency optimization of these pumps is so important. In this study shape of impeller of centrifugal pump was optimized to increase efficiency and head. The evolutionary algorithm based on modified artificial neural network (ANN), particle swarm optimization (PSO) and validated CFD data were used to optimized shape of centrifugal impeller. The pump experimentally investigated in test rig and measured data were used to verify the numerical results. Finally, to verify optimization results the complete numerical characteristic curves of the initial pump were compared with the optimized pump. The numerical results of optimized pump depict that efficiency improved 3.2% and head increase 5.52(m).
목차
Abstract
1. Introduction
2. Case Study
3. Experimental Setup
4. Numerical Solution
5. Optimization of centrifugal pump impeller
6. Results and discussion
7. Conclusion
References
참고문헌 (24)
참고문헌 신청
Derakhshan, S. / 2017 / Efficiency Improvement of a Rotary Gas Separator by Parametric Study and Gas/Liquid Flow Analysis / Society of Petroleum Engineers
C.Murugesan / 2016 / Numerical And Experimental Study Of Single stage And Multistage Centrifugal Mixed Flow Submersible Borewell Pumps / International Journal of Fluid Machinery and Systems 9(2):107~118
Harada I / 2010 / Prediction of Axial Thrust for Mixed Flow Pumps with Vaned Diffuser by Using CFD / International Journal of Fluid Machinery and Systems 3(2):160~168
Derakhshan, S. / 2018 / Investigation of an efficient shape optimization procedure for centrifugal pump impeller using eagle strategy algorithm and ANN (case study: slurry flow) / M. Struct Multidisc Optim
Fuglsang, P / 1999 / Optimization method for wind turbine rotors / Journal of Wind Engineering and Industrial Aerodynamics 80(12):191~206
C.Murugesan / 2016 / Numerical And Experimental Study Of Single stage And Multistage Centrifugal Mixed Flow Submersible Borewell Pumps / International Journal of Fluid Machinery and Systems 9(2):107~118
Harada I / 2010 / Prediction of Axial Thrust for Mixed Flow Pumps with Vaned Diffuser by Using CFD / International Journal of Fluid Machinery and Systems 3(2):160~168
Derakhshan, S. / 2018 / Investigation of an efficient shape optimization procedure for centrifugal pump impeller using eagle strategy algorithm and ANN (case study: slurry flow) / M. Struct Multidisc Optim
Fuglsang, P / 1999 / Optimization method for wind turbine rotors / Journal of Wind Engineering and Industrial Aerodynamics 80(12):191~206
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